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@article{DBLP:journals/access/IrfanEQBH24, author = {Muhammad Irfan and Abdelrahman B. M. Eldaly and Rizwan Qureshi and Muhammad Bilal and Shehzad Muhammad Hanif}, title = {PowerX: {A} Probabilistic Graph Model for Complex Smart Grid Networks}, journal = {{IEEE} Access}, volume = {12}, pages = {48725--48736}, year = {2024}, url = {https://doi.org/10.1109/ACCESS.2024.3372414}, doi = {10.1109/ACCESS.2024.3372414}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/IrfanEQBH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/QiuHZYN24, author = {Yilei Qiu and Zhou He and Wenyu Zhang and Xiang Yin and Chengjie Ni}, title = {{MSGCN-ISTL:} {A} multi-scaled self-attention-enhanced graph convolutional network with improved {STL} decomposition for probabilistic load forecasting}, journal = {Expert Syst. Appl.}, volume = {238}, number = {Part {A}}, pages = {121737}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.121737}, doi = {10.1016/J.ESWA.2023.121737}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/QiuHZYN24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/XuQXZWZ24, author = {Xovee Xu and Tangjiang Qian and Zhe Xiao and Ni Zhang and Jin Wu and Fan Zhou}, title = {{PGSL:} {A} probabilistic graph diffusion model for source localization}, journal = {Expert Syst. Appl.}, volume = {238}, number = {Part {C}}, pages = {122028}, year = {2024}, url = {https://doi.org/10.1016/j.eswa.2023.122028}, doi = {10.1016/J.ESWA.2023.122028}, timestamp = {Sun, 10 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/XuQXZWZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijsc/FreedmanMATTP24, author = {Hayden Freedman and Jacob Metzger and Neda Abolhassani and Ana Tudor and Bill Tomlinson and Sanjoy Paul}, title = {A Bayesian Approach to Constructing Probabilistic Models from Knowledge Graphs}, journal = {Int. J. Semantic Comput.}, volume = {18}, number = {1}, pages = {25--49}, year = {2024}, url = {https://doi.org/10.1142/S1793351X24410022}, doi = {10.1142/S1793351X24410022}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijsc/FreedmanMATTP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/LiuWFW24, author = {Peide Liu and Xue Wang and Yingxin Fu and Peng Wang}, title = {Graph model for conflict resolution based on the combination of probabilistic uncertain linguistic and {EDAS} method}, journal = {Inf. Sci.}, volume = {660}, pages = {120116}, year = {2024}, url = {https://doi.org/10.1016/j.ins.2024.120116}, doi = {10.1016/J.INS.2024.120116}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/LiuWFW24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/SoizeT24, author = {Christian Soize and Quy{-}Dong To}, title = {Polynomial-chaos-based conditional statistics for probabilistic learning with heterogeneous data applied to atomic collisions of Helium on graphite substrate}, journal = {J. Comput. Phys.}, volume = {496}, pages = {112582}, year = {2024}, url = {https://doi.org/10.1016/j.jcp.2023.112582}, doi = {10.1016/J.JCP.2023.112582}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/SoizeT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jlap/SchneiderMG24, author = {Sven Schneider and Maria Maximova and Holger Giese}, title = {Bounded model checking for interval probabilistic timed graph transformation systems against properties of probabilistic metric temporal graph logic}, journal = {J. Log. Algebraic Methods Program.}, volume = {137}, pages = {100938}, year = {2024}, url = {https://doi.org/10.1016/j.jlamp.2023.100938}, doi = {10.1016/J.JLAMP.2023.100938}, timestamp = {Thu, 29 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jlap/SchneiderMG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmpl/AckermanFKKMRSY24, author = {Nathanael L. Ackerman and Cameron E. Freer and Younesse Kaddar and Jacek Karwowski and Sean K. Moss and Daniel M. Roy and Sam Staton and Hongseok Yang}, title = {Probabilistic Programming Interfaces for Random Graphs: Markov Categories, Graphons, and Nominal Sets}, journal = {Proc. {ACM} Program. Lang.}, volume = {8}, number = {{POPL}}, pages = {1819--1849}, year = {2024}, url = {https://doi.org/10.1145/3632903}, doi = {10.1145/3632903}, timestamp = {Sat, 10 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pacmpl/AckermanFKKMRSY24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/PengZZLCDZ24, author = {Zouzhang Peng and Shuai Zheng and Zhenfeng Zhu and Zhizhe Liu and Jian Cheng and Honghui Dong and Yao Zhao}, title = {Graph meets probabilistic generation model: {A} new perspective for graph disentanglement}, journal = {Pattern Recognit.}, volume = {148}, pages = {110153}, year = {2024}, url = {https://doi.org/10.1016/j.patcog.2023.110153}, doi = {10.1016/J.PATCOG.2023.110153}, timestamp = {Sat, 10 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/PengZZLCDZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tr/HuangLXH24, author = {Yanze Huang and Limei Lin and Li Xu and Sun{-}Yuan Hsieh}, title = {Probabilistic Reliability via Subsystem Structures of Arrangement Graph Networks}, journal = {{IEEE} Trans. Reliab.}, volume = {73}, number = {1}, pages = {279--289}, year = {2024}, url = {https://doi.org/10.1109/TR.2023.3301629}, doi = {10.1109/TR.2023.3301629}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tr/HuangLXH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/ShenS24, author = {Jingyi Shen and Han{-}Wei Shen}, title = {PSRFlow: Probabilistic Super Resolution with Flow-Based Models for Scientific Data}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {30}, number = {1}, pages = {986--996}, year = {2024}, url = {https://doi.org/10.1109/TVCG.2023.3327171}, doi = {10.1109/TVCG.2023.3327171}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/ShenS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/AryaRG24, author = {Shivvrat Arya and Tahrima Rahman and Vibhav Gogate}, editor = {Sanjoy Dasgupta and Stephan Mandt and Yingzhen Li}, title = {Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models}, booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain}, series = {Proceedings of Machine Learning Research}, volume = {238}, pages = {2791--2799}, publisher = {{PMLR}}, year = {2024}, url = {https://proceedings.mlr.press/v238/arya24b.html}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aistats/AryaRG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdt/AmarilliBM24, author = {Antoine Amarilli and Timothy van Bremen and Kuldeep S. Meel}, editor = {Graham Cormode and Michael Shekelyan}, title = {Conjunctive Queries on Probabilistic Graphs: The Limits of Approximability}, booktitle = {27th International Conference on Database Theory, {ICDT} 2024, March 25-28, 2024, Paestum, Italy}, series = {LIPIcs}, volume = {290}, pages = {15:1--15:20}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2024}, url = {https://doi.org/10.4230/LIPIcs.ICDT.2024.15}, doi = {10.4230/LIPICS.ICDT.2024.15}, timestamp = {Fri, 15 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdt/AmarilliBM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-03913, author = {Michael Scholkemper and Damin K{\"{u}}hn and Gerion Nabbefeld and Simon Musall and Bj{\"{o}}rn Kampa and Michael T. Schaub}, title = {A Wasserstein Graph Distance Based on Distributions of Probabilistic Node Embeddings}, journal = {CoRR}, volume = {abs/2401.03913}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.03913}, doi = {10.48550/ARXIV.2401.03913}, eprinttype = {arXiv}, eprint = {2401.03913}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-03913.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-10101, author = {Rafael Caba{\~{n}}as and Ana D. Maldonado and Mar{\'{\i}}a Morales and Pedro Aguilera Aguilera and Antonio Salmer{\'{o}}n}, title = {Counterfactual Reasoning with Probabilistic Graphical Models for Analyzing Socioecological Systems}, journal = {CoRR}, volume = {abs/2401.10101}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.10101}, doi = {10.48550/ARXIV.2401.10101}, eprinttype = {arXiv}, eprint = {2401.10101}, timestamp = {Fri, 02 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-10101.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2401-13096, author = {Nikita Kozodoi and Elizaveta Zinovyeva and Simon Valentin and Jo{\~{a}}o Pereira and Rodrigo Agundez}, title = {Probabilistic Demand Forecasting with Graph Neural Networks}, journal = {CoRR}, volume = {abs/2401.13096}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2401.13096}, doi = {10.48550/ARXIV.2401.13096}, eprinttype = {arXiv}, eprint = {2401.13096}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2401-13096.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-01915, author = {Tuan Anh Le and Pavel Sountsov and Matthew D. Hoffman and Ben Lee and Brian Patton and Rif A. Saurous}, title = {Robust Inverse Graphics via Probabilistic Inference}, journal = {CoRR}, volume = {abs/2402.01915}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.01915}, doi = {10.48550/ARXIV.2402.01915}, eprinttype = {arXiv}, eprint = {2402.01915}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-01915.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-10243, author = {Iasonas Nikolaou and Konstantinos Pelechrinis and Evimaria Terzi}, title = {Understanding team collapse via probabilistic graphical models}, journal = {CoRR}, volume = {abs/2402.10243}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.10243}, doi = {10.48550/ARXIV.2402.10243}, eprinttype = {arXiv}, eprint = {2402.10243}, timestamp = {Fri, 22 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-10243.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-11354, author = {Kejing Lu and Chuan Xiao and Yoshiharu Ishikawa}, title = {Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search}, journal = {CoRR}, volume = {abs/2402.11354}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.11354}, doi = {10.48550/ARXIV.2402.11354}, eprinttype = {arXiv}, eprint = {2402.11354}, timestamp = {Mon, 26 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-11354.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2402-18246, author = {Joachim Grimstad and Andrey Morozov}, title = {Reinforcement Learning and Graph Neural Networks for Probabilistic Risk Assessment}, journal = {CoRR}, volume = {abs/2402.18246}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2402.18246}, doi = {10.48550/ARXIV.2402.18246}, eprinttype = {arXiv}, eprint = {2402.18246}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2402-18246.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Goodarzi23, author = {Meysam Goodarzi}, title = {Probabilistic Graphical Models: an Application in Synchronization and Localization}, school = {{HU} Berlin, Germany}, year = {2023}, url = {http://edoc.hu-berlin.de/18452/27425}, urn = {urn:nbn:de:kobv:11-110-18452/27425-2}, doi = {10.18452/26432}, timestamp = {Wed, 28 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Goodarzi23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Pastorino23, author = {Martina Pastorino}, title = {Probabilistic graphical models and deep learning methods for remote sensing image analysis}, school = {University of Genoa, Italy}, year = {2023}, url = {https://hdl.handle.net/11567/1155735}, doi = {10.15167/PASTORINO-MARTINA\_PHD2023-12-11}, timestamp = {Wed, 13 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Pastorino23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Hartwig23, author = {Mattis Hartwig}, title = {New methods for efficient query answering in Gaussian probabilistic graphical models}, school = {University of L{\"{u}}beck, Germany}, year = {2023}, url = {https://www.zhb.uni-luebeck.de/epubs/ediss2839.pdf}, urn = {urn:nbn:de:gbv:841-20221122425}, timestamp = {Fri, 20 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/dnb/Hartwig23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/LinCCL23, author = {Yung{-}Tzu J. Lin and Chuan{-}Yi Chang and Shein{-}Yung Cheng and Meng{-}Yun T. Lin}, title = {Probabilistic Customer Purchase Evolution Graph}, journal = {{IEEE} Access}, volume = {11}, pages = {32962--32971}, year = {2023}, url = {https://doi.org/10.1109/ACCESS.2023.3263729}, doi = {10.1109/ACCESS.2023.3263729}, timestamp = {Sat, 29 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/LinCCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/KhanMYU23, author = {Nasrullah Khan and Zongmin Ma and Li Yan and Aman Ullah}, title = {Hashing-based semantic relevance attributed knowledge graph embedding enhancement for deep probabilistic recommendation}, journal = {Appl. Intell.}, volume = {53}, number = {2}, pages = {2295--2320}, year = {2023}, url = {https://doi.org/10.1007/s10489-022-03235-7}, doi = {10.1007/S10489-022-03235-7}, timestamp = {Fri, 03 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/apin/KhanMYU23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/YangWLYLN23, author = {Zhengguo Yang and Jikui Wang and Qiang Li and Jihai Yi and Xuewen Liu and Feiping Nie}, title = {Graph optimization for unsupervised dimensionality reduction with probabilistic neighbors}, journal = {Appl. Intell.}, volume = {53}, number = {2}, pages = {2348--2361}, year = {2023}, url = {https://doi.org/10.1007/s10489-022-03534-z}, doi = {10.1007/S10489-022-03534-Z}, timestamp = {Sun, 15 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/apin/YangWLYLN23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/axioms/PietrasikR23, author = {Marcin Pietrasik and Marek Z. Reformat}, title = {Probabilistic Coarsening for Knowledge Graph Embeddings}, journal = {Axioms}, volume = {12}, number = {3}, pages = {275}, year = {2023}, url = {https://doi.org/10.3390/axioms12030275}, doi = {10.3390/AXIOMS12030275}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/axioms/PietrasikR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/HolsteinKMM23, author = {Tanja Holstein and Franziska Kistner and Lennart Martens and Thilo Muth}, title = {PepGM: a probabilistic graphical model for taxonomic inference of viral proteome samples with associated confidence scores}, journal = {Bioinform.}, volume = {39}, number = {5}, year = {2023}, url = {https://doi.org/10.1093/bioinformatics/btad289}, doi = {10.1093/BIOINFORMATICS/BTAD289}, timestamp = {Sat, 27 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bioinformatics/HolsteinKMM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/compnet/TabourierK23, author = {Lionel Tabourier and Julien Karadayi}, title = {Probabilistic \emph{k}-swap method for uniform graph generation beyond the configuration model}, journal = {J. Complex Networks}, volume = {12}, number = {1}, year = {2023}, url = {https://doi.org/10.1093/comnet/cnae002}, doi = {10.1093/COMNET/CNAE002}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/compnet/TabourierK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/es/DaneshDY23, author = {Malihe Danesh and Morteza Dorrigiv and Farzin Yaghmaee}, title = {A survey of clustering large probabilistic graphs: Techniques, evaluations, and applications}, journal = {Expert Syst. J. Knowl. Eng.}, volume = {40}, number = {6}, year = {2023}, url = {https://doi.org/10.1111/exsy.13248}, doi = {10.1111/EXSY.13248}, timestamp = {Fri, 07 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/es/DaneshDY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/ZhangSHXYHYUC23, author = {Xinqi Zhang and Jihao Shi and Xinyan Huang and Linda Fu Xiao and Ming Yang and Jiawei Huang and Xiaokang Yin and Asif Sohail Usmani and Guoming Chen}, title = {Towards deep probabilistic graph neural network for natural gas leak detection and localization without labeled anomaly data}, journal = {Expert Syst. Appl.}, volume = {231}, pages = {120542}, year = {2023}, url = {https://doi.org/10.1016/j.eswa.2023.120542}, doi = {10.1016/J.ESWA.2023.120542}, timestamp = {Fri, 09 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/ZhangSHXYHYUC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fac/MaximovaSG23, author = {Maria Maximova and Sven Schneider and Holger Giese}, title = {Compositional Analysis of Probabilistic Timed Graph Transformation Systems}, journal = {Formal Aspects Comput.}, volume = {35}, number = {3}, pages = {16:1--16:79}, year = {2023}, url = {https://doi.org/10.1145/3572782}, doi = {10.1145/3572782}, timestamp = {Sat, 14 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/fac/MaximovaSG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/Bolt23, author = {Janneke H. Bolt}, title = {Two generalizations of the semi-graphoid rule of probabilistic independence and more}, journal = {Int. J. Approx. Reason.}, volume = {161}, pages = {108985}, year = {2023}, url = {https://doi.org/10.1016/j.ijar.2023.108985}, doi = {10.1016/J.IJAR.2023.108985}, timestamp = {Sun, 01 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijar/Bolt23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijig/RaoP23, author = {E. Srinivasa Rao and Ch. Raghava Prasad}, title = {Deep Learning-Based Medical Image Fusion Using Integrated Joint Slope Analysis with Probabilistic Parametric Steered Image Filter}, journal = {Int. J. Image Graph.}, volume = {23}, number = {3}, pages = {2240013:1--2240013:19}, year = {2023}, url = {https://doi.org/10.1142/S0219467822400137}, doi = {10.1142/S0219467822400137}, timestamp = {Tue, 04 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijig/RaoP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/YuCZFX23, author = {Bin Yu and Ruipeng Cai and Jing Zhang and Yu Fu and Zeshui Xu}, title = {A graph attention network under probabilistic linguistic environment based on Bi-LSTM applied to film classification}, journal = {Inf. Sci.}, volume = {649}, pages = {119632}, year = {2023}, url = {https://doi.org/10.1016/j.ins.2023.119632}, doi = {10.1016/J.INS.2023.119632}, timestamp = {Fri, 01 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/YuCZFX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jaihc/Stokes23, author = {Klara Stokes}, title = {Cover-up: a probabilistic privacy-preserving graph database model}, journal = {J. Ambient Intell. Humaniz. Comput.}, volume = {14}, number = {11}, pages = {15003--15010}, year = {2023}, url = {https://doi.org/10.1007/s12652-019-01515-8}, doi = {10.1007/S12652-019-01515-8}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jaihc/Stokes23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kais/SK23, author = {Subhashree S and P. Sreenivasa Kumar}, title = {Discovering disjoint object property pairs in knowledge graphs using Probabilistic Soft Logic}, journal = {Knowl. Inf. Syst.}, volume = {65}, number = {2}, pages = {899--919}, year = {2023}, url = {https://doi.org/10.1007/s10115-022-01773-7}, doi = {10.1007/S10115-022-01773-7}, timestamp = {Tue, 14 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kais/SK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pacmmod/TsamouraLU23, author = {Efthymia Tsamoura and Jaehun Lee and Jacopo Urbani}, title = {Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue}, journal = {Proc. {ACM} Manag. Data}, volume = {1}, number = {1}, pages = {39:1--39:27}, year = {2023}, url = {https://doi.org/10.1145/3588719}, doi = {10.1145/3588719}, timestamp = {Thu, 15 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pacmmod/TsamouraLU23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/KonfortiSLB23, author = {Yael Konforti and Alon Shpigler and Boaz Lerner and Aharon Bar{-}Hillel}, title = {{SIGN:} Statistical Inference Graphs Based on Probabilistic Network Activity Interpretation}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {45}, number = {3}, pages = {3783--3797}, year = {2023}, url = {https://doi.org/10.1109/TPAMI.2022.3181472}, doi = {10.1109/TPAMI.2022.3181472}, timestamp = {Thu, 27 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/KonfortiSLB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pe/KumarKY23, author = {B. R. Vinay Kumar and Navin Kashyap and D. Yogeshwaran}, title = {An analysis of probabilistic forwarding of coded packets on random geometric graphs}, journal = {Perform. Evaluation}, volume = {160}, pages = {102343}, year = {2023}, url = {https://doi.org/10.1016/j.peva.2023.102343}, doi = {10.1016/J.PEVA.2023.102343}, timestamp = {Fri, 21 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pe/KumarKY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/Howie0T23, author = {Joseph Howie and Venkatesh Srinivasan and Alex Thomo}, title = {Scaling Up Structural Clustering to Large Probabilistic Graphs Using Lyapunov Central Limit Theorem}, journal = {Proc. {VLDB} Endow.}, volume = {16}, number = {11}, pages = {3165--3177}, year = {2023}, url = {https://www.vldb.org/pvldb/vol16/p3165-howie.pdf}, doi = {10.14778/3611479.3611516}, timestamp = {Mon, 23 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/Howie0T23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/rairo/Li023, author = {Zijun Li and Fanyong Meng}, title = {The probabilistic Harsanyi power solutions for probabilistic graph games}, journal = {{RAIRO} Oper. Res.}, volume = {57}, number = {5}, pages = {2873--2887}, year = {2023}, url = {https://doi.org/10.1051/ro/2023125}, doi = {10.1051/RO/2023125}, timestamp = {Wed, 24 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/rairo/Li023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ress/YangYY23, author = {Jingyu Yang and Zuogong Yue and Ye Yuan}, title = {Deep probabilistic graphical modeling for robust multivariate time series anomaly detection with missing data}, journal = {Reliab. Eng. Syst. Saf.}, volume = {238}, pages = {109410}, year = {2023}, url = {https://doi.org/10.1016/j.ress.2023.109410}, doi = {10.1016/J.RESS.2023.109410}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ress/YangYY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/DjeumouXCT23, author = {Franck Djeumou and Zhe Xu and Murat Cubuktepe and Ufuk Topcu}, title = {Probabilistic Control of Heterogeneous Swarms Subject to Graph Temporal Logic Specifications: {A} Decentralized and Scalable Approach}, journal = {{IEEE} Trans. Autom. Control.}, volume = {68}, number = {4}, pages = {2245--2260}, year = {2023}, url = {https://doi.org/10.1109/TAC.2022.3176797}, doi = {10.1109/TAC.2022.3176797}, timestamp = {Sun, 16 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/DjeumouXCT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/LiWHTLLL23, author = {Mincan Li and Zidong Wang and Qing{-}Long Han and Simon J. E. Taylor and Kenli Li and Xiangke Liao and Xiaohui Liu}, title = {Influence Maximization in Multiagent Systems by a Graph Embedding Method: Dealing With Probabilistically Unstable Links}, journal = {{IEEE} Trans. Cybern.}, volume = {53}, number = {9}, pages = {6004--6016}, year = {2023}, url = {https://doi.org/10.1109/TCYB.2022.3227805}, doi = {10.1109/TCYB.2022.3227805}, timestamp = {Thu, 31 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/LiWHTLLL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/titb/JainCKM23, author = {Stuti Jain and {\'{E}}milie Chouzenoux and Kriti Kumar and Angshul Majumdar}, title = {Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction}, journal = {{IEEE} J. Biomed. Health Informatics}, volume = {27}, number = {5}, pages = {2565--2574}, year = {2023}, url = {https://doi.org/10.1109/JBHI.2023.3246225}, doi = {10.1109/JBHI.2023.3246225}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/titb/JainCKM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tiv/WestnyOOF23, author = {Theodor Westny and Joel Oskarsson and Bj{\"{o}}rn Olofsson and Erik Frisk}, title = {{MTP-GO:} Graph-Based Probabilistic Multi-Agent Trajectory Prediction With Neural ODEs}, journal = {{IEEE} Trans. Intell. Veh.}, volume = {8}, number = {9}, pages = {4223--4236}, year = {2023}, url = {https://doi.org/10.1109/TIV.2023.3282308}, doi = {10.1109/TIV.2023.3282308}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tiv/WestnyOOF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkdd/ChenRMKE23, author = {Hongjie Chen and Ryan A. Rossi and Kanak Mahadik and Sungchul Kim and Hoda Eldardiry}, title = {Graph Deep Factors for Probabilistic Time-series Forecasting}, journal = {{ACM} Trans. Knowl. Discov. Data}, volume = {17}, number = {2}, pages = {26:1--26:30}, year = {2023}, url = {https://doi.org/10.1145/3543511}, doi = {10.1145/3543511}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkdd/ChenRMKE23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ton/OikonomouKAS23, author = {Konstantinos Oikonomou and George Koufoudakis and Sonia A{\"{\i}}ssa and Ioannis Stavrakakis}, title = {Probabilistic Flooding Performance Analysis Exploiting Graph Spectra Properties}, journal = {{IEEE/ACM} Trans. Netw.}, volume = {31}, number = {1}, pages = {133--146}, year = {2023}, url = {https://doi.org/10.1109/TNET.2022.3192310}, doi = {10.1109/TNET.2022.3192310}, timestamp = {Sat, 25 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ton/OikonomouKAS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tplp/BellomariniLSS23, author = {Luigi Bellomarini and Eleonora Laurenza and Emanuel Sallinger and Evgeny Sherkhonov}, title = {Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs}, journal = {Theory Pract. Log. Program.}, volume = {23}, number = {3}, pages = {507--534}, year = {2023}, url = {https://doi.org/10.1017/s1471068422000412}, doi = {10.1017/S1471068422000412}, timestamp = {Sat, 16 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tplp/BellomariniLSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/AgeeliVSMRH23, author = {Amani Ageeli and Alberto Jaspe Villanueva and Ronell Sicat and Florian Mannuss and Peter Rautek and Markus Hadwiger}, title = {Multivariate Probabilistic Range Queries for Scalable Interactive 3D Visualization}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {29}, number = {1}, pages = {646--656}, year = {2023}, url = {https://doi.org/10.1109/TVCG.2022.3209439}, doi = {10.1109/TVCG.2022.3209439}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/AgeeliVSMRH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/DudleyZGBLWK23, author = {John J. Dudley and Jingyao Zheng and Aakar Gupta and Hrvoje Benko and Matt Longest and Robert Wang and Per Ola Kristensson}, title = {Evaluating the Performance of Hand-Based Probabilistic Text Input Methods on a Mid-Air Virtual Qwerty Keyboard}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {29}, number = {11}, pages = {4567--4577}, year = {2023}, url = {https://doi.org/10.1109/TVCG.2023.3320238}, doi = {10.1109/TVCG.2023.3320238}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/DudleyZGBLWK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/XenopoulosRNBS23, author = {Peter Xenopoulos and Jo{\~{a}}o Rulff and Luis Gustavo Nonato and Brian Barr and Cl{\'{a}}udio T. Silva}, title = {Calibrate: Interactive Analysis of Probabilistic Model Output}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {29}, number = {1}, pages = {853--863}, year = {2023}, url = {https://doi.org/10.1109/TVCG.2022.3209489}, doi = {10.1109/TVCG.2022.3209489}, timestamp = {Sun, 15 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/XenopoulosRNBS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/QianXXZ023, author = {Tangjiang Qian and Xovee Xu and Zhe Xiao and Ting Zhong and Fan Zhou}, editor = {Brian Williams and Yiling Chen and Jennifer Neville}, title = {A Probabilistic Graph Diffusion Model for Source Localization (Student Abstract)}, booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI} 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February 7-14, 2023}, pages = {16306--16307}, publisher = {{AAAI} Press}, year = {2023}, url = {https://doi.org/10.1609/aaai.v37i13.27013}, doi = {10.1609/AAAI.V37I13.27013}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/QianXXZ023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/adma/LiLGCG23, author = {Ruikun Li and Xuliang Li and Shiying Gao and S. T. Boris Choy and Junbin Gao}, editor = {Xiaochun Yang and Heru Suhartanto and Guoren Wang and Bin Wang and Jing Jiang and Bing Li and Huaijie Zhu and Ningning Cui}, title = {Graph Convolution Recurrent Denoising Diffusion Model for Multivariate Probabilistic Temporal Forecasting}, booktitle = {Advanced Data Mining and Applications - 19th International Conference, {ADMA} 2023, Shenyang, China, August 21-23, 2023, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {14176}, pages = {661--676}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-46661-8\_44}, doi = {10.1007/978-3-031-46661-8\_44}, timestamp = {Thu, 16 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/adma/LiLGCG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiia/Gentili23, author = {Elisabetta Gentili}, editor = {Valentina Poggioni and Silvia Rossi}, title = {Knowledge Graph Completion with Probabilistic Logic Programming (Short paper)}, booktitle = {Proceedings of the AIxIA Doctoral Consortium 2023 co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), Rome, Italy, November 6-7, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3670}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3670/paper96.pdf}, timestamp = {Mon, 29 Apr 2024 17:21:58 +0200}, biburl = {https://dblp.org/rec/conf/aiia/Gentili23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/LiM0F23, author = {Lening Li and Haoxiang Ma and Shuo Han and Jie Fu}, title = {Synthesis of Proactive Sensor Placement In Probabilistic Attack Graphs}, booktitle = {American Control Conference, {ACC} 2023, San Diego, CA, USA, May 31 - June 2, 2023}, pages = {3415--3421}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.23919/ACC55779.2023.10156520}, doi = {10.23919/ACC55779.2023.10156520}, timestamp = {Tue, 11 Jul 2023 16:44:02 +0200}, biburl = {https://dblp.org/rec/conf/amcc/LiM0F23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/Ma0LKF23, author = {Haoxiang Ma and Shuo Han and Nandi Leslie and Charles A. Kamhoua and Jie Fu}, editor = {Noa Agmon and Bo An and Alessandro Ricci and William Yeoh}, title = {Optimal Decoy Resource Allocation for Proactive Defense in Probabilistic Attack Graphs}, booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May 2023 - 2 June 2023}, pages = {2616--2618}, publisher = {{ACM}}, year = {2023}, url = {https://dl.acm.org/doi/10.5555/3545946.3599020}, doi = {10.5555/3545946.3599020}, timestamp = {Tue, 23 May 2023 14:27:14 +0200}, biburl = {https://dblp.org/rec/conf/atal/Ma0LKF23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/SuLCCL23, author = {Huaqiang Su and Haijun Lei and Guoliang Chen and Xin Chen and Baiying Lei}, editor = {Xingpeng Jiang and Haiying Wang and Reda Alhajj and Xiaohua Hu and Felix Engel and Mufti Mahmud and Nadia Pisanti and Xuefeng Cui and Hong Song}, title = {Mutual Graph Learning Network and Diffusion Probabilistic Model-based Medical Image Segmentation}, booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2023, Istanbul, Turkiye, December 5-8, 2023}, pages = {2245--2248}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/BIBM58861.2023.10385951}, doi = {10.1109/BIBM58861.2023.10385951}, timestamp = {Thu, 14 Mar 2024 16:59:09 +0100}, biburl = {https://dblp.org/rec/conf/bibm/SuLCCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/codit/MechriS23, author = {Walid Mechri and Christophe Simon}, title = {Experience Feedback and Probabilistic Graphical Model for Failure Causes Isolation}, booktitle = {9th International Conference on Control, Decision and Information Technologies, CoDIT 2023, Rome, Italy, July 3-6, 2023}, pages = {780--785}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CoDIT58514.2023.10284473}, doi = {10.1109/CODIT58514.2023.10284473}, timestamp = {Sat, 11 Nov 2023 12:58:26 +0100}, biburl = {https://dblp.org/rec/conf/codit/MechriS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colcom/LuQYD23, author = {Tong Lu and Zhiwei Qi and Kun Yue and Liang Duan}, editor = {Honghao Gao and Xinheng Wang and Nikolaos S. Voros}, title = {Probabilistic Inference Based Incremental Graph Index for Similarity Search on Social Networks}, booktitle = {Collaborative Computing: Networking, Applications and Worksharing - 19th {EAI} International Conference, CollaborateCom 2023, Corfu Island, Greece, October 4-6, 2023, Proceedings, Part {II}}, series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering}, volume = {562}, pages = {458--473}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-54528-3\_25}, doi = {10.1007/978-3-031-54528-3\_25}, timestamp = {Tue, 30 Apr 2024 14:23:38 +0200}, biburl = {https://dblp.org/rec/conf/colcom/LuQYD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/BiswasJ23, author = {Bashirul Azam Biswas and Qiang Ji}, title = {Probabilistic Debiasing of Scene Graphs}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023}, pages = {10429--10438}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/CVPR52729.2023.01005}, doi = {10.1109/CVPR52729.2023.01005}, timestamp = {Tue, 29 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/BiswasJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eucnc/ToitL23, author = {J. du Toit and L. J. Labuschagne}, title = {Inferring Hidden Structure in Mobile Network Performance Data with Noisy Net Promoter Scores using a Probabilistic Graphical Model}, booktitle = {2023 Joint European Conference on Networks and Communications {\&} 6G Summit, EuCNC/6G Summit 2023, Gothenburg, Sweden, June 6-9, 2023}, pages = {436--441}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/EuCNC/6GSummit58263.2023.10188368}, doi = {10.1109/EUCNC/6GSUMMIT58263.2023.10188368}, timestamp = {Mon, 31 Jul 2023 13:56:43 +0200}, biburl = {https://dblp.org/rec/conf/eucnc/ToitL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/WenLXWWZL23, author = {Haomin Wen and Youfang Lin and Yutong Xia and Huaiyu Wan and Qingsong Wen and Roger Zimmermann and Yuxuan Liang}, editor = {Matthias Renz and Mario A. Nascimento}, title = {DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models}, booktitle = {Proceedings of the 31st {ACM} International Conference on Advances in Geographic Information Systems, {SIGSPATIAL} 2023, Hamburg, Germany, November 13-16, 2023}, pages = {60:1--60:12}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3589132.3625614}, doi = {10.1145/3589132.3625614}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/gis/WenLXWWZL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccbr/WuZ23, author = {Yuejia Wu and Jian{-}tao Zhou}, editor = {Stewart Massie and Sutanu Chakraborti}, title = {A Contextual Information-Augmented Probabilistic Case-Based Reasoning Model for Knowledge Graph Reasoning}, booktitle = {Case-Based Reasoning Research and Development - 31st International Conference, {ICCBR} 2023, Aberdeen, UK, July 17-20, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14141}, pages = {102--117}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-40177-0\_7}, doi = {10.1007/978-3-031-40177-0\_7}, timestamp = {Thu, 03 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iccbr/WuZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/0004GSL023, author = {Junyi Zhang and Jiaqi Guo and Shizhao Sun and Jian{-}Guang Lou and Dongmei Zhang}, title = {LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models}, booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023, Paris, France, October 1-6, 2023}, pages = {7192--7202}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICCV51070.2023.00664}, doi = {10.1109/ICCV51070.2023.00664}, timestamp = {Mon, 22 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/0004GSL023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/ZhouGWTGLGM23, author = {Guangyao Zhou and Nishad Gothoskar and Lirui Wang and Joshua B. Tenenbaum and Dan Gutfreund and Miguel L{\'{a}}zaro{-}Gredilla and Dileep George and Vikash K. Mansinghka}, title = {3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation}, booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023, Paris, France, October 1-6, 2023}, pages = {21568--21579}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICCV51070.2023.01977}, doi = {10.1109/ICCV51070.2023.01977}, timestamp = {Tue, 23 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/ZhouGWTGLGM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclp/AzzoliniGR23, author = {Damiano Azzolini and Elisabetta Gentili and Fabrizio Riguzzi}, editor = {Joaqu{\'{\i}}n Arias and Sotiris Batsakis and Wolfgang Faber and Gopal Gupta and Francesco Pacenza and Emmanuel Papadakis and Livio Robaldo and Kilian R{\"{u}}ckschlo{\ss} and Elmer Salazar and Zeynep G. Saribatur and Ilias Tachmazidis and Felix Weitk{\"{a}}mper and Adam Z. Wyner}, title = {Link Prediction in Knowledge Graphs with Probabilistic Logic Programming: Work in Progress}, booktitle = {Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming {(ICLP} 2023), London, United Kingdom, July 9th and 10th, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3437}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3437/short5PLP.pdf}, timestamp = {Mon, 18 Dec 2023 10:22:48 +0100}, biburl = {https://dblp.org/rec/conf/iclp/AzzoliniGR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WangS23, author = {Xiaoqi Wang and Han{-}Wei Shen}, title = {GNNInterpreter: {A} Probabilistic Generative Model-Level Explanation for Graph Neural Networks}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/pdf?id=rqq6Dh8t4d}, timestamp = {Fri, 30 Jun 2023 14:38:38 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WangS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/SunC23, author = {Xiuxuan Sun and Jianhua Chen}, title = {Graph Wavenet+TimeGrad Probabilistic Model for High-Dimensional Time Series Prediction}, booktitle = {International Conference on Machine Learning and Applications, {ICMLA} 2023, Jacksonville, FL, USA, December 15-17, 2023}, pages = {1833--1838}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICMLA58977.2023.00278}, doi = {10.1109/ICMLA58977.2023.00278}, timestamp = {Tue, 02 Apr 2024 21:06:13 +0200}, biburl = {https://dblp.org/rec/conf/icmla/SunC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/PastorinoMSZ23, author = {Martina Pastorino and Gabriele Moser and Sebastiano B. Serpico and Josiane Zerubia}, title = {Classification of Multimission {SAR} Images Based on Probabilistic Graphical Models and Convolutional Neural Networks}, booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2023, Pasadena, CA, USA, July 16-21, 2023}, pages = {1420--1423}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IGARSS52108.2023.10283356}, doi = {10.1109/IGARSS52108.2023.10283356}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/igarss/PastorinoMSZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/PollardBFMMTTCE23, author = {Thomas Pollard and Michael Braun and Yuli Friedman and Cara Murphy and Matthew Meyn and N. Joseph Tatro and Wayne Treible and Daniel E. Crispell and Gil Ettinger}, title = {World-Scale Construction Detection in Medium-Resolution Satellite Imagery Using a Probabilistic Graphical Model of Space-Time Pixel Class Labels}, booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2023, Pasadena, CA, USA, July 16-21, 2023}, pages = {1197--1199}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IGARSS52108.2023.10282663}, doi = {10.1109/IGARSS52108.2023.10282663}, timestamp = {Tue, 07 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/igarss/PollardBFMMTTCE23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipin/BaiWHY23, author = {Shiyu Bai and Weisong Wen and Li{-}Ta Hsu and Yue Yu}, title = {Factor Graph Optimization-based Indoor Pedestrian {SLAM} with Probabilistic Exact Activity Loop Closures using Smartphone}, booktitle = {13th International Conference on Indoor Positioning and Indoor Navigation, {IPIN} 2023, Nuremberg, Germany, September 25-28, 2023}, pages = {1--8}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IPIN57070.2023.10332510}, doi = {10.1109/IPIN57070.2023.10332510}, timestamp = {Wed, 03 Jan 2024 08:34:27 +0100}, biburl = {https://dblp.org/rec/conf/ipin/BaiWHY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itsc/MaciHK23, author = {Enrik Maci and Rhys Howard and Lars Kunze}, title = {Generating and Explaining Corner Cases Using Learnt Probabilistic Lane Graphs}, booktitle = {25th {IEEE} International Conference on Intelligent Transportation Systems, {ITSC} 2022, Macau, China, October 8-12, 2022}, pages = {4201--4208}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ITSC57777.2023.10422229}, doi = {10.1109/ITSC57777.2023.10422229}, timestamp = {Thu, 22 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itsc/MaciHK23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kgswc/ZaeemGAA23, author = {Jasir Mohammad Zaeem and Vibhor Garg and Kirti Aggarwal and Anuja Arora}, editor = {Fernando Ortiz{-}Rodr{\'{\i}}guez and Boris Villaz{\'{o}}n{-}Terrazas and Sanju Tiwari and Carlos Bobed}, title = {An Intelligent Article Knowledge Graph Formation Framework Using {BM25} Probabilistic Retrieval Model}, booktitle = {Knowledge Graphs and Semantic Web - 5th Iberoamerican Conference and 4th Indo-American Conference, {KGSWC} 2023, Zaragoza, Spain, November 13-15, 2023, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {14382}, pages = {32--43}, publisher = {Springer}, year = {2023}, url = {https://doi.org/10.1007/978-3-031-47745-4\_3}, doi = {10.1007/978-3-031-47745-4\_3}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kgswc/ZaeemGAA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/HangZ23, author = {Jun{-}Yi Hang and Min{-}Ling Zhang}, editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine}, title = {Partial Multi-Label Learning with Probabilistic Graphical Disambiguation}, booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023}, year = {2023}, url = {http://papers.nips.cc/paper\_files/paper/2023/hash/04e05ba5cbc36044f6499d1edf15247e-Abstract-Conference.html}, timestamp = {Fri, 01 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/HangZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semco/FreedmanAMP23, author = {Hayden Freedman and Neda Abolhassani and Jacob Metzger and Sanjoy Paul}, title = {Ontology Modeling for Probabilistic Knowledge Graphs}, booktitle = {17th {IEEE} International Conference on Semantic Computing, {ICSC} 2023, Laguna Hills, CA, USA, February 1-3, 2023}, pages = {252--259}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/ICSC56153.2023.00049}, doi = {10.1109/ICSC56153.2023.00049}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/semco/FreedmanAMP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/RegoS23, author = {Leandro Chaves R{\^{e}}go and Maisa Mendon{\c{c}}a Silva}, title = {Obtaining Lower and Upper Probabilistic Preferences in the Graph Model for Conflict Resolution Through Multicriteria Evaluation}, booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2023, Honolulu, Oahu, HI, USA, October 1-4, 2023}, pages = {3285--3290}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/SMC53992.2023.10394225}, doi = {10.1109/SMC53992.2023.10394225}, timestamp = {Tue, 13 Feb 2024 09:22:04 +0100}, biburl = {https://dblp.org/rec/conf/smc/RegoS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/RichardsonHS23, author = {Oliver E. Richardson and Joseph Y. Halpern and Christopher De Sa}, editor = {Robin J. Evans and Ilya Shpitser}, title = {Inference for probabilistic dependency graphs}, booktitle = {Uncertainty in Artificial Intelligence, {UAI} 2023, July 31 - 4 August 2023, Pittsburgh, PA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {216}, pages = {1741--1751}, publisher = {{PMLR}}, year = {2023}, url = {https://proceedings.mlr.press/v216/richardson23a.html}, timestamp = {Mon, 28 Aug 2023 17:23:08 +0200}, biburl = {https://dblp.org/rec/conf/uai/RichardsonHS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-01336, author = {Haoxiang Ma and Shuo Han and Nandi Leslie and Charles A. Kamhoua and Jie Fu}, title = {Optimal Decoy Resource Allocation for Proactive Defense in Probabilistic Attack Graphs}, journal = {CoRR}, volume = {abs/2301.01336}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.01336}, doi = {10.48550/ARXIV.2301.01336}, eprinttype = {arXiv}, eprint = {2301.01336}, timestamp = {Mon, 16 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-01336.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-10536, author = {Jiayuan Chen and Xiang Zhang and Yinfei Xu and Tianli Zhao and Renjie Xie and Wei Xu}, title = {Understanding and Improving Deep Graph Neural Networks: {A} Probabilistic Graphical Model Perspective}, journal = {CoRR}, volume = {abs/2301.10536}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.10536}, doi = {10.48550/ARXIV.2301.10536}, eprinttype = {arXiv}, eprint = {2301.10536}, timestamp = {Sun, 23 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-10536.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2301-13629, author = {Haomin Wen and Youfang Lin and Yutong Xia and Huaiyu Wan and Roger Zimmermann and Yuxuan Liang}, title = {DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models}, journal = {CoRR}, volume = {abs/2301.13629}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2301.13629}, doi = {10.48550/ARXIV.2301.13629}, eprinttype = {arXiv}, eprint = {2301.13629}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2301-13629.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-00735, author = {Theodor Westny and Joel Oskarsson and Bj{\"{o}}rn Olofsson and Erik Frisk}, title = {{MTP-GO:} Graph-Based Probabilistic Multi-Agent Trajectory Prediction with Neural ODEs}, journal = {CoRR}, volume = {abs/2302.00735}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.00735}, doi = {10.48550/ARXIV.2302.00735}, eprinttype = {arXiv}, eprint = {2302.00735}, timestamp = {Thu, 09 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-00735.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-07243, author = {Junn Yong Loo and Sin{-}Yee Yap and Fuad Noman and Raphael C.{-}W. Phan and Chee{-}Ming Ting}, title = {A Deep Probabilistic Spatiotemporal Framework for Dynamic Graph Representation Learning with Application to Brain Disorder Identification}, journal = {CoRR}, volume = {abs/2302.07243}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.07243}, doi = {10.48550/ARXIV.2302.07243}, eprinttype = {arXiv}, eprint = {2302.07243}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-07243.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-10506, author = {Hyosoon Jang and Sangwoo Mo and Sungsoo Ahn}, title = {Diffusion Probabilistic Models for Graph-Structured Prediction}, journal = {CoRR}, volume = {abs/2302.10506}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.10506}, doi = {10.48550/ARXIV.2302.10506}, eprinttype = {arXiv}, eprint = {2302.10506}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-10506.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-04040, author = {Qingyi Wang and Shenhao Wang and Dingyi Zhuang and Haris N. Koutsopoulos and Jinhua Zhao}, title = {Uncertainty Quantification of Spatiotemporal Travel Demand with Probabilistic Graph Neural Networks}, journal = {CoRR}, volume = {abs/2303.04040}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.04040}, doi = {10.48550/ARXIV.2303.04040}, eprinttype = {arXiv}, eprint = {2303.04040}, timestamp = {Wed, 15 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-04040.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-11589, author = {Junyi Zhang and Jiaqi Guo and Shizhao Sun and Jian{-}Guang Lou and Dongmei Zhang}, title = {LayoutDiffusion: Improving Graphic Layout Generation by Discrete Diffusion Probabilistic Models}, journal = {CoRR}, volume = {abs/2303.11589}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.11589}, doi = {10.48550/ARXIV.2303.11589}, eprinttype = {arXiv}, eprint = {2303.11589}, timestamp = {Tue, 11 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-11589.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2303-14207, author = {Jiapeng Tang and Yinyu Nie and Lev Markhasin and Angela Dai and Justus Thies and Matthias Nie{\ss}ner}, title = {DiffuScene: Scene Graph Denoising Diffusion Probabilistic Model for Generative Indoor Scene Synthesis}, journal = {CoRR}, volume = {abs/2303.14207}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2303.14207}, doi = {10.48550/ARXIV.2303.14207}, eprinttype = {arXiv}, eprint = {2303.14207}, timestamp = {Fri, 14 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2303-14207.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-05123, author = {Dina Barak{-}Pelleg and Daniel Berend and Thomas J. Robinson and Itamar Zimmerman}, title = {Algorithms for Reconstructing DDoS Attack Graphs using Probabilistic Packet Marking}, journal = {CoRR}, volume = {abs/2304.05123}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.05123}, doi = {10.48550/ARXIV.2304.05123}, eprinttype = {arXiv}, eprint = {2304.05123}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-05123.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-05459, author = {Efthymia Tsamoura and Jaehun Lee and Jacopo Urbani}, title = {Probabilistic Reasoning at Scale: Trigger Graphs to the Rescue}, journal = {CoRR}, volume = {abs/2304.05459}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.05459}, doi = {10.48550/ARXIV.2304.05459}, eprinttype = {arXiv}, eprint = {2304.05459}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-05459.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-06727, author = {Shimiao Li and Amritanshu Pandey and Larry T. Pileggi}, title = {Contingency Analyses with Warm Starter using Probabilistic Graphical Model}, journal = {CoRR}, volume = {abs/2304.06727}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.06727}, doi = {10.48550/ARXIV.2304.06727}, eprinttype = {arXiv}, eprint = {2304.06727}, timestamp = {Wed, 19 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-06727.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-02471, author = {Fatemeh Shiri and Teresa Wang and Shirui Pan and Xiaojun Chang and Yuan{-}Fang Li and Reza Haffari and Van Nguyen and Shuang Yu}, title = {Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain}, journal = {CoRR}, volume = {abs/2305.02471}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.02471}, doi = {10.48550/ARXIV.2305.02471}, eprinttype = {arXiv}, eprint = {2305.02471}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-02471.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-03152, author = {Tim Kaler and Alexandros{-}Stavros Iliopoulos and Philip Murzynowski and Tao B. Schardl and Charles E. Leiserson and Jie Chen}, title = {Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching}, journal = {CoRR}, volume = {abs/2305.03152}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.03152}, doi = {10.48550/ARXIV.2305.03152}, eprinttype = {arXiv}, eprint = {2305.03152}, timestamp = {Wed, 10 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-03152.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-07954, author = {Ayelet Heimowitz and Yosi Keller}, title = {Image Segmentation via Probabilistic Graph Matching}, journal = {CoRR}, volume = {abs/2305.07954}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.07954}, doi = {10.48550/ARXIV.2305.07954}, eprinttype = {arXiv}, eprint = {2305.07954}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-07954.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-10544, author = {Federico Errica and Mathias Niepert}, title = {Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks}, journal = {CoRR}, volume = {abs/2305.10544}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.10544}, doi = {10.48550/ARXIV.2305.10544}, eprinttype = {arXiv}, eprint = {2305.10544}, timestamp = {Thu, 25 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-10544.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-15944, author = {Lorenzo Loconte and Nicola Di Mauro and Robert Peharz and Antonio Vergari}, title = {How to Turn Your Knowledge Graph Embeddings into Generative Models via Probabilistic Circuits}, journal = {CoRR}, volume = {abs/2305.15944}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.15944}, doi = {10.48550/ARXIV.2305.15944}, eprinttype = {arXiv}, eprint = {2305.15944}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-15944.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-17583, author = {Boyao Li and Alexandar J. Thomson and Matthew M. Engelhard and David Page}, title = {On Neural Networks as Infinite Tree-Structured Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/2305.17583}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.17583}, doi = {10.48550/ARXIV.2305.17583}, eprinttype = {arXiv}, eprint = {2305.17583}, timestamp = {Tue, 06 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-17583.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2305-19343, author = {Hichem Sahbi}, title = {Budget-Aware Graph Convolutional Network Design using Probabilistic Magnitude Pruning}, journal = {CoRR}, volume = {abs/2305.19343}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2305.19343}, doi = {10.48550/ARXIV.2305.19343}, eprinttype = {arXiv}, eprint = {2305.19343}, timestamp = {Wed, 07 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2305-19343.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2307-00623, author = {Daiki Koge and Naoaki Ono and Shigehiko Kanaya}, title = {Variational Autoencoding Molecular Graphs with Denoising Diffusion Probabilistic Model}, journal = {CoRR}, volume = {abs/2307.00623}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2307.00623}, doi = {10.48550/ARXIV.2307.00623}, eprinttype = {arXiv}, eprint = {2307.00623}, timestamp = {Mon, 10 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2307-00623.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-01375, author = {Robert Maier and Andreas Schlattl and Thomas Guess and J{\"{u}}rgen Mottok}, title = {CausalOps - Towards an Industrial Lifecycle for Causal Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/2308.01375}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.01375}, doi = {10.48550/ARXIV.2308.01375}, eprinttype = {arXiv}, eprint = {2308.01375}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-01375.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-03773, author = {Pablo Robles{-}Granda and Katherine Tsai and Oluwasanmi Koyejo}, title = {Goodness-of-Fit of Attributed Probabilistic Graph Generative Models}, journal = {CoRR}, volume = {abs/2308.03773}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.03773}, doi = {10.48550/ARXIV.2308.03773}, eprinttype = {arXiv}, eprint = {2308.03773}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-03773.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2308-13658, author = {Enrik Maci and Rhys Howard and Lars Kunze}, title = {Generating and Explaining Corner Cases Using Learnt Probabilistic Lane Graphs}, journal = {CoRR}, volume = {abs/2308.13658}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2308.13658}, doi = {10.48550/ARXIV.2308.13658}, eprinttype = {arXiv}, eprint = {2308.13658}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2308-13658.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2309-13287, author = {Antoine Amarilli and Timothy van Bremen and Kuldeep S. Meel}, title = {Conjunctive Queries on Probabilistic Graphs: The Limits of Approximability}, journal = {CoRR}, volume = {abs/2309.13287}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2309.13287}, doi = {10.48550/ARXIV.2309.13287}, eprinttype = {arXiv}, eprint = {2309.13287}, timestamp = {Wed, 27 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2309-13287.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-04044, author = {Minjae Song and Yeseung Kim and Daehyung Park}, title = {Graph-based 3D Collision-distance Estimation Network with Probabilistic Graph Rewiring}, journal = {CoRR}, volume = {abs/2310.04044}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.04044}, doi = {10.48550/ARXIV.2310.04044}, eprinttype = {arXiv}, eprint = {2310.04044}, timestamp = {Fri, 20 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-04044.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-13942, author = {Batya Kenig}, title = {Approximate Implication for Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/2310.13942}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.13942}, doi = {10.48550/ARXIV.2310.13942}, eprinttype = {arXiv}, eprint = {2310.13942}, timestamp = {Fri, 27 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-13942.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-16525, author = {Oleksii Sirotkin}, title = {Cyclic Directed Probabilistic Graphical Model: {A} Proposal Based on Structured Outcomes}, journal = {CoRR}, volume = {abs/2310.16525}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.16525}, doi = {10.48550/ARXIV.2310.16525}, eprinttype = {arXiv}, eprint = {2310.16525}, timestamp = {Tue, 31 Oct 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-16525.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-17360, author = {Junfeng Hu and Xu Liu and Zhencheng Fan and Yuxuan Liang and Roger Zimmermann}, title = {Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning}, journal = {CoRR}, volume = {abs/2310.17360}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.17360}, doi = {10.48550/ARXIV.2310.17360}, eprinttype = {arXiv}, eprint = {2310.17360}, timestamp = {Thu, 02 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-17360.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-05580, author = {Oliver E. Richardson and Joseph Y. Halpern and Christopher De Sa}, title = {Inference for Probabilistic Dependency Graphs}, journal = {CoRR}, volume = {abs/2311.05580}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.05580}, doi = {10.48550/ARXIV.2311.05580}, eprinttype = {arXiv}, eprint = {2311.05580}, timestamp = {Tue, 14 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-05580.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-17127, author = {Nathanael L. Ackerman and Cameron E. Freer and Younesse Kaddar and Jacek Karwowski and Sean K. Moss and Daniel M. Roy and Sam Staton and Hongseok Yang}, title = {Probabilistic programming interfaces for random graphs: Markov categories, graphons, and nominal sets}, journal = {CoRR}, volume = {abs/2312.17127}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.17127}, doi = {10.48550/ARXIV.2312.17127}, eprinttype = {arXiv}, eprint = {2312.17127}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-17127.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Garbarino22, author = {Davide Garbarino}, title = {Acknowledging the structured nature of real-world data with graphs embeddings and probabilistic inference methods}, school = {University of Genoa, Italy}, year = {2022}, url = {http://hdl.handle.net/11567/1092453}, doi = {10.15167/GARBARINO-DAVIDE\_PHD2022-07-26}, timestamp = {Fri, 30 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Garbarino22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Shanghooshabad22, author = {Ali Mohammadi Shanghooshabad}, title = {Learned joins with probabilistic graphical models}, school = {University of Warwick, Coventry, {UK}}, year = {2022}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.888012}, timestamp = {Sun, 29 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Shanghooshabad22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Monvoisin22, author = {Mathilde Monvoisin}, title = {Mod{\`{e}}les graphiques probabilistes appliqu{\'{e}}s aux proc{\'{e}}d{\'{e}}s de fabrication. (Probabilistic graphical models applied to manufacturing processes)}, school = {University of Nantes, France}, year = {2022}, url = {https://tel.archives-ouvertes.fr/tel-04022985}, timestamp = {Sun, 23 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Monvoisin22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aaiml/AvaylonSBP22, author = {Matthew Avaylon and Robbie Sadre and Zhe Bai and Talita Perciano}, title = {Adaptable Deep Learning and Probabilistic Graphical Model System for Semantic Segmentation}, journal = {Adv. Artif. Intell. Mach. Learn.}, volume = {2}, number = {1}, pages = {288--302}, year = {2022}, url = {https://doi.org/10.54364/aaiml.2022.1119}, doi = {10.54364/AAIML.2022.1119}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aaiml/AvaylonSBP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/WidelME22, author = {Wojciech Widel and Preetam Mukherjee and Mathias Ekstedt}, title = {Security Countermeasures Selection Using the Meta Attack Language and Probabilistic Attack Graphs}, journal = {{IEEE} Access}, volume = {10}, pages = {89645--89662}, year = {2022}, url = {https://doi.org/10.1109/ACCESS.2022.3200601}, doi = {10.1109/ACCESS.2022.3200601}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/WidelME22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/CostaO22, author = {Gianni Costa and Riccardo Ortale}, title = {Overlapping communities and roles in networks with node attributes: Probabilistic graphical modeling, Bayesian formulation and variational inference}, journal = {Artif. Intell.}, volume = {302}, pages = {103580}, year = {2022}, url = {https://doi.org/10.1016/j.artint.2021.103580}, doi = {10.1016/J.ARTINT.2021.103580}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/CostaO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bullica/HuS22, author = {David Hu and Alec Sun}, title = {Probabilistic zero forcing on grid, regular, and hypercube graphs}, journal = {Bull. {ICA}}, volume = {96}, pages = {119--133}, year = {2022}, url = {http://bica.the-ica.org/Volumes/96/Reprints/BICA2022-04-Reprint.pdf}, timestamp = {Fri, 03 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bullica/HuS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cbm/Hernandez-Gonzalez22, author = {Jer{\'{o}}nimo Hern{\'{a}}ndez{-}Gonz{\'{a}}lez and Olga Valls and Adri{\'{a}}n Torres{-}Mart{\'{\i}}n and Jes{\'{u}}s Cerquides}, title = {Modeling three sources of uncertainty in assisted reproductive technologies with probabilistic graphical models}, journal = {Comput. Biol. Medicine}, volume = {150}, pages = {106160}, year = {2022}, url = {https://doi.org/10.1016/j.compbiomed.2022.106160}, doi = {10.1016/J.COMPBIOMED.2022.106160}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cbm/Hernandez-Gonzalez22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cg/YangWC22, author = {Yang Yang and Yu Wu and Yi Cao}, title = {Probabilistic summarization via importance-driven sampling for large-scale patch-based scientific data visualization}, journal = {Comput. Graph.}, volume = {106}, pages = {119--129}, year = {2022}, url = {https://doi.org/10.1016/j.cag.2022.06.004}, doi = {10.1016/J.CAG.2022.06.004}, timestamp = {Wed, 12 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cg/YangWC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cmbbeiv/XiaZYHT22, author = {Xunpeng Xia and Rongfu Zhang and Xufeng Yao and Gang Huang and Tiequn Tang}, title = {Fully automated segmentation of pneumonia infection based on Probabilistic Graphical Model and U-Net blend network}, journal = {Comput. methods Biomech. Biomed. Eng. Imaging Vis.}, volume = {10}, number = {6}, pages = {608--615}, year = {2022}, url = {https://doi.org/10.1080/21681163.2021.2015447}, doi = {10.1080/21681163.2021.2015447}, timestamp = {Tue, 31 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cmbbeiv/XiaZYHT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cys/JeyarajPJJ22, author = {Manuela Nayantara Jeyaraj and Srinath Perera and Malith Jayasinghe and Nadheesh Jihan}, title = {Probabilistic Error Detection Model for Knowledge Graph Refinement}, journal = {Computaci{\'{o}}n y Sistemas}, volume = {26}, number = {3}, year = {2022}, url = {https://cys.cic.ipn.mx/ojs/index.php/CyS/article/view/4346}, timestamp = {Fri, 11 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cys/JeyarajPJJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dam/HambardzumyanHH22, author = {Lianna Hambardzumyan and Hamed Hatami and Pooya Hatami}, title = {A counter-example to the probabilistic universal graph conjecture via randomized communication complexity}, journal = {Discret. Appl. Math.}, volume = {322}, pages = {117--122}, year = {2022}, url = {https://doi.org/10.1016/j.dam.2022.07.023}, doi = {10.1016/J.DAM.2022.07.023}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dam/HambardzumyanHH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/es/ForoughM22, author = {Javad Forough and Saeedeh Momtazi}, title = {Sequential credit card fraud detection: {A} joint deep neural network and probabilistic graphical model approach}, journal = {Expert Syst. J. Knowl. Eng.}, volume = {39}, number = {1}, year = {2022}, url = {https://doi.org/10.1111/exsy.12795}, doi = {10.1111/EXSY.12795}, timestamp = {Fri, 21 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/es/ForoughM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/MaFJX22, author = {Jiayi Ma and Aoxiang Fan and Xingyu Jiang and Guobao Xiao}, title = {Feature Matching via Motion-Consistency Driven Probabilistic Graphical Model}, journal = {Int. J. Comput. Vis.}, volume = {130}, number = {9}, pages = {2249--2264}, year = {2022}, url = {https://doi.org/10.1007/s11263-022-01644-2}, doi = {10.1007/S11263-022-01644-2}, timestamp = {Thu, 25 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcv/MaFJX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/WangCZW22, author = {Yinquan Wang and Yao Chen and Zhe Zhang and Tian Wang}, title = {A probabilistic ensemble approach for knowledge graph embedding}, journal = {Neurocomputing}, volume = {500}, pages = {1041--1051}, year = {2022}, url = {https://doi.org/10.1016/j.neucom.2022.06.032}, doi = {10.1016/J.NEUCOM.2022.06.032}, timestamp = {Fri, 01 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/WangCZW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ipm/WangHQXL22, author = {Yang Wang and Lixin Han and Quiping Qian and Jianhua Xia and Jingxian Li}, title = {Personalized Recommendation via Multi-dimensional Meta-paths Temporal Graph Probabilistic Spreading}, journal = {Inf. Process. Manag.}, volume = {59}, number = {1}, pages = {102787}, year = {2022}, url = {https://doi.org/10.1016/j.ipm.2021.102787}, doi = {10.1016/J.IPM.2021.102787}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ipm/WangHQXL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jco/ShiCSL22, author = {Jilei Shi and Lei Cai and Erfang Shan and Wenrong Lyu}, title = {A value for cooperative games with coalition and probabilistic graph structures}, journal = {J. Comb. Optim.}, volume = {43}, number = {3}, pages = {646--671}, year = {2022}, url = {https://doi.org/10.1007/s10878-021-00805-2}, doi = {10.1007/S10878-021-00805-2}, timestamp = {Wed, 27 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jco/ShiCSL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lmcs/AmarilliC22, author = {Antoine Amarilli and {\.I}smail {\.I}lkan Ceylan}, title = {The Dichotomy of Evaluating Homomorphism-Closed Queries on Probabilistic Graphs}, journal = {Log. Methods Comput. Sci.}, volume = {18}, number = {1}, year = {2022}, url = {https://doi.org/10.46298/lmcs-18(1:2)2022}, doi = {10.46298/LMCS-18(1:2)2022}, timestamp = {Tue, 24 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/lmcs/AmarilliC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/OlivaMHESCM22, author = {Diego Oliva and Marcella S. R. Martins and Salvador Hinojosa and Mohamed E. Abd Elaziz and Paulo Victor dos Santos and Gelson da Cruz and Seyed Jalaleddin Mousavirad}, title = {A hyper-heuristic guided by a probabilistic graphical model for single-objective real-parameter optimization}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {13}, number = {12}, pages = {3743--3772}, year = {2022}, url = {https://doi.org/10.1007/s13042-022-01623-6}, doi = {10.1007/S13042-022-01623-6}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mlc/OlivaMHESCM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/ZhaoGSGWY22, author = {Jiayi Zhao and Jipeng Guo and Yanfeng Sun and Junbin Gao and Shaofan Wang and Baocai Yin}, title = {Adaptive graph convolutional clustering network with optimal probabilistic graph}, journal = {Neural Networks}, volume = {156}, pages = {271--284}, year = {2022}, url = {https://doi.org/10.1016/j.neunet.2022.09.017}, doi = {10.1016/J.NEUNET.2022.09.017}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/nn/ZhaoGSGWY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/XuAORWS22, author = {Dan Xu and Xavier Alameda{-}Pineda and Wanli Ouyang and Elisa Ricci and Xiaogang Wang and Nicu Sebe}, title = {Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise Prediction}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {44}, number = {5}, pages = {2673--2688}, year = {2022}, url = {https://doi.org/10.1109/TPAMI.2020.3043781}, doi = {10.1109/TPAMI.2020.3043781}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/XuAORWS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/Yang0LXLW22, author = {Shuang Yang and Yahui Sun and Jiesong Liu and Xiaokui Xiao and Rong{-}Hua Li and Zhewei Wei}, title = {Approximating Probabilistic Group Steiner Trees in Graphs}, journal = {Proc. {VLDB} Endow.}, volume = {16}, number = {2}, pages = {343--355}, year = {2022}, url = {https://www.vldb.org/pvldb/vol16/p343-sun.pdf}, doi = {10.14778/3565816.3565834}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pvldb/Yang0LXLW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ress/Ballester-Ripoll22, author = {Rafael Ballester{-}Ripoll and Manuele Leonelli}, title = {Computing Sobol indices in probabilistic graphical models}, journal = {Reliab. Eng. Syst. Saf.}, volume = {225}, pages = {108573}, year = {2022}, url = {https://doi.org/10.1016/j.ress.2022.108573}, doi = {10.1016/J.RESS.2022.108573}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ress/Ballester-Ripoll22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/simulation/Zakaria22, author = {Nordin Zakaria}, title = {Action network: a probabilistic graphical model for social simulation}, journal = {Simul.}, volume = {98}, number = {4}, pages = {335--346}, year = {2022}, url = {https://doi.org/10.1177/00375497211038759}, doi = {10.1177/00375497211038759}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/simulation/Zakaria22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/SinghHZKC22, author = {Rahul Singh and Isabel Haasler and Qinsheng Zhang and Johan Karlsson and Yongxin Chen}, title = {Inference With Aggregate Data in Probabilistic Graphical Models: An Optimal Transport Approach}, journal = {{IEEE} Trans. Autom. Control.}, volume = {67}, number = {9}, pages = {4483--4497}, year = {2022}, url = {https://doi.org/10.1109/TAC.2022.3172268}, doi = {10.1109/TAC.2022.3172268}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/SinghHZKC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tbd/HeL0W0SH22, author = {Dongxiao He and Huixin Liu and Zhiyong Feng and Xiaobao Wang and Di Jin and Wenze Song and Yuxiao Huang}, title = {A Joint Community Detection Model: Integrating Directed and Undirected Probabilistic Graphical Models via Factor Graph With Attention Mechanism}, journal = {{IEEE} Trans. Big Data}, volume = {8}, number = {4}, pages = {994--1006}, year = {2022}, url = {https://doi.org/10.1109/TBDATA.2021.3104005}, doi = {10.1109/TBDATA.2021.3104005}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tbd/HeL0W0SH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcyb/YangGGJYC22, author = {Liang Yang and Yuanfang Guo and Junhua Gu and Di Jin and Bo Yang and Xiaochun Cao}, title = {Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model}, journal = {{IEEE} Trans. Cybern.}, volume = {52}, number = {4}, pages = {2123--2136}, year = {2022}, url = {https://doi.org/10.1109/TCYB.2020.3005938}, doi = {10.1109/TCYB.2020.3005938}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcyb/YangGGJYC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/HanMPSSX22, author = {Qian Han and Cristian Molinaro and Antonio Picariello and Giancarlo Sperl{\`{\i}} and V. S. Subrahmanian and Yanhai Xiong}, title = {Generating Fake Documents Using Probabilistic Logic Graphs}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {19}, number = {4}, pages = {2428--2441}, year = {2022}, url = {https://doi.org/10.1109/TDSC.2021.3058994}, doi = {10.1109/TDSC.2021.3058994}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/HanMPSSX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tgrs/PastorinoMSZ22, author = {Martina Pastorino and Gabriele Moser and Sebastiano B. Serpico and Josiane Zerubia}, title = {Semantic Segmentation of Remote-Sensing Images Through Fully Convolutional Neural Networks and Hierarchical Probabilistic Graphical Models}, journal = {{IEEE} Trans. Geosci. Remote. Sens.}, volume = {60}, pages = {1--16}, year = {2022}, url = {https://doi.org/10.1109/tgrs.2022.3141996}, doi = {10.1109/TGRS.2022.3141996}, timestamp = {Wed, 17 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tgrs/PastorinoMSZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tist/LiGLWRYY22, author = {Ke Li and Bin Guo and Jiaqi Liu and Jiangtao Wang and Haoyang Ren and Fei Yi and Zhiwen Yu}, title = {Dynamic Probabilistic Graphical Model for Progressive Fake News Detection on Social Media Platform}, journal = {{ACM} Trans. Intell. Syst. Technol.}, volume = {13}, number = {5}, pages = {86:1--86:24}, year = {2022}, url = {https://doi.org/10.1145/3523060}, doi = {10.1145/3523060}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tist/LiGLWRYY22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tits/HuZT22, author = {Yeping Hu and Wei Zhan and Masayoshi Tomizuka}, title = {Scenario-Transferable Semantic Graph Reasoning for Interaction-Aware Probabilistic Prediction}, journal = {{IEEE} Trans. Intell. Transp. Syst.}, volume = {23}, number = {12}, pages = {23212--23230}, year = {2022}, url = {https://doi.org/10.1109/TITS.2022.3206233}, doi = {10.1109/TITS.2022.3206233}, timestamp = {Sun, 25 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tits/HuZT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/DuinkharjavCBPS22, author = {Budmonde Duinkharjav and Praneeth Chakravarthula and Rachel Brown and Anjul Patney and Qi Sun}, title = {Image features influence reaction time: a learned probabilistic perceptual model for saccade latency}, journal = {{ACM} Trans. Graph.}, volume = {41}, number = {4}, pages = {144:1--144:15}, year = {2022}, url = {https://doi.org/10.1145/3528223.3530055}, doi = {10.1145/3528223.3530055}, timestamp = {Mon, 13 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/DuinkharjavCBPS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/SuLW22, author = {Fujia Su and Sheng Li and Guoping Wang}, title = {{SPCBPT:} subspace-based probabilistic connections for bidirectional path tracing}, journal = {{ACM} Trans. Graph.}, volume = {41}, number = {4}, pages = {77:1--77:14}, year = {2022}, url = {https://doi.org/10.1145/3528223.3530183}, doi = {10.1145/3528223.3530183}, timestamp = {Fri, 12 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tog/SuLW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tois/ZhaoHDCX22, author = {Jiashu Zhao and Jimmy Xiangji Huang and Hongbo Deng and Yi Chang and Long Xia}, title = {Are Topics Interesting or Not? An LDA-based Topic-graph Probabilistic Model for Web Search Personalization}, journal = {{ACM} Trans. Inf. Syst.}, volume = {40}, number = {3}, pages = {51:1--51:24}, year = {2022}, url = {https://doi.org/10.1145/3476106}, doi = {10.1145/3476106}, timestamp = {Wed, 18 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tois/ZhaoHDCX22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/topics/HiattBT22, author = {Laura M. Hiatt and Connor Brooks and J. Gregory Trafton}, title = {Validating and Refining Cognitive Process Models Using Probabilistic Graphical Models}, journal = {Top. Cogn. Sci.}, volume = {14}, number = {4}, pages = {873--888}, year = {2022}, url = {https://doi.org/10.1111/tops.12616}, doi = {10.1111/TOPS.12616}, timestamp = {Tue, 08 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/topics/HiattBT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/trob/SaputraLGWMT22, author = {Muhamad Risqi Utama Saputra and Chris Xiaoxuan Lu and Pedro Porto Buarque de Gusm{\~{a}}o and Bing Wang and Andrew Markham and Niki Trigoni}, title = {Graph-Based Thermal-Inertial {SLAM} With Probabilistic Neural Networks}, journal = {{IEEE} Trans. Robotics}, volume = {38}, number = {3}, pages = {1875--1893}, year = {2022}, url = {https://doi.org/10.1109/TRO.2021.3120036}, doi = {10.1109/TRO.2021.3120036}, timestamp = {Tue, 28 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/trob/SaputraLGWMT22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsg/YuanD0B22, author = {Yuxuan Yuan and Kaveh Dehghanpour and Zhaoyu Wang and Fankun Bu}, title = {Multisource Data Fusion Outage Location in Distribution Systems via Probabilistic Graphical Models}, journal = {{IEEE} Trans. Smart Grid}, volume = {13}, number = {2}, pages = {1357--1371}, year = {2022}, url = {https://doi.org/10.1109/TSG.2021.3128752}, doi = {10.1109/TSG.2021.3128752}, timestamp = {Tue, 15 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tsg/YuanD0B22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/IbrahimRRAH22, author = {Mohamed Ibrahim and Peter Rautek and Guido Reina and Marco Agus and Markus Hadwiger}, title = {Probabilistic Occlusion Culling using Confidence Maps for High-Quality Rendering of Large Particle Data}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {28}, number = {1}, pages = {573--582}, year = {2022}, url = {https://doi.org/10.1109/TVCG.2021.3114788}, doi = {10.1109/TVCG.2021.3114788}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/IbrahimRRAH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/ZhangAH22, author = {Dongping Zhang and Eytan Adar and Jessica Hullman}, title = {Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs)}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {28}, number = {1}, pages = {443--453}, year = {2022}, url = {https://doi.org/10.1109/TVCG.2021.3114679}, doi = {10.1109/TVCG.2021.3114679}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/ZhangAH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/Richardson22, author = {Oliver E. Richardson}, editor = {Gustau Camps{-}Valls and Francisco J. R. Ruiz and Isabel Valera}, title = {Loss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function}, booktitle = {International Conference on Artificial Intelligence and Statistics, {AISTATS} 2022, 28-30 March 2022, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {151}, pages = {2706--2735}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v151/richardson22b.html}, timestamp = {Sat, 30 Sep 2023 09:34:08 +0200}, biburl = {https://dblp.org/rec/conf/aistats/Richardson22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/CohenA22, author = {Saar Cohen and Noa Agmon}, editor = {Piotr Faliszewski and Viviana Mascardi and Catherine Pelachaud and Matthew E. Taylor}, title = {Optimizing Multi-Agent Coordination via Hierarchical Graph Probabilistic Recursive Reasoning}, booktitle = {21st International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} 2022, Auckland, New Zealand, May 9-13, 2022}, pages = {290--299}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems {(IFAAMAS)}}, year = {2022}, url = {https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p290.pdf}, doi = {10.5555/3535850.3535884}, timestamp = {Mon, 09 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/atal/CohenA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/citrisk/SakovychZS22, author = {Bohdan Sakovych and Maryna Zharikova and Volodymyr Sherstjuk}, editor = {Stefan Wolfgang Pickl and Volodymyr Lytvynenko and Maryna Zharikova and Volodymyr Sherstjuk}, title = {The Probabilistic Graphical Model for Multi-Hazard Risk Evaluation of Critical Infrastructure Impairment}, booktitle = {Proceedings of the 3rd International Workshop on Computational {\&} Information Technologies for Risk-Informed Systems (CITRisk 2022) co-located with {XXII} International scientific and technical conference on Information Technologies in Education and Management ({\cyrchar\CYRII}{\cyrchar\CYRT}{\cyrchar\CYRE}{\cyrchar\CYRM} 2022), Online Event, Neubiberg, Germany, January 12, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3422}, pages = {44--58}, publisher = {CEUR-WS.org}, year = {2022}, url = {https://ceur-ws.org/Vol-3422/Paper5.pdf}, timestamp = {Mon, 26 Jun 2023 17:07:09 +0200}, biburl = {https://dblp.org/rec/conf/citrisk/SakovychZS22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/codaspy/BuczkowskiMHF22, author = {Przemyslaw Buczkowski and Pasquale Malacaria and Chris Hankin and Andrew Fielder}, editor = {Maanak Gupta and Sajad Khorsandroo and Mahmoud Abdelsalam}, title = {Optimal Security Hardening over a Probabilistic Attack Graph: {A} Case Study of an Industrial Control System using CySecTool}, booktitle = {Sat-CPS@CODASPY 2022: Proceedings of the 2022 {ACM} Workshop on Secure and Trustworthy Cyber-Physical Systems, Baltimore, MD, USA, 27 April 2022}, pages = {21--30}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3510547.3517919}, doi = {10.1145/3510547.3517919}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/codaspy/BuczkowskiMHF22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/compsac/Bardhan22, author = {Shuvo Bardhan}, editor = {Hong Va Leong and Sahra Sedigh Sarvestani and Yuuichi Teranishi and Alfredo Cuzzocrea and Hiroki Kashiwazaki and Dave Towey and Ji{-}Jiang Yang and Hossain Shahriar}, title = {A Multi-Objective Approach for Security Hardening and Probabilistic Vulnerability Assessment on Attack Graphs}, booktitle = {46th {IEEE} Annual Computers, Software, and Applications Conferenc, {COMPSAC} 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022}, pages = {726--735}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/COMPSAC54236.2022.00122}, doi = {10.1109/COMPSAC54236.2022.00122}, timestamp = {Thu, 11 Aug 2022 16:32:00 +0200}, biburl = {https://dblp.org/rec/conf/compsac/Bardhan22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/Yu0WLP22, author = {Dongran Yu and Bo Yang and Qianhao Wei and Anchen Li and Shirui Pan}, title = {A Probabilistic Graphical Model Based on Neural-symbolic Reasoning for Visual Relationship Detection}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition, {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022}, pages = {10599--10608}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPR52688.2022.01035}, doi = {10.1109/CVPR52688.2022.01035}, timestamp = {Wed, 05 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/Yu0WLP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/emnlp/LongZAWL22, author = {Xiao Long and Liansheng Zhuang and Li Aodi and Shafei Wang and Houqiang Li}, editor = {Yoav Goldberg and Zornitsa Kozareva and Yue Zhang}, title = {Neural-based Mixture Probabilistic Query Embedding for Answering {FOL} queries on Knowledge Graphs}, booktitle = {Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, {EMNLP} 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022}, pages = {3001--3013}, publisher = {Association for Computational Linguistics}, year = {2022}, url = {https://doi.org/10.18653/v1/2022.emnlp-main.194}, doi = {10.18653/V1/2022.EMNLP-MAIN.194}, timestamp = {Thu, 10 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/emnlp/LongZAWL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/WangOV22, author = {Xinjue Wang and Esa Ollila and Sergiy A. Vorobyov}, title = {Graph Neural Network Sensitivity Under Probabilistic Error Model}, booktitle = {30th European Signal Processing Conference, {EUSIPCO} 2022, Belgrade, Serbia, August 29 - Sept. 2, 2022}, pages = {2146--2150}, publisher = {{IEEE}}, year = {2022}, url = {https://ieeexplore.ieee.org/document/9909740}, timestamp = {Tue, 25 Oct 2022 21:20:45 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/WangOV22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gg/SchneiderMG22, author = {Sven Schneider and Maria Maximova and Holger Giese}, editor = {Nicolas Behr and Daniel Str{\"{u}}ber}, title = {Probabilistic Metric Temporal Graph Logic}, booktitle = {Graph Transformation - 15th International Conference, {ICGT} 2022, Held as Part of {STAF} 2022, Nantes, France, July 7-8, 2022, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13349}, pages = {58--76}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-09843-7\_4}, doi = {10.1007/978-3-031-09843-7\_4}, timestamp = {Mon, 25 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gg/SchneiderMG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic3k/Kruse22, author = {Rudolf Kruse}, editor = {Frans Coenen and Ana L. N. Fred and Joaquim Filipe}, title = {Probabilistic Graphical Models: On Reasoning, Learning, and Revision (Extended Abstract)}, booktitle = {Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, {IC3K} 2022, Volume 1: KDIR, Valletta, Malta, October 24-26, 2022}, pages = {9--10}, publisher = {{SCITEPRESS}}, year = {2022}, url = {https://doi.org/10.5220/0011598200003335}, doi = {10.5220/0011598200003335}, timestamp = {Tue, 06 Jun 2023 14:58:01 +0200}, biburl = {https://dblp.org/rec/conf/ic3k/Kruse22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic3k/SalomonP22, author = {Yohann Salomon and Pietro Pinoli}, editor = {Frans Coenen and Ana L. N. Fred and Joaquim Filipe}, title = {Generalization of Probabilistic Latent Semantic Analysis to k-partite Graphs}, booktitle = {Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, {IC3K} 2022, Volume 1: KDIR, Valletta, Malta, October 24-26, 2022}, pages = {127--137}, publisher = {{SCITEPRESS}}, year = {2022}, url = {https://doi.org/10.5220/0011586600003335}, doi = {10.5220/0011586600003335}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ic3k/SalomonP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/EsfahaniSTW22, author = {Fatemeh Esfahani and Venkatesh Srinivasan and Alex Thomo and Kui Wu}, title = {Nucleus Decomposition in Probabilistic Graphs: Hardness and Algorithms}, booktitle = {38th {IEEE} International Conference on Data Engineering, {ICDE} 2022, Kuala Lumpur, Malaysia, May 9-12, 2022}, pages = {218--231}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICDE53745.2022.00021}, doi = {10.1109/ICDE53745.2022.00021}, timestamp = {Fri, 05 Aug 2022 16:24:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/EsfahaniSTW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZugnerCAGG22, author = {Daniel Z{\"{u}}gner and Bertrand Charpentier and Morgane Ayle and Sascha Geringer and Stephan G{\"{u}}nnemann}, title = {End-to-End Learning of Probabilistic Hierarchies on Graphs}, booktitle = {The Tenth International Conference on Learning Representations, {ICLR} 2022, Virtual Event, April 25-29, 2022}, publisher = {OpenReview.net}, year = {2022}, url = {https://openreview.net/forum?id=g2LCQwG7Of}, timestamp = {Sat, 20 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/ZugnerCAGG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/OrtizESD22, author = {Joseph Ortiz and Talfan Evans and Edgar Sucar and Andrew J. Davison}, title = {Incremental Abstraction in Distributed Probabilistic {SLAM} Graphs}, booktitle = {2022 International Conference on Robotics and Automation, {ICRA} 2022, Philadelphia, PA, USA, May 23-27, 2022}, pages = {7566--7572}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/ICRA46639.2022.9812078}, doi = {10.1109/ICRA46639.2022.9812078}, timestamp = {Wed, 20 Jul 2022 18:22:23 +0200}, biburl = {https://dblp.org/rec/conf/icra/OrtizESD22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icrai/MengL22, author = {Xianwei Meng and Bonian Li}, title = {{PROB-SLAM:} Real-time Visual {SLAM} Based on Probabilistic Graph Optimization}, booktitle = {Proceedings of the 8th International Conference on Robotics and Artificial Intelligence, {ICRAI} 2022, Singapore, November 18-20, 2022}, pages = {39--45}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3573910.3573920}, doi = {10.1145/3573910.3573920}, timestamp = {Wed, 24 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icrai/MengL22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/PastorinoMSZ22, author = {Martina Pastorino and Gabriele Moser and Sebastiano B. Serpico and Josiane Zerubia}, title = {Semantic Segmentation of {SAR} Images Through Fully Convolutional Networks and Hierarchical Probabilistic Graphical Models}, booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2022, Kuala Lumpur, Malaysia, July 17-22, 2022}, pages = {1047--1050}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IGARSS46834.2022.9883111}, doi = {10.1109/IGARSS46834.2022.9883111}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/igarss/PastorinoMSZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/CostaO22, author = {Gianni Costa and Riccardo Ortale}, editor = {Luc De Raedt}, title = {Overlapping Communities and Roles in Networks with Node Attributes: Probabilistic Graphical Modeling, Bayesian Formulation and Variational Inference (Extended Abstract)}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {5713--5717}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/796}, doi = {10.24963/IJCAI.2022/796}, timestamp = {Wed, 27 Jul 2022 16:43:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/CostaO22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/HsiehJ22, author = {Cheng{-}Han Hsieh and Jie{-}Hong R. Jiang}, editor = {Luc De Raedt}, title = {Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability}, booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July 2022}, pages = {1834--1842}, publisher = {ijcai.org}, year = {2022}, url = {https://doi.org/10.24963/ijcai.2022/255}, doi = {10.24963/IJCAI.2022/255}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/HsiehJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/NoelKLMC22, author = {Thibault No{\"{e}}l and S. Kabbour and Antoine Lehuger and {\'{E}}ric Marchand and Fran{\c{c}}ois Chaumette}, title = {Disk-Graph Probabilistic Roadmap: Biased Distance Sampling for Path Planning in a Partially Unknown Environment}, booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2022, Kyoto, Japan, October 23-27, 2022}, pages = {5707--5714}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/IROS47612.2022.9981136}, doi = {10.1109/IROS47612.2022.9981136}, timestamp = {Wed, 10 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iros/NoelKLMC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/l4dc/ArghalLB22, author = {Raghu Arghal and Eric Lei and Shirin Saeedi Bidokhti}, editor = {Roya Firoozi and Negar Mehr and Esen Yel and Rika Antonova and Jeannette Bohg and Mac Schwager and Mykel J. Kochenderfer}, title = {Robust Graph Neural Networks via Probabilistic Lipschitz Constraints}, booktitle = {Learning for Dynamics and Control Conference, {L4DC} 2022, 23-24 June 2022, Stanford University, Stanford, CA, {USA}}, series = {Proceedings of Machine Learning Research}, volume = {168}, pages = {1073--1085}, publisher = {{PMLR}}, year = {2022}, url = {https://proceedings.mlr.press/v168/arghal22a.html}, timestamp = {Fri, 20 May 2022 14:36:40 +0200}, biburl = {https://dblp.org/rec/conf/l4dc/ArghalLB22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/ElkhillLFP22, author = {Connor Elkhill and Scott LeBeau and Brooke French and Antonio R. Porras}, editor = {Linwei Wang and Qi Dou and P. Thomas Fletcher and Stefanie Speidel and Shuo Li}, title = {Graph Convolutional Network with Probabilistic Spatial Regression: Application to Craniofacial Landmark Detection from 3D Photogrammetry}, booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI} 2022 - 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {13433}, pages = {574--583}, publisher = {Springer}, year = {2022}, url = {https://doi.org/10.1007/978-3-031-16437-8\_55}, doi = {10.1007/978-3-031-16437-8\_55}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/ElkhillLFP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/AsselECP22, author = {Hugues Van Assel and Thibault Espinasse and Julien Chiquet and Franck Picard}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {A Probabilistic Graph Coupling View of Dimension Reduction}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/45994782a61bb51cad5c2bae36834265-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/AsselECP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Bhattacharjya022, author = {Debarun Bhattacharjya and Radu Marinescu}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Hedging as Reward Augmentation in Probabilistic Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/b2647998bc953781490049fe2ac28bf0-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/Bhattacharjya022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sc/BestaMLTIKAJPKGVMH22, author = {Maciej Besta and Cesare Miglioli and Paolo Sylos Labini and Jakub Tetek and Patrick Iff and Raghavendra Kanakagiri and Saleh Ashkboos and Kacper Janda and Michal Podstawski and Grzegorz Kwasniewski and Niels Gleinig and Flavio Vella and Onur Mutlu and Torsten Hoefler}, editor = {Felix Wolf and Sameer Shende and Candace Culhane and Sadaf R. Alam and Heike Jagode}, title = {ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations}, booktitle = {{SC22:} International Conference for High Performance Computing, Networking, Storage and Analysis, Dallas, TX, USA, November 13-18, 2022}, pages = {43:1--43:17}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SC41404.2022.00048}, doi = {10.1109/SC41404.2022.00048}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sc/BestaMLTIKAJPKGVMH22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/VardasbiSR22, author = {Ali Vardasbi and Fatemeh Sarvi and Maarten de Rijke}, editor = {Enrique Amig{\'{o}} and Pablo Castells and Julio Gonzalo and Ben Carterette and J. Shane Culpepper and Gabriella Kazai}, title = {Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking}, booktitle = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022}, pages = {715--725}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3477495.3532045}, doi = {10.1145/3477495.3532045}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigir/VardasbiSR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sitis/Fanizzid22, author = {Nicola Fanizzi and Claudia d'Amato}, editor = {Kokou Y{\'{e}}tongnon and Albert Dipanda and Luigi Gallo}, title = {Towards Interpretable Probabilistic Classification Models for Knowledge Graphs}, booktitle = {16th International Conference on Signal-Image Technology {\&} Internet-Based Systems, {SITIS} 2022, Dijon, France, October 19-21, 2022}, pages = {25--31}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/SITIS57111.2022.00013}, doi = {10.1109/SITIS57111.2022.00013}, timestamp = {Tue, 07 May 2024 20:13:14 +0200}, biburl = {https://dblp.org/rec/conf/sitis/Fanizzid22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/Mohan22, author = {Karthika Mohan}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Causal Graphs for Missing Data: {A} Gentle Introduction}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {655--666}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501750}, doi = {10.1145/3501714.3501750}, timestamp = {Thu, 21 Sep 2023 16:25:10 +0200}, biburl = {https://dblp.org/rec/books/acm/22/Mohan22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/MohanP22, author = {Karthika Mohan and Judea Pearl}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {413--432}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501739}, doi = {10.1145/3501714.3501739}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/MohanP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/PearlP22, author = {Judea Pearl and Azaria Paz}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {{GRAPHOIDS:} Graph-Based Logic for Reasoning about Relevance Relations \emph{Or}When Would \emph{x} Tell You More about \emph{y} If You Already Know \emph{z}?}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {189--200}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501729}, doi = {10.1145/3501714.3501729}, timestamp = {Thu, 21 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/PearlP22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/acm/22/ShpitserRR22, author = {Ilya Shpitser and Thomas S. Richardson and James M. Robins}, editor = {Hector Geffner and Rina Dechter and Joseph Y. Halpern}, title = {Multivariate Counterfactual Systems and Causal Graphical Models}, booktitle = {Probabilistic and Causal Inference: The Works of Judea Pearl}, series = {{ACM} Books}, volume = {36}, pages = {813--852}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3501714.3501757}, doi = {10.1145/3501714.3501757}, timestamp = {Mon, 25 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/acm/22/ShpitserRR22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pgm/2022, editor = {Antonio Salmer{\'{o}}n and Rafael Rum{\'{\i}}}, title = {International Conference on Probabilistic Graphical Models, {PGM} 2022, 5-7 October 2022, Almer{\'{\i}}a, Spain}, series = {Proceedings of Machine Learning Research}, volume = {186}, publisher = {{PMLR}}, year = {2022}, url = {http://proceedings.mlr.press/v186/}, timestamp = {Fri, 14 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/2022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-01603, author = {He Liu and Tao Wang and Yidong Li and Congyan Lang and Songhe Feng and Haibin Ling}, title = {Deep Probabilistic Graph Matching}, journal = {CoRR}, volume = {abs/2201.01603}, year = {2022}, url = {https://arxiv.org/abs/2201.01603}, eprinttype = {arXiv}, eprint = {2201.01603}, timestamp = {Tue, 07 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-01603.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2201-07474, author = {Albert Benveniste and Jean{-}Baptiste Raclet}, title = {Mixed Nondeterministic-Probabilistic Automata: Blending graphical probabilistic models with nondeterminism}, journal = {CoRR}, volume = {abs/2201.07474}, year = {2022}, url = {https://arxiv.org/abs/2201.07474}, eprinttype = {arXiv}, eprint = {2201.07474}, timestamp = {Fri, 21 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2201-07474.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-04110, author = {Guangyao Zhou and Nishanth Kumar and Miguel L{\'{a}}zaro{-}Gredilla and Shrinu Kushagra and Dileep George}, title = {PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in {JAX}}, journal = {CoRR}, volume = {abs/2202.04110}, year = {2022}, url = {https://arxiv.org/abs/2202.04110}, eprinttype = {arXiv}, eprint = {2202.04110}, timestamp = {Fri, 18 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-04110.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-11862, author = {Oliver E. Richardson}, title = {Loss as the Inconsistency of a Probabilistic Dependency Graph: Choose Your Model, Not Your Loss Function}, journal = {CoRR}, volume = {abs/2202.11862}, year = {2022}, url = {https://arxiv.org/abs/2202.11862}, eprinttype = {arXiv}, eprint = {2202.11862}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-11862.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2202-12916, author = {Simon Streicher}, title = {Incremental Inference on Higher-Order Probabilistic Graphical Models Applied to Constraint Satisfaction Problems}, journal = {CoRR}, volume = {abs/2202.12916}, year = {2022}, url = {https://arxiv.org/abs/2202.12916}, eprinttype = {arXiv}, eprint = {2202.12916}, timestamp = {Wed, 02 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2202-12916.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-07831, author = {Xinjue Wang and Esa Ollila and Sergiy A. Vorobyov}, title = {Graph Neural Network Sensitivity Under Probabilistic Error Model}, journal = {CoRR}, volume = {abs/2203.07831}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.07831}, doi = {10.48550/ARXIV.2203.07831}, eprinttype = {arXiv}, eprint = {2203.07831}, timestamp = {Wed, 30 Mar 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-07831.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-01846, author = {V{\"{a}}in{\"{o}} Yrj{\"{a}}n{\"{a}}inen and M{\aa}ns Magnusson}, title = {Probabilistic Embeddings with Laplacian Graph Priors}, journal = {CoRR}, volume = {abs/2204.01846}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.01846}, doi = {10.48550/ARXIV.2204.01846}, eprinttype = {arXiv}, eprint = {2204.01846}, timestamp = {Wed, 06 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-01846.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-09229, author = {Wei Ma and Sean Qian}, title = {Estimating probabilistic dynamic origin-destination demands using multi-day traffic data on computational graphs}, journal = {CoRR}, volume = {abs/2204.09229}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.09229}, doi = {10.48550/ARXIV.2204.09229}, eprinttype = {arXiv}, eprint = {2204.09229}, timestamp = {Mon, 25 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-09229.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-11707, author = {Przemyslaw Buczkowski and Pasquale Malacaria and Chris Hankin and Andrew Fielder}, title = {Optimal security hardening over a probabilistic attack graph: a case study of an industrial control system using the CySecTool tool}, journal = {CoRR}, volume = {abs/2204.11707}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.11707}, doi = {10.48550/ARXIV.2204.11707}, eprinttype = {arXiv}, eprint = {2204.11707}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-11707.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2204-13765, author = {Ali Vardasbi and Fatemeh Sarvi and Maarten de Rijke}, title = {Probabilistic Permutation Graph Search: Black-Box Optimization for Fairness in Ranking}, journal = {CoRR}, volume = {abs/2204.13765}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2204.13765}, doi = {10.48550/ARXIV.2204.13765}, eprinttype = {arXiv}, eprint = {2204.13765}, timestamp = {Mon, 02 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2204-13765.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2205-06562, author = {Vasilis Krokos and St{\'{e}}phane P. A. Bordas and Pierre Kerfriden}, title = {A Graph-based probabilistic geometric deep learning framework with online physics-based corrections to predict the criticality of defects in porous materials}, journal = {CoRR}, volume = {abs/2205.06562}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2205.06562}, doi = {10.48550/ARXIV.2205.06562}, eprinttype = {arXiv}, eprint = {2205.06562}, timestamp = {Tue, 17 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2205-06562.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-06089, author = {Chenqing Hua}, title = {Graph Neural Networks Intersect Probabilistic Graphical Models: {A} Survey}, journal = {CoRR}, volume = {abs/2206.06089}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.06089}, doi = {10.48550/ARXIV.2206.06089}, eprinttype = {arXiv}, eprint = {2206.06089}, timestamp = {Mon, 20 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-06089.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-11469, author = {Maciej Besta and Cesare Miglioli and Paolo Sylos Labini and Jakub Tetek and Patrick Iff and Raghavendra Kanakagiri and Saleh Ashkboos and Kacper Janda and Michal Podstawski and Grzegorz Kwasniewski and Niels Gleinig and Flavio Vella and Onur Mutlu and Torsten Hoefler}, title = {ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations}, journal = {CoRR}, volume = {abs/2208.11469}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.11469}, doi = {10.48550/ARXIV.2208.11469}, eprinttype = {arXiv}, eprint = {2208.11469}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-11469.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2208-11940, author = {Rebecca M. C. Taylor and Johan A. du Preez}, title = {Rail break and derailment prediction using Probabilistic Graphical Modelling}, journal = {CoRR}, volume = {abs/2208.11940}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2208.11940}, doi = {10.48550/ARXIV.2208.11940}, eprinttype = {arXiv}, eprint = {2208.11940}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2208-11940.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-07061, author = {Xianwei Meng and Bonian Li}, title = {{PROB-SLAM:} Real-time Visual {SLAM} Based on Probabilistic Graph Optimization}, journal = {CoRR}, volume = {abs/2209.07061}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.07061}, doi = {10.48550/ARXIV.2209.07061}, eprinttype = {arXiv}, eprint = {2209.07061}, timestamp = {Tue, 27 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-07061.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2209-07924, author = {Xiaoqi Wang and Han{-}Wei Shen}, title = {GNNInterpreter: {A} Probabilistic Generative Model-Level Explanation for Graph Neural Networks}, journal = {CoRR}, volume = {abs/2209.07924}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2209.07924}, doi = {10.48550/ARXIV.2209.07924}, eprinttype = {arXiv}, eprint = {2209.07924}, timestamp = {Tue, 27 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2209-07924.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-00283, author = {Luigi Bellomarini and Eleonora Laurenza and Emanuel Sallinger and Evgeny Sherkhonov}, title = {Swift Markov Logic for Probabilistic Reasoning on Knowledge Graphs}, journal = {CoRR}, volume = {abs/2210.00283}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.00283}, doi = {10.48550/ARXIV.2210.00283}, eprinttype = {arXiv}, eprint = {2210.00283}, timestamp = {Fri, 07 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-00283.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-07385, author = {Lening Li and Haoxiang Ma and Shuo Han and Jie Fu}, title = {Synthesis of Proactive Sensor Placement In Probabilistic Attack Graphs}, journal = {CoRR}, volume = {abs/2210.07385}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.07385}, doi = {10.48550/ARXIV.2210.07385}, eprinttype = {arXiv}, eprint = {2210.07385}, timestamp = {Mon, 16 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-07385.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2210-10784, author = {Stuti Jain and {\'{E}}milie Chouzenoux and Kriti Kumar and Angshul Majumdar}, title = {Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction}, journal = {CoRR}, volume = {abs/2210.10784}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2210.10784}, doi = {10.48550/ARXIV.2210.10784}, eprinttype = {arXiv}, eprint = {2210.10784}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2210-10784.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-06444, author = {Bashirul Azam Biswas and Qiang Ji}, title = {Probabilistic Debiasing of Scene Graphs}, journal = {CoRR}, volume = {abs/2211.06444}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.06444}, doi = {10.48550/ARXIV.2211.06444}, eprinttype = {arXiv}, eprint = {2211.06444}, timestamp = {Tue, 15 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-06444.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2211-13231, author = {Kishan K. C. and Rui Li and Paribesh Regmi and Anne R. Haake}, title = {Predicting Biomedical Interactions with Probabilistic Model Selection for Graph Neural Networks}, journal = {CoRR}, volume = {abs/2211.13231}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2211.13231}, doi = {10.48550/ARXIV.2211.13231}, eprinttype = {arXiv}, eprint = {2211.13231}, timestamp = {Sat, 27 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2211-13231.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ca/Esfahani21, author = {Fatemeh Esfahani}, title = {Dense subgraph mining in probabilistic graphs}, school = {University of Victoria, Canada}, year = {2021}, url = {http://hdl.handle.net/1828/13575}, timestamp = {Mon, 29 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ca/Esfahani21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Echraibi21, author = {Amine Echraibi}, title = {Probabilistic graphical models: theory and applications to network diagnosis. (Les mod{\`{e}}les probabilistes graphiques: th{\'{e}}orie et application au diagnostic r{\'{e}}seau)}, school = {{IMT} Atlantique Bretagne Pays de la Loire, Brest, France}, year = {2021}, url = {https://tel.archives-ouvertes.fr/tel-03528713}, timestamp = {Fri, 15 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Echraibi21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/tr/Uludag21, author = {G{\"{o}}n{\"{u}}l Uludag}, title = {Hybridization of probabilistic graphical models and metaheuristics for handling dynamism and uncertainty (De{\u{g}}i{\c{s}}imin ve belirsizli{\u{g}}in ele al{\i}nmas{\i} i{\c{c}}in olas{\i}l{\i}ksal {\c{c}}izgesel bi{\c{c}}elerin ve sezgi-{\"{u}}stlerinin melezle{\c{s}}tirilmesi)}, school = {{\.{I}}stanbul Technical University, Turkey}, year = {2021}, url = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=qYEqHfJDW7l\_OJ6kmB\_vfg\&no=taaALLgkM2TEq3dCY6Ejog}, timestamp = {Thu, 07 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/tr/Uludag21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/acvpr/Sucar21, author = {Luis Enrique Sucar}, title = {Probabilistic Graphical Models - Principles and Applications, Second Edition}, series = {Advances in Computer Vision and Pattern Recognition}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-61943-5}, doi = {10.1007/978-3-030-61943-5}, isbn = {978-3-030-61942-8}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/acvpr/Sucar21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/StreicherP21, author = {Simon Streicher and Johan A. du Preez}, title = {Strengthening Probabilistic Graphical Models: The Purge-and-Merge Algorithm}, journal = {{IEEE} Access}, volume = {9}, pages = {149423--149432}, year = {2021}, url = {https://doi.org/10.1109/ACCESS.2021.3124760}, doi = {10.1109/ACCESS.2021.3124760}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/StreicherP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ans/PontiCGA21, author = {Andrea Ponti and Antonio Candelieri and Ilaria Giordani and Francesco Archetti}, title = {Probabilistic measures of edge criticality in graphs: a study in water distribution networks}, journal = {Appl. Netw. Sci.}, volume = {6}, number = {1}, pages = {81}, year = {2021}, url = {https://doi.org/10.1007/s41109-021-00427-x}, doi = {10.1007/S41109-021-00427-X}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ans/PontiCGA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apjor/LuoY000Y21, author = {Qi Luo and Dongxiao Yu and Feng Li and Xiuzheng Cheng and Zhipeng Cai and Jiguo Yu}, title = {Distributed Core Decomposition in Probabilistic Graphs}, journal = {Asia Pac. J. Oper. Res.}, volume = {38}, number = {5}, pages = {2140008:1--2140008:23}, year = {2021}, url = {https://doi.org/10.1142/S021759592140008X}, doi = {10.1142/S021759592140008X}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apjor/LuoY000Y21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/HuangWWJZSSB21, author = {Bin Huang and Guozheng Wei and Bing Wang and Fusong Ju and Yi Zhong and Zhuozheng Shi and Shiwei Sun and Dongbo Bu}, title = {Filling gaps of genome scaffolds via probabilistic searching optical maps against assembly graph}, journal = {{BMC} Bioinform.}, volume = {22}, number = {3}, pages = {533}, year = {2021}, url = {https://doi.org/10.1186/s12859-021-04448-2}, doi = {10.1186/S12859-021-04448-2}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/HuangWWJZSSB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/combinatorica/Vrana21, author = {P{\'{e}}ter Vrana}, title = {Probabilistic Refinement of the Asymptotic Spectrum of Graphs}, journal = {Comb.}, volume = {41}, number = {6}, pages = {873--904}, year = {2021}, url = {https://doi.org/10.1007/s00493-020-4324-5}, doi = {10.1007/S00493-020-4324-5}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/combinatorica/Vrana21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/compnet/DuvivierCR21, author = {Louis Duvivier and R{\'{e}}my Cazabet and C{\'{e}}line Robardet}, title = {Graph space: using both geometric and probabilistic structure to evaluate statistical graph models}, journal = {J. Complex Networks}, volume = {10}, number = {2}, year = {2021}, url = {https://doi.org/10.1093/comnet/cnac006}, doi = {10.1093/COMNET/CNAC006}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/compnet/DuvivierCR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dam/MantheyR21, author = {Bodo Manthey and Victor M. J. J. Reijnders}, title = {Probabilistic properties of highly connected random geometric graphs}, journal = {Discret. Appl. Math.}, volume = {305}, pages = {366--376}, year = {2021}, url = {https://doi.org/10.1016/j.dam.2019.04.007}, doi = {10.1016/J.DAM.2019.04.007}, timestamp = {Tue, 26 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dam/MantheyR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejc/EnglishMP21, author = {Sean English and Calum MacRury and Pawel Pralat}, title = {Probabilistic zero forcing on random graphs}, journal = {Eur. J. Comb.}, volume = {91}, pages = {103207}, year = {2021}, url = {https://doi.org/10.1016/j.ejc.2020.103207}, doi = {10.1016/J.EJC.2020.103207}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ejc/EnglishMP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/RodrigoAAG21, author = {Enrique Gonz{\'{a}}lez Rodrigo and Juan C. Alfaro and Juan A. Aledo and Jos{\'{e}} A. G{\'{a}}mez}, title = {Mixture-Based Probabilistic Graphical Models for the Label Ranking Problem}, journal = {Entropy}, volume = {23}, number = {4}, pages = {420}, year = {2021}, url = {https://doi.org/10.3390/e23040420}, doi = {10.3390/E23040420}, timestamp = {Wed, 15 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/entropy/RodrigoAAG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/JoorablooJR21, author = {Nima Joorabloo and Mahdi Jalili and Yongli Ren}, title = {A probabilistic graph-based method to solve precision-diversity dilemma in recommender systems}, journal = {Expert Syst. Appl.}, volume = {184}, pages = {115485}, year = {2021}, url = {https://doi.org/10.1016/j.eswa.2021.115485}, doi = {10.1016/J.ESWA.2021.115485}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/JoorablooJR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/ZhengHH21, author = {Lu Zheng and Zhen He and Shuguang He}, title = {An integrated probabilistic graphic model and {FMEA} approach to identify product defects from social media data}, journal = {Expert Syst. Appl.}, volume = {178}, pages = {115030}, year = {2021}, url = {https://doi.org/10.1016/j.eswa.2021.115030}, doi = {10.1016/J.ESWA.2021.115030}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eswa/ZhengHH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/gc/ShiRS21, author = {Minjia Shi and Olivier Rioul and Patrick Sol{\'{e}}}, title = {Designs in Finite Metric Spaces: {A} Probabilistic Approach}, journal = {Graphs Comb.}, volume = {37}, number = {5}, pages = {1653--1667}, year = {2021}, url = {https://doi.org/10.1007/s00373-021-02338-1}, doi = {10.1007/S00373-021-02338-1}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/gc/ShiRS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/MauaC21, author = {Denis Deratani Mau{\'{a}} and Cassio Polpo de Campos}, title = {Special Issue on Robustness in Probabilistic Graphical Models}, journal = {Int. J. Approx. Reason.}, volume = {137}, pages = {113}, year = {2021}, url = {https://doi.org/10.1016/j.ijar.2021.07.002}, doi = {10.1016/J.IJAR.2021.07.002}, timestamp = {Wed, 25 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijar/MauaC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/ZhuLWG21, author = {Mingrui Zhu and Jie Li and Nannan Wang and Xinbo Gao}, title = {Learning Deep Patch representation for Probabilistic Graphical Model-Based Face Sketch Synthesis}, journal = {Int. J. Comput. Vis.}, volume = {129}, number = {6}, pages = {1820--1836}, year = {2021}, url = {https://doi.org/10.1007/s11263-021-01442-2}, doi = {10.1007/S11263-021-01442-2}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcv/ZhuLWG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijis/Gomez-OlmedoCCM21, author = {Manuel G{\'{o}}mez{-}Olmedo and Rafael Caba{\~{n}}as and Andr{\'{e}}s Cano and Seraf{\'{\i}}n Moral and Ofelia P. Retamero}, title = {Value-based potentials: Exploiting quantitative information regularity patterns in probabilistic graphical models}, journal = {Int. J. Intell. Syst.}, volume = {36}, number = {11}, pages = {6913--6943}, year = {2021}, url = {https://doi.org/10.1002/int.22573}, doi = {10.1002/INT.22573}, timestamp = {Fri, 03 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijis/Gomez-OlmedoCCM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/iotj/WangWSAW21, author = {Cheng Wang and Cheng Wu and Jie Sheng and Bo Ai and Yiming Wang}, title = {Optimization of Time-Frequency Resource Management Based on Probabilistic Graphical Models in Railway Internet-of-Things Networking}, journal = {{IEEE} Internet Things J.}, volume = {8}, number = {6}, pages = {4788--4801}, year = {2021}, url = {https://doi.org/10.1109/JIOT.2020.3028602}, doi = {10.1109/JIOT.2020.3028602}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/iotj/WangWSAW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/HussainM21, author = {Syed Fawad Hussain and Iffat Maab}, title = {Clustering probabilistic graphs using neighbourhood paths}, journal = {Inf. Sci.}, volume = {568}, pages = {216--238}, year = {2021}, url = {https://doi.org/10.1016/j.ins.2021.03.057}, doi = {10.1016/J.INS.2021.03.057}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/isci/HussainM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jact/BrownBMW21, author = {Adam Brown and Omer Bobrowski and Elizabeth Munch and Bei Wang}, title = {Probabilistic convergence and stability of random mapper graphs}, journal = {J. Appl. Comput. Topol.}, volume = {5}, number = {1}, pages = {99--140}, year = {2021}, url = {https://doi.org/10.1007/s41468-020-00063-x}, doi = {10.1007/S41468-020-00063-X}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jact/BrownBMW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jossw/Eraslan21, author = {Dogu Kaan Eraslan}, title = {PyGModels: {A} Python package for exploring Probabilistic Graphical Models with Graph Theoretical Structures}, journal = {J. Open Source Softw.}, volume = {6}, number = {61}, pages = {3115}, year = {2021}, url = {https://doi.org/10.21105/joss.03115}, doi = {10.21105/JOSS.03115}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jossw/Eraslan21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jwsr/SuLC21, author = {Jie Su and Jun Li and Jifeng Chen}, title = {Probabilistic Graph Model Mining User Affinity in Social Networks}, journal = {Int. J. Web Serv. Res.}, volume = {18}, number = {3}, pages = {22--41}, year = {2021}, url = {https://doi.org/10.4018/IJWSR.2021070102}, doi = {10.4018/IJWSR.2021070102}, timestamp = {Wed, 01 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jwsr/SuLC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kbs/LiuLZSG21, author = {Xiaoming Liu and Yu Lan and Yadong Zhou and Chao Shen and Xiaohong Guan}, title = {A real-time explainable traffic collision inference framework based on probabilistic graph theory}, journal = {Knowl. Based Syst.}, volume = {212}, pages = {106442}, year = {2021}, url = {https://doi.org/10.1016/j.knosys.2020.106442}, doi = {10.1016/J.KNOSYS.2020.106442}, timestamp = {Wed, 13 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/kbs/LiuLZSG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mor/PetersRS21, author = {Hans Peters and Souvik Roy and Soumyarup Sadhukhan}, title = {Unanimous and Strategy-Proof Probabilistic Rules for Single-Peaked Preference Profiles on Graphs}, journal = {Math. Oper. Res.}, volume = {46}, number = {2}, pages = {811--833}, year = {2021}, url = {https://doi.org/10.1287/moor.2020.1089}, doi = {10.1287/MOOR.2020.1089}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mor/PetersRS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ncs/KapteynPW21, author = {Michael G. Kapteyn and Jacob V. R. Pretorius and Karen E. Willcox}, title = {A probabilistic graphical model foundation for enabling predictive digital twins at scale}, journal = {Nat. Comput. Sci.}, volume = {1}, number = {5}, pages = {337--347}, year = {2021}, url = {https://doi.org/10.1038/s43588-021-00069-0}, doi = {10.1038/S43588-021-00069-0}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ncs/KapteynPW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/rsa/Addario-BerryBS21, author = {Louigi Addario{-}Berry and Shankar Bhamidi and Sanchayan Sen}, title = {A probabilistic approach to the leader problem in random graphs}, journal = {Random Struct. Algorithms}, volume = {58}, number = {1}, pages = {34--67}, year = {2021}, url = {https://doi.org/10.1002/rsa.20966}, doi = {10.1002/RSA.20966}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/rsa/Addario-BerryBS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tit/HaaslerSZKC21, author = {Isabel Haasler and Rahul Singh and Qinsheng Zhang and Johan Karlsson and Yongxin Chen}, title = {Multi-Marginal Optimal Transport and Probabilistic Graphical Models}, journal = {{IEEE} Trans. Inf. Theory}, volume = {67}, number = {7}, pages = {4647--4668}, year = {2021}, url = {https://doi.org/10.1109/TIT.2021.3077465}, doi = {10.1109/TIT.2021.3077465}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/HaaslerSZKC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tjs/DaneshDY21, author = {Malihe Danesh and Morteza Dorrigiv and Farzin Yaghmaee}, title = {Ensemble-based clustering of large probabilistic graphs using neighborhood and distance metric learning}, journal = {J. Supercomput.}, volume = {77}, number = {4}, pages = {4107--4134}, year = {2021}, url = {https://doi.org/10.1007/s11227-020-03429-1}, doi = {10.1007/S11227-020-03429-1}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tjs/DaneshDY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/LiuWLLP21, author = {Feng Liu and Li Wang and Yifei Lou and Ren{-}Cang Li and Patrick L. Purdon}, title = {Probabilistic Structure Learning for {EEG/MEG} Source Imaging With Hierarchical Graph Priors}, journal = {{IEEE} Trans. Medical Imaging}, volume = {40}, number = {1}, pages = {321--334}, year = {2021}, url = {https://doi.org/10.1109/TMI.2020.3025608}, doi = {10.1109/TMI.2020.3025608}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/LiuWLLP21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/WuMLDS21, author = {Jinjian Wu and Chuanwei Ma and Leida Li and Weisheng Dong and Guangming Shi}, title = {Probabilistic Undirected Graph Based Denoising Method for Dynamic Vision Sensor}, journal = {{IEEE} Trans. Multim.}, volume = {23}, pages = {1148--1159}, year = {2021}, url = {https://doi.org/10.1109/TMM.2020.2993957}, doi = {10.1109/TMM.2020.2993957}, timestamp = {Wed, 15 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tmm/WuMLDS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/WangCZ21, author = {Li Wang and Raymond H. Chan and Tieyong Zeng}, title = {Probabilistic Semi-Supervised Learning via Sparse Graph Structure Learning}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {32}, number = {2}, pages = {853--867}, year = {2021}, url = {https://doi.org/10.1109/TNNLS.2020.2979607}, doi = {10.1109/TNNLS.2020.2979607}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/WangCZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/PerezHBHOA21, author = {Guillermo Valle P{\'{e}}rez and Gustav Eje Henter and Jonas Beskow and Andre Holzapfel and Pierre{-}Yves Oudeyer and Simon Alexanderson}, title = {Transflower: probabilistic autoregressive dance generation with multimodal attention}, journal = {{ACM} Trans. Graph.}, volume = {40}, number = {6}, pages = {195:1--195:14}, year = {2021}, url = {https://doi.org/10.1145/3478513.3480570}, doi = {10.1145/3478513.3480570}, timestamp = {Sun, 23 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/PerezHBHOA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsipn/LuG21, author = {Qin Lu and Georgios B. Giannakis}, title = {Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs}, journal = {{IEEE} Trans. Signal Inf. Process. over Networks}, volume = {7}, pages = {166--176}, year = {2021}, url = {https://doi.org/10.1109/TSIPN.2021.3060007}, doi = {10.1109/TSIPN.2021.3060007}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsipn/LuG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/BiswasDLPCA21, author = {Ayan Biswas and Soumya Dutta and Earl Lawrence and John Patchett and Jon C. Calhoun and James P. Ahrens}, title = {Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {27}, number = {12}, pages = {4439--4454}, year = {2021}, url = {https://doi.org/10.1109/TVCG.2020.3006426}, doi = {10.1109/TVCG.2020.3006426}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/BiswasDLPCA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/PreussWK21, author = {Daniel Preu{\ss} and Tino Weinkauf and Jens Harald Kr{\"{u}}ger}, title = {A Discrete Probabilistic Approach to Dense Flow Visualization}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {27}, number = {12}, pages = {4347--4358}, year = {2021}, url = {https://doi.org/10.1109/TVCG.2020.3006995}, doi = {10.1109/TVCG.2020.3006995}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/PreussWK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/RappPD21, author = {Tobias Rapp and Christoph Peters and Carsten Dachsbacher}, title = {Visual Analysis of Large Multivariate Scattered Data using Clustering and Probabilistic Summaries}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {27}, number = {2}, pages = {1580--1590}, year = {2021}, url = {https://doi.org/10.1109/TVCG.2020.3030379}, doi = {10.1109/TVCG.2020.3030379}, timestamp = {Tue, 01 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/RappPD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/RitterWNEO21, author = {Andreas Ritter and Fabio Widmer and Jen Wei Niam and Philipp Elbert and Christopher Harald Onder}, title = {Real-Time Graph Construction Algorithm for Probabilistic Predictions in Vehicular Applications}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {70}, number = {6}, pages = {5483--5498}, year = {2021}, url = {https://doi.org/10.1109/TVT.2021.3077063}, doi = {10.1109/TVT.2021.3077063}, timestamp = {Tue, 25 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvt/RitterWNEO21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvt/XuR21, author = {Dongyang Xu and James A. Ritcey}, title = {Hashed Anti-Denial of Access for {V2N} {URLLC} Services: {A} Probabilistic Graph Approach}, journal = {{IEEE} Trans. Veh. Technol.}, volume = {70}, number = {10}, pages = {10077--10092}, year = {2021}, url = {https://doi.org/10.1109/TVT.2021.3102702}, doi = {10.1109/TVT.2021.3102702}, timestamp = {Wed, 03 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvt/XuR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/RichardsonH21, author = {Oliver Richardson and Joseph Y. Halpern}, title = {Probabilistic Dependency Graphs}, booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI} 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9, 2021}, pages = {12174--12181}, publisher = {{AAAI} Press}, year = {2021}, url = {https://doi.org/10.1609/aaai.v35i13.17445}, doi = {10.1609/AAAI.V35I13.17445}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/RichardsonH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/SunZCGWCZL21, author = {Changzhi Sun and Xinbo Zhang and Jiangjie Chen and Chun Gan and Yuanbin Wu and Jiaze Chen and Hao Zhou and Lei Li}, editor = {Chengqing Zong and Fei Xia and Wenjie Li and Roberto Navigli}, title = {Probabilistic Graph Reasoning for Natural Proof Generation}, booktitle = {Findings of the Association for Computational Linguistics: {ACL/IJCNLP} 2021, Online Event, August 1-6, 2021}, series = {Findings of {ACL}}, volume = {{ACL/IJCNLP} 2021}, pages = {3140--3151}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.findings-acl.277}, doi = {10.18653/V1/2021.FINDINGS-ACL.277}, timestamp = {Fri, 27 Aug 2021 08:39:19 +0200}, biburl = {https://dblp.org/rec/conf/acl/SunZCGWCZL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acml/ZhanZHS21, author = {Huixin Zhan and Kun Zhang and Chenyi Hu and Victor S. Sheng}, editor = {Vineeth N. Balasubramanian and Ivor W. Tsang}, title = {K\({}^{\mbox{2}}\)-GNN: Multiple Users' Comments Integration with Probabilistic K-Hop Knowledge Graph Neural Networks}, booktitle = {Asian Conference on Machine Learning, {ACML} 2021, 17-19 November 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {157}, pages = {1477--1492}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v157/zhan21b.html}, timestamp = {Tue, 07 May 2024 20:11:56 +0200}, biburl = {https://dblp.org/rec/conf/acml/ZhanZHS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/GuluzadeKM21, author = {Aynur Guluzade and Endri Kacupaj and Maria Maleshkova}, editor = {Allan Tucker and Pedro Henriques Abreu and Jaime S. Cardoso and Pedro Pereira Rodrigues and David Ria{\~{n}}o}, title = {Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records}, booktitle = {Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, {AIME} 2021, Virtual Event, June 15-18, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12721}, pages = {408--417}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-77211-6\_48}, doi = {10.1007/978-3-030-77211-6\_48}, timestamp = {Tue, 15 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aime/GuluzadeKM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/apweb/LiYLD21, author = {Jianyu Li and Kun Yue and Jie Li and Liang Duan}, editor = {Leong Hou U and Marc Spaniol and Yasushi Sakurai and Junying Chen}, title = {A Probabilistic Inference Based Approach for Querying Associative Entities in Knowledge Graph}, booktitle = {Web and Big Data - 5th International Joint Conference, APWeb-WAIM 2021, Guangzhou, China, August 23-25, 2021, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {12859}, pages = {75--89}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-85899-5\_6}, doi = {10.1007/978-3-030-85899-5\_6}, timestamp = {Fri, 20 Aug 2021 16:13:57 +0200}, biburl = {https://dblp.org/rec/conf/apweb/LiYLD21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/GuoZE0TX21, author = {Yang Guo and Xuekui Zhang and Fatemeh Esfahani and Venkatesh Srinivasan and Alex Thomo and Li Xing}, editor = {Michele Coscia and Alfredo Cuzzocrea and Kai Shu and Ralf Klamma and Sharyn O'Halloran and Jon G. Rokne}, title = {Multi-stage graph peeling algorithm for probabilistic core decomposition}, booktitle = {{ASONAM} '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8 - 11, 2021}, pages = {532--539}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3487351.3489470}, doi = {10.1145/3487351.3489470}, timestamp = {Tue, 26 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/asunam/GuoZE0TX21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/ChavezE21, author = {Nidia Yadira Vaquera Chavez and Trilce Estrada}, editor = {Yixin Chen and Heiko Ludwig and Yicheng Tu and Usama M. Fayyad and Xingquan Zhu and Xiaohua Hu and Suren Byna and Xiong Liu and Jianping Zhang and Shirui Pan and Vagelis Papalexakis and Jianwu Wang and Alfredo Cuzzocrea and Carlos Ordonez}, title = {{PASCAL-G:} a Probabilistic Stream Clustering Analysis on Graphs}, booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021}, pages = {2743--2752}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/BigData52589.2021.9671750}, doi = {10.1109/BIGDATA52589.2021.9671750}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/ChavezE21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccia/Torres-MartinHC21, author = {Adri{\'{a}}n Torres{-}Mart{\'{\i}}n and Jer{\'{o}}nimo Hern{\'{a}}ndez{-}Gonz{\'{a}}lez and Jes{\'{u}}s Cerquides}, editor = {Mateu Villaret and Teresa Alsinet and C{\`{e}}sar Fern{\'{a}}ndez and A{\"{\i}}da Valls}, title = {Validation on Real Data of an Extended Embryo-Uterine Probabilistic Graphical Model for Embryo Selection}, booktitle = {Artificial Intelligence Research and Development - Proceedings of the 23rd International Conference of the Catalan Association for Artificial Intelligence, {CCIA} 2021, Virtual Event, 20-22 October, 2021}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {339}, pages = {225--234}, publisher = {{IOS} Press}, year = {2021}, url = {https://doi.org/10.3233/FAIA210139}, doi = {10.3233/FAIA210139}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccia/Torres-MartinHC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/QiZCCZ21, author = {Zhiyuan Qi and Ziheng Zhang and Jiaoyan Chen and Xi Chen and Yefeng Zheng}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {PRASEMap: {A} Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System}, booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}, pages = {4779--4783}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3459637.3481972}, doi = {10.1145/3459637.3481972}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/QiZCCZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/complexnetworks/FukushimaKY21, author = {Shintaro Fukushima and Ryoga Kanai and Kenji Yamanishi}, editor = {Rosa Mar{\'{\i}}a Benito and Chantal Cherifi and Hocine Cherifi and Esteban Moro and Luis M. Rocha and Marta Sales{-}Pardo}, title = {Graph Summarization with Latent Variable Probabilistic Models}, booktitle = {Complex Networks {\&} Their Applications {X} - Volume 2, Proceedings of the Tenth International Conference on Complex Networks and Their Applications {COMPLEX} {NETWORKS} 2021, Madrid, Spain, November 30 - December 2, 2021}, series = {Studies in Computational Intelligence}, volume = {1016}, pages = {428--440}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-93413-2\_36}, doi = {10.1007/978-3-030-93413-2\_36}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/complexnetworks/FukushimaKY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/csr2/GyllingEAE21, author = {Andreas Gylling and Mathias Ekstedt and Zeeshan Afzal and Per Eliasson}, title = {Mapping Cyber Threat Intelligence to Probabilistic Attack Graphs}, booktitle = {{IEEE} International Conference on Cyber Security and Resilience, {CSR} 2021, Rhodes, Greece, July 26-28, 2021}, pages = {304--311}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/CSR51186.2021.9527970}, doi = {10.1109/CSR51186.2021.9527970}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/csr2/GyllingEAE21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/SongCWZJ21, author = {Tengfei Song and Zijun Cui and Yuru Wang and Wenming Zheng and Qiang Ji}, title = {Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {4845--4854}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Song\_Dynamic\_Probabilistic\_Graph\_Convolution\_for\_Facial\_Action\_Unit\_Intensity\_Estimation\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.00481}, timestamp = {Mon, 18 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/SongCWZJ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/YangZ0WY21, author = {Gengcong Yang and Jingyi Zhang and Yong Zhang and Baoyuan Wu and Yujiu Yang}, title = {Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation}, booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2021, virtual, June 19-25, 2021}, pages = {12527--12536}, publisher = {Computer Vision Foundation / {IEEE}}, year = {2021}, url = {https://openaccess.thecvf.com/content/CVPR2021/html/Yang\_Probabilistic\_Modeling\_of\_Semantic\_Ambiguity\_for\_Scene\_Graph\_Generation\_CVPR\_2021\_paper.html}, doi = {10.1109/CVPR46437.2021.01234}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/YangZ0WY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/esop/Paquet21, author = {Hugo Paquet}, editor = {Nobuko Yoshida}, title = {Bayesian strategies: probabilistic programs as generalised graphical models}, booktitle = {Programming Languages and Systems - 30th European Symposium on Programming, {ESOP} 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, {ETAPS} 2021, Luxembourg City, Luxembourg, March 27 - April 1, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12648}, pages = {519--547}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-72019-3\_19}, doi = {10.1007/978-3-030-72019-3\_19}, timestamp = {Fri, 14 May 2021 08:34:21 +0200}, biburl = {https://dblp.org/rec/conf/esop/Paquet21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eucc/MadhushaniL21, author = {Udari Madhushani and Naomi Ehrich Leonard}, title = {Distributed Bandits: Probabilistic Communication on d-regular Graphs}, booktitle = {2021 European Control Conference, {ECC} 2021, Virtual Event / Delft, The Netherlands, June 29 - July 2, 2021}, pages = {830--835}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.23919/ECC54610.2021.9655031}, doi = {10.23919/ECC54610.2021.9655031}, timestamp = {Thu, 31 Mar 2022 11:10:43 +0200}, biburl = {https://dblp.org/rec/conf/eucc/MadhushaniL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eusipco/PastorinoMSZ21, author = {Martina Pastorino and Gabriele Moser and Sebastiano B. Serpico and Josiane Zerubia}, title = {Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks for Remote Sensing Image Classification}, booktitle = {29th European Signal Processing Conference, {EUSIPCO} 2021, Dublin, Ireland, August 23-27, 2021}, pages = {1740--1744}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.23919/EUSIPCO54536.2021.9616179}, doi = {10.23919/EUSIPCO54536.2021.9616179}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/PastorinoMSZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fase/Maximova0G21, author = {Maria Maximova and Sven Schneider and Holger Giese}, editor = {Esther Guerra and Mari{\"{e}}lle Stoelinga}, title = {Compositional Analysis of Probabilistic Timed Graph Transformation Systems}, booktitle = {Fundamental Approaches to Software Engineering - 24th International Conference, {FASE} 2021, Held as Part of the European Joint Conferences on Theory and Practice of Software, {ETAPS} 2021, Luxembourg City, Luxembourg, March 27 - April 1, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12649}, pages = {196--217}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-71500-7\_10}, doi = {10.1007/978-3-030-71500-7\_10}, timestamp = {Fri, 14 May 2021 08:34:15 +0200}, biburl = {https://dblp.org/rec/conf/fase/Maximova0G21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fusion/ShiriWPCLHNY21, author = {Fatemeh Shiri and Teresa Wang and Shirui Pan and Xiaojun Chang and Yuan{-}Fang Li and Reza Haffari and Van Nguyen and Shuang Yu}, title = {Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain}, booktitle = {24th {IEEE} International Conference on Information Fusion, {FUSION} 2021, Sun City, South Africa, November 1-4, 2021}, pages = {1--8}, publisher = {{IEEE}}, year = {2021}, url = {https://ieeexplore.ieee.org/document/9626935}, timestamp = {Thu, 29 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/fusion/ShiriWPCLHNY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gg/0002BMG21, author = {Christian Z{\"{o}}llner and Matthias Barkowsky and Maria Maximova and Holger Giese}, editor = {Fabio Gadducci and Timo Kehrer}, title = {On the Complexity of Simulating Probabilistic Timed Graph Transformation Systems}, booktitle = {Graph Transformation - 14th International Conference, {ICGT} 2021, Held as Part of {STAF} 2021, Virtual Event, June 24-25, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12741}, pages = {262--279}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-78946-6\_14}, doi = {10.1007/978-3-030-78946-6\_14}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gg/0002BMG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gg/Maximova0G21, author = {Maria Maximova and Sven Schneider and Holger Giese}, editor = {Fabio Gadducci and Timo Kehrer}, title = {Interval Probabilistic Timed Graph Transformation Systems}, booktitle = {Graph Transformation - 14th International Conference, {ICGT} 2021, Held as Part of {STAF} 2021, Virtual Event, June 24-25, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12741}, pages = {221--239}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-78946-6\_12}, doi = {10.1007/978-3-030-78946-6\_12}, timestamp = {Tue, 13 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gg/Maximova0G21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/his2/ZhangLCKCW21, author = {Yingxiang Zhang and Xiangyun Liao and Li Chen and Hongjun Kang and Yunpeng Cai and Qiong Wang}, editor = {Siuly Siuly and Hua Wang and Lu Chen and Yanhui Guo and Chunxiao Xing}, title = {Multi-BERT-wwm Model Based on Probabilistic Graph Strategy for Relation Extraction}, booktitle = {Health Information Science - 10th International Conference, {HIS} 2021, Melbourne, VIC, Australia, October 25-28, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13079}, pages = {95--103}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-90885-0\_9}, doi = {10.1007/978-3-030-90885-0\_9}, timestamp = {Wed, 17 Aug 2022 16:35:51 +0200}, biburl = {https://dblp.org/rec/conf/his2/ZhangLCKCW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/ZhongX021, author = {Ting Zhong and Zheyang Xu and Fan Zhou}, title = {Probabilistic Graph Neural Networks for Traffic Signal Control}, booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021}, pages = {4085--4089}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICASSP39728.2021.9414829}, doi = {10.1109/ICASSP39728.2021.9414829}, timestamp = {Fri, 09 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/ZhongX021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icbinb/WangMW21, author = {Ke Alexander Wang and Danielle C. Maddix and Yuyang Wang}, editor = {Melanie F. Pradier and Aaron Schein and Stephanie L. Hyland and Francisco J. R. Ruiz and Jessica Zosa Forde}, title = {{GOPHER:} Categorical probabilistic forecasting with graph structure via local continuous-time dynamics}, booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021}, series = {Proceedings of Machine Learning Research}, volume = {163}, pages = {80--85}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v163/wang22a.html}, timestamp = {Thu, 28 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icbinb/WangMW21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/Chu00STL21, author = {Guojun Chu and Jingyu Wang and Qi Qi and Haifeng Sun and Shimin Tao and Jianxin Liao}, title = {Prefix-Graph: {A} Versatile Log Parsing Approach Merging Prefix Tree with Probabilistic Graph}, booktitle = {37th {IEEE} International Conference on Data Engineering, {ICDE} 2021, Chania, Greece, April 19-22, 2021}, pages = {2411--2422}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICDE51399.2021.00274}, doi = {10.1109/ICDE51399.2021.00274}, timestamp = {Sun, 12 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/Chu00STL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icisdm/BishtS21, author = {Kritarth Bisht and Seba Susan}, editor = {Anu A. Gokhale}, title = {Weighted Ensemble of Neural and Probabilistic Graphical Models for Click Prediction}, booktitle = {{ICISDM} 2021: 2021 the 5th International Conference on Information System and Data Mining, Silicon Valley, CA, USA, May 27 - 29, 2021}, pages = {145--150}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3471287.3471307}, doi = {10.1145/3471287.3471307}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icisdm/BishtS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/ChenHHRL21, author = {Xiaohui Chen and Xu Han and Jiajing Hu and Francisco J. R. Ruiz and Li{-}Ping Liu}, editor = {Marina Meila and Tong Zhang}, title = {Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation}, booktitle = {Proceedings of the 38th International Conference on Machine Learning, {ICML} 2021, 18-24 July 2021, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {139}, pages = {1630--1639}, publisher = {{PMLR}}, year = {2021}, url = {http://proceedings.mlr.press/v139/chen21j.html}, timestamp = {Fri, 08 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/ChenHHRL21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/MinHK21, author = {Heajung Min and Kyung Min Han and Young J. Kim}, title = {Accelerating Probabilistic Volumetric Mapping using Ray-Tracing Graphics Hardware}, booktitle = {{IEEE} International Conference on Robotics and Automation, {ICRA} 2021, Xi'an, China, May 30 - June 5, 2021}, pages = {5440--5445}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/ICRA48506.2021.9561068}, doi = {10.1109/ICRA48506.2021.9561068}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icra/MinHK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ideal/AlfaroAG21, author = {Juan C. Alfaro and Juan A. Aledo and Jos{\'{e}} A. G{\'{a}}mez}, editor = {Hujun Yin and David Camacho and Peter Ti{\~{n}}o and Richard Allmendinger and Antonio J. Tall{\'{o}}n{-}Ballesteros and Ke Tang and Sung{-}Bae Cho and Paulo Novais and Susana Nascimento}, title = {Mixture-Based Probabilistic Graphical Models for the Partial Label Ranking Problem}, booktitle = {Intelligent Data Engineering and Automated Learning - {IDEAL} 2021 - 22nd International Conference, {IDEAL} 2021, Manchester, UK, November 25-27, 2021, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {13113}, pages = {277--288}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-91608-4\_28}, doi = {10.1007/978-3-030-91608-4\_28}, timestamp = {Fri, 30 Dec 2022 11:13:32 +0100}, biburl = {https://dblp.org/rec/conf/ideal/AlfaroAG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/PastorinoMSZ21, author = {Martina Pastorino and Gabriele Moser and Sebastiano B. Serpico and Josiane Zerubia}, title = {Semantic Segmentation of Remote Sensing Images Combining Hierarchical Probabilistic Graphical Models and Deep Convolutional Neural Networks}, booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2021, Brussels, Belgium, July 11-16, 2021}, pages = {8672--8675}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/IGARSS47720.2021.9553253}, doi = {10.1109/IGARSS47720.2021.9553253}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/igarss/PastorinoMSZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/QiZCCXZZ21, author = {Zhiyuan Qi and Ziheng Zhang and Jiaoyan Chen and Xi Chen and Yuejia Xiang and Ningyu Zhang and Yefeng Zheng}, editor = {Zhi{-}Hua Zhou}, title = {Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding}, booktitle = {Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27 August 2021}, pages = {2019--2025}, publisher = {ijcai.org}, year = {2021}, url = {https://doi.org/10.24963/ijcai.2021/278}, doi = {10.24963/IJCAI.2021/278}, timestamp = {Tue, 27 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ijcai/QiZCCXZZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/innovations/Feng0SY21, author = {Weiming Feng and Kun He and Xiaoming Sun and Yitong Yin}, editor = {James R. Lee}, title = {Dynamic Inference in Probabilistic Graphical Models}, booktitle = {12th Innovations in Theoretical Computer Science Conference, {ITCS} 2021, January 6-8, 2021, Virtual Conference}, series = {LIPIcs}, volume = {185}, pages = {25:1--25:20}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2021}, url = {https://doi.org/10.4230/LIPIcs.ITCS.2021.25}, doi = {10.4230/LIPICS.ITCS.2021.25}, timestamp = {Wed, 26 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/innovations/Feng0SY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ivs/FabrisPSC21, author = {Andrea Fabris and Luca Parolini and Sebastian Schneider and Angelo Cenedese}, title = {Use of probabilistic graphical methods for online map validation}, booktitle = {{IEEE} Intelligent Vehicles Symposium Workshops, {IV} 2021 - Workshops, Nagoya, Japan, July 11-17, 2021}, pages = {43--48}, publisher = {{IEEE}}, year = {2021}, url = {https://doi.org/10.1109/IVWorkshops54471.2021.9669245}, doi = {10.1109/IVWORKSHOPS54471.2021.9669245}, timestamp = {Thu, 20 Jan 2022 09:49:23 +0100}, biburl = {https://dblp.org/rec/conf/ivs/FabrisPSC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/ChenBCDLM21, author = {Xuelu Chen and Michael Boratko and Muhao Chen and Shib Sankar Dasgupta and Xiang Lorraine Li and Andrew McCallum}, editor = {Kristina Toutanova and Anna Rumshisky and Luke Zettlemoyer and Dilek Hakkani{-}T{\"{u}}r and Iz Beltagy and Steven Bethard and Ryan Cotterell and Tanmoy Chakraborty and Yichao Zhou}, title = {Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning}, booktitle = {Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2021, Online, June 6-11, 2021}, pages = {882--893}, publisher = {Association for Computational Linguistics}, year = {2021}, url = {https://doi.org/10.18653/v1/2021.naacl-main.68}, doi = {10.18653/V1/2021.NAACL-MAIN.68}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/ChenBCDLM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ChoudharyRKSR21, author = {Nurendra Choudhary and Nikhil Rao and Sumeet Katariya and Karthik Subbian and Chandan K. Reddy}, editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan}, title = {Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs}, booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual}, pages = {23440--23451}, year = {2021}, url = {https://proceedings.neurips.cc/paper/2021/hash/c4d2ce3f3ebb5393a77c33c0cd95dc93-Abstract.html}, timestamp = {Tue, 03 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/ChoudharyRKSR21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wasa/LiYMDZ21, author = {Chaochao Li and Yu Yang and Yufei Man and Junyu Di and Rui Zhan}, editor = {Zhe Liu and Fan Wu and Sajal K. Das}, title = {Optimized Adversarial Example Generating Algorithm Based on Probabilistic Graph}, booktitle = {Wireless Algorithms, Systems, and Applications - 16th International Conference, {WASA} 2021, Nanjing, China, June 25-27, 2021, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {12937}, pages = {597--607}, publisher = {Springer}, year = {2021}, url = {https://doi.org/10.1007/978-3-030-85928-2\_47}, doi = {10.1007/978-3-030-85928-2\_47}, timestamp = {Tue, 13 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wasa/LiYMDZ21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wiopt/KumarKY21, author = {B. R. Vinay Kumar and Navin Kashyap and D. Yogeshwaran}, editor = {Javad Ghaderi and Elif Uysal and Guoliang Xue}, title = {An Analysis of Probabilistic Forwarding of Coded Packets on Random Geometric Graphs}, booktitle = {19th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks, WiOpt 2021, Virtual Conference, October 18-21, 2021}, pages = {9--16}, publisher = {{IFIP}}, year = {2021}, url = {https://dl.ifip.org/db/conf/wiopt/wiopt2021/WiOpt\_2021\_paper\_49.pdf}, doi = {10.23919/WIOPT52861.2021.9589218}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wiopt/KumarKY21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/Sun0XB21, author = {Zitan Sun and Xin Huang and Jianliang Xu and Francesco Bonchi}, editor = {Jure Leskovec and Marko Grobelnik and Marc Najork and Jie Tang and Leila Zia}, title = {Efficient Probabilistic Truss Indexing on Uncertain Graphs}, booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021}, pages = {354--366}, publisher = {{ACM} / {IW3C2}}, year = {2021}, url = {https://doi.org/10.1145/3442381.3449976}, doi = {10.1145/3442381.3449976}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/Sun0XB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2101-02843, author = {Dan Xu and Xavier Alameda{-}Pineda and Wanli Ouyang and Elisa Ricci and Xiaogang Wang and Nicu Sebe}, title = {Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction}, journal = {CoRR}, volume = {abs/2101.02843}, year = {2021}, url = {https://arxiv.org/abs/2101.02843}, eprinttype = {arXiv}, eprint = {2101.02843}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2101-02843.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-05271, author = {Gengcong Yang and Jingyi Zhang and Yong Zhang and Baoyuan Wu and Yujiu Yang}, title = {Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation}, journal = {CoRR}, volume = {abs/2103.05271}, year = {2021}, url = {https://arxiv.org/abs/2103.05271}, eprinttype = {arXiv}, eprint = {2103.05271}, timestamp = {Mon, 05 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-05271.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-11951, author = {Aynur Guluzade and Endri Kacupaj and Maria Maleshkova}, title = {Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records}, journal = {CoRR}, volume = {abs/2103.11951}, year = {2021}, url = {https://arxiv.org/abs/2103.11951}, eprinttype = {arXiv}, eprint = {2103.11951}, timestamp = {Wed, 24 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-11951.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-04597, author = {Xuelu Chen and Michael Boratko and Muhao Chen and Shib Sankar Dasgupta and Xiang Lorraine Li and Andrew McCallum}, title = {Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning}, journal = {CoRR}, volume = {abs/2104.04597}, year = {2021}, url = {https://arxiv.org/abs/2104.04597}, eprinttype = {arXiv}, eprint = {2104.04597}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-04597.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-07196, author = {Muhamad Risqi Utama Saputra and Chris Xiaoxuan Lu and Pedro P. B. de Gusmao and Bing Wang and Andrew Markham and Niki Trigoni}, title = {Graph-based Thermal-Inertial {SLAM} with Probabilistic Neural Networks}, journal = {CoRR}, volume = {abs/2104.07196}, year = {2021}, url = {https://arxiv.org/abs/2104.07196}, eprinttype = {arXiv}, eprint = {2104.07196}, timestamp = {Mon, 13 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-07196.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2104-12053, author = {Adji B. Dieng}, title = {Deep Probabilistic Graphical Modeling}, journal = {CoRR}, volume = {abs/2104.12053}, year = {2021}, url = {https://arxiv.org/abs/2104.12053}, eprinttype = {arXiv}, eprint = {2104.12053}, timestamp = {Tue, 04 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2104-12053.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-05596, author = {Zhiyuan Qi and Ziheng Zhang and Jiaoyan Chen and Xi Chen and Yuejia Xiang and Ningyu Zhang and Yefeng Zheng}, title = {Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic Embedding}, journal = {CoRR}, volume = {abs/2105.05596}, year = {2021}, url = {https://arxiv.org/abs/2105.05596}, eprinttype = {arXiv}, eprint = {2105.05596}, timestamp = {Tue, 27 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-05596.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2105-08779, author = {B. R. Vinay Kumar and Navin Kashyap and D. Yogeshwaran}, title = {An Analysis of Probabilistic Forwarding of Coded Packets on Random Geometric Graphs}, journal = {CoRR}, volume = {abs/2105.08779}, year = {2021}, url = {https://arxiv.org/abs/2105.08779}, eprinttype = {arXiv}, eprint = {2105.08779}, timestamp = {Mon, 31 May 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2105-08779.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-06189, author = {Xiaohui Chen and Xu Han and Jiajing Hu and Francisco J. R. Ruiz and Li{-}Ping Liu}, title = {Order Matters: Probabilistic Modeling of Node Sequence for Graph Generation}, journal = {CoRR}, volume = {abs/2106.06189}, year = {2021}, url = {https://arxiv.org/abs/2106.06189}, eprinttype = {arXiv}, eprint = {2106.06189}, timestamp = {Fri, 08 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-06189.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08418, author = {Sven Schneider and Maria Maximova and Holger Giese}, title = {Probabilistic Metric Temporal Graph Logic}, journal = {CoRR}, volume = {abs/2106.08418}, year = {2021}, url = {https://arxiv.org/abs/2106.08418}, eprinttype = {arXiv}, eprint = {2106.08418}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-08801, author = {Zhiyuan Qi and Ziheng Zhang and Jiaoyan Chen and Xi Chen and Yefeng Zheng}, title = {PRASEMap: {A} Probabilistic Reasoning and Semantic Embedding based Knowledge Graph Alignment System}, journal = {CoRR}, volume = {abs/2106.08801}, year = {2021}, url = {https://arxiv.org/abs/2106.08801}, eprinttype = {arXiv}, eprint = {2106.08801}, timestamp = {Thu, 13 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-08801.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-10442, author = {Francesco A. N. Palmieri and Krishna R. Pattipati and Giovanni Di Gennaro and Giovanni Fioretti and Francesco Verolla and Amedeo Buonanno}, title = {A Unified View of Algorithms for Path Planning Using Probabilistic Inference on Factor Graphs}, journal = {CoRR}, volume = {abs/2106.10442}, year = {2021}, url = {https://arxiv.org/abs/2106.10442}, eprinttype = {arXiv}, eprint = {2106.10442}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-10442.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-11166, author = {Avinash Sharma and Radu Horaud and Diana Mateus}, title = {3D Shape Registration Using Spectral Graph Embedding and Probabilistic Matching}, journal = {CoRR}, volume = {abs/2106.11166}, year = {2021}, url = {https://arxiv.org/abs/2106.11166}, eprinttype = {arXiv}, eprint = {2106.11166}, timestamp = {Tue, 29 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-11166.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-13587, author = {Louis Duvivier and R{\'{e}}my Cazabet and C{\'{e}}line Robardet}, title = {Graph space: using both geometric and probabilistic structure to evaluate statistical graph models}, journal = {CoRR}, volume = {abs/2106.13587}, year = {2021}, url = {https://arxiv.org/abs/2106.13587}, eprinttype = {arXiv}, eprint = {2106.13587}, timestamp = {Wed, 30 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-13587.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-15666, author = {Jacob Miller and Geoffrey Roeder and Tai{-}Danae Bradley}, title = {Probabilistic Graphical Models and Tensor Networks: {A} Hybrid Framework}, journal = {CoRR}, volume = {abs/2106.15666}, year = {2021}, url = {https://arxiv.org/abs/2106.15666}, eprinttype = {arXiv}, eprint = {2106.15666}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-15666.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2106-15729, author = {Franck Djeumou and Zhe Xu and Murat Cubuktepe and Ufuk Topcu}, title = {Probabilistic Control of Heterogeneous Swarms Subject to Graph Temporal Logic Specifications: {A} Decentralized and Scalable Approach}, journal = {CoRR}, volume = {abs/2106.15729}, year = {2021}, url = {https://arxiv.org/abs/2106.15729}, eprinttype = {arXiv}, eprint = {2106.15729}, timestamp = {Mon, 05 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2106-15729.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-02418, author = {Changzhi Sun and Xinbo Zhang and Jiangjie Chen and Chun Gan and Yuanbin Wu and Jiaze Chen and Hao Zhou and Lei Li}, title = {Probabilistic Graph Reasoning for Natural Proof Generation}, journal = {CoRR}, volume = {abs/2107.02418}, year = {2021}, url = {https://arxiv.org/abs/2107.02418}, eprinttype = {arXiv}, eprint = {2107.02418}, timestamp = {Wed, 28 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-02418.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2107-05729, author = {Yicheng Fei and Xaq Pitkow}, title = {Generalization of graph network inferences in higher-order probabilistic graphical models}, journal = {CoRR}, volume = {abs/2107.05729}, year = {2021}, url = {https://arxiv.org/abs/2107.05729}, eprinttype = {arXiv}, eprint = {2107.05729}, timestamp = {Tue, 20 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2107-05729.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-06094, author = {Yang Guo and Xuekui Zhang and Fatemeh Esfahani and Venkatesh Srinivasan and Alex Thomo and Li Xing}, title = {Multi-Stage Graph Peeling Algorithm for Probabilistic Core Decomposition}, journal = {CoRR}, volume = {abs/2108.06094}, year = {2021}, url = {https://arxiv.org/abs/2108.06094}, eprinttype = {arXiv}, eprint = {2108.06094}, timestamp = {Tue, 26 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-06094.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-09870, author = {Dongping Zhang and Eytan Adar and Jessica Hullman}, title = {Visualizing Uncertainty in Probabilistic Graphs with Network Hypothetical Outcome Plots (NetHOPs)}, journal = {CoRR}, volume = {abs/2108.09870}, year = {2021}, url = {https://arxiv.org/abs/2108.09870}, eprinttype = {arXiv}, eprint = {2108.09870}, timestamp = {Fri, 27 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-09870.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2108-13714, author = {Jan Bart Broekaert and Davide La Torre}, title = {Control Scenarios for Probabilistic {SIR} Epidemics on Social-Connection Graphs}, journal = {CoRR}, volume = {abs/2108.13714}, year = {2021}, url = {https://arxiv.org/abs/2108.13714}, eprinttype = {arXiv}, eprint = {2108.13714}, timestamp = {Tue, 07 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2108-13714.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-06241, author = {Joseph Ortiz and Talfan Evans and Edgar Sucar and Andrew J. Davison}, title = {Incremental Abstraction in Distributed Probabilistic {SLAM} Graphs}, journal = {CoRR}, volume = {abs/2109.06241}, year = {2021}, url = {https://arxiv.org/abs/2109.06241}, eprinttype = {arXiv}, eprint = {2109.06241}, timestamp = {Tue, 21 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-06241.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-13233, author = {Junyu Xuan and Jie Lu and Guangquan Zhang}, title = {Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning}, journal = {CoRR}, volume = {abs/2109.13233}, year = {2021}, url = {https://arxiv.org/abs/2109.13233}, eprinttype = {arXiv}, eprint = {2109.13233}, timestamp = {Mon, 04 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-13233.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2109-13235, author = {Michael Stalder and Firat Ozdemir and Artur Safin and Jonas Sukys and Damien Bouffard and Fernando P{\'{e}}rez{-}Cruz}, title = {Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network}, journal = {CoRR}, volume = {abs/2109.13235}, year = {2021}, url = {https://arxiv.org/abs/2109.13235}, eprinttype = {arXiv}, eprint = {2109.13235}, timestamp = {Wed, 01 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2109-13235.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-00091, author = {Simon Streicher and Johan A. du Preez}, title = {Strengthening Probabilistic Graphical Models: The Purge-and-merge Algorithm}, journal = {CoRR}, volume = {abs/2110.00091}, year = {2021}, url = {https://arxiv.org/abs/2110.00091}, eprinttype = {arXiv}, eprint = {2110.00091}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-00091.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-03749, author = {Rafael Ballester{-}Ripoll and Manuele Leonelli}, title = {Global sensitivity analysis in probabilistic graphical models}, journal = {CoRR}, volume = {abs/2110.03749}, year = {2021}, url = {https://arxiv.org/abs/2110.03749}, eprinttype = {arXiv}, eprint = {2110.03749}, timestamp = {Mon, 25 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-03749.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-03792, author = {Simon Streicher and Willie Brink and Johan A. du Preez}, title = {A Probabilistic Graphical Model Approach to the Structure-and-Motion Problem}, journal = {CoRR}, volume = {abs/2110.03792}, year = {2021}, url = {https://arxiv.org/abs/2110.03792}, eprinttype = {arXiv}, eprint = {2110.03792}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-03792.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-13205, author = {Jatin Chauhan and Priyanshu Gupta and Pasquale Minervini}, title = {A Probabilistic Framework for Knowledge Graph Data Augmentation}, journal = {CoRR}, volume = {abs/2110.13205}, year = {2021}, url = {https://arxiv.org/abs/2110.13205}, eprinttype = {arXiv}, eprint = {2110.13205}, timestamp = {Thu, 28 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-13205.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-13522, author = {Nurendra Choudhary and Nikhil Rao and Sumeet Katariya and Karthik Subbian and Chandan K. Reddy}, title = {Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs}, journal = {CoRR}, volume = {abs/2110.13522}, year = {2021}, url = {https://arxiv.org/abs/2110.13522}, eprinttype = {arXiv}, eprint = {2110.13522}, timestamp = {Thu, 28 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-13522.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2110-15886, author = {Suqi Liu and Mikl{\'{o}}s Z. R{\'{a}}cz}, title = {A probabilistic view of latent space graphs and phase transitions}, journal = {CoRR}, volume = {abs/2110.15886}, year = {2021}, url = {https://arxiv.org/abs/2110.15886}, eprinttype = {arXiv}, eprint = {2110.15886}, timestamp = {Tue, 02 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2110-15886.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2111-10436, author = {Lianna Hambardzumyan and Hamed Hatami and Pooya Hatami}, title = {A counter-example to the probabilistic universal graph conjecture via randomized communication complexity}, journal = {CoRR}, volume = {abs/2111.10436}, year = {2021}, url = {https://arxiv.org/abs/2111.10436}, eprinttype = {arXiv}, eprint = {2111.10436}, timestamp = {Fri, 26 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2111-10436.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-01292, author = {Arnaud Fanthomme and Francesca Rizzato and Simona Cocco and R{\'{e}}mi Monasson}, title = {Optimal regularizations for data generation with probabilistic graphical models}, journal = {CoRR}, volume = {abs/2112.01292}, year = {2021}, url = {https://arxiv.org/abs/2112.01292}, eprinttype = {arXiv}, eprint = {2112.01292}, timestamp = {Mon, 11 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-01292.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-07575, author = {Raghu Arghal and Eric Lei and Shirin Saeedi Bidokhti}, title = {Robust Graph Neural Networks via Probabilistic Lipschitz Constraints}, journal = {CoRR}, volume = {abs/2112.07575}, year = {2021}, url = {https://arxiv.org/abs/2112.07575}, eprinttype = {arXiv}, eprint = {2112.07575}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-07575.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-09964, author = {Ke Alexander Wang and Danielle C. Maddix and Yuyang Wang}, title = {{GOPHER:} Categorical probabilistic forecasting with graph structure via local continuous-time dynamics}, journal = {CoRR}, volume = {abs/2112.09964}, year = {2021}, url = {https://arxiv.org/abs/2112.09964}, eprinttype = {arXiv}, eprint = {2112.09964}, timestamp = {Thu, 28 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-09964.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jaihc/SridharC21, title = {Fuzzy signal strength estimated Markov probabilistic graph for efficient handover and seamless data delivery in {PAN}}, journal = {J. Ambient Intell. Humaniz. Comput.}, volume = {12}, number = {5}, pages = {5457--5470}, year = {2021}, note = {Withdrawn.}, url = {https://doi.org/10.1007/s12652-020-02034-7}, doi = {10.1007/S12652-020-02034-7}, timestamp = {Wed, 25 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jaihc/SridharC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Liu20c, author = {Dong Liu}, title = {Perspectives on Probabilistic Graphical Models}, school = {{KTH} Royal Institute of Technology, Stockholm, Sweden}, year = {2020}, url = {https://nbn-resolving.org/urn:nbn:se:kth:diva-284140}, urn = {urn:nbn:se:kth:diva-284140}, timestamp = {Tue, 29 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Liu20c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Verghese20, author = {Sheena Leeza Verghese}, title = {High dimensional low sample size data analysis: a probabilistic graphical model based approach for feature extraction and classification}, school = {University of Nottingham, {UK}}, year = {2020}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.813414}, timestamp = {Wed, 10 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Verghese20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Dieng20, author = {Adji Bousso Dieng}, title = {Deep Probabilistic Graphical Modeling}, school = {Columbia University, {USA}}, year = {2020}, url = {https://doi.org/10.7916/d8-gt4e-6m45}, doi = {10.7916/D8-GT4E-6M45}, timestamp = {Fri, 15 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Dieng20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aamas/HazonG20, author = {Noam Hazon and Mira Gonen}, title = {Probabilistic physical search on general graphs: approximations and heuristics}, journal = {Auton. Agents Multi Agent Syst.}, volume = {34}, number = {1}, pages = {1}, year = {2020}, url = {https://doi.org/10.1007/s10458-019-09423-z}, doi = {10.1007/S10458-019-09423-Z}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/aamas/HazonG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/GaoZYZ20, author = {Rugao Gao and Keping Zhou and Chun Yang and Ke Zhu}, title = {An Underground Mine Risk Identification Model and Safety Management Method Based on Explanation Graph-Probabilistic Multi-Plan Analysis {(EG-PMPA)}}, journal = {{IEEE} Access}, volume = {8}, pages = {223214--223233}, year = {2020}, url = {https://doi.org/10.1109/ACCESS.2020.3045339}, doi = {10.1109/ACCESS.2020.3045339}, timestamp = {Sat, 09 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/access/GaoZYZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/GlasserPC20, author = {Ivan Glasser and Nicola Pancotti and J. Ignacio Cirac}, title = {From Probabilistic Graphical Models to Generalized Tensor Networks for Supervised Learning}, journal = {{IEEE} Access}, volume = {8}, pages = {68169--68182}, year = {2020}, url = {https://doi.org/10.1109/ACCESS.2020.2986279}, doi = {10.1109/ACCESS.2020.2986279}, timestamp = {Fri, 22 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/GlasserPC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/amai/JavidianWLV20, author = {Mohammad Ali Javidian and Zhiyu Wang and Linyuan Lu and Marco Valtorta}, title = {On a hypergraph probabilistic graphical model}, journal = {Ann. Math. Artif. Intell.}, volume = {88}, number = {9}, pages = {1003--1033}, year = {2020}, url = {https://doi.org/10.1007/s10472-020-09701-7}, doi = {10.1007/S10472-020-09701-7}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/amai/JavidianWLV20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ar/KinoseT20, author = {Akira Kinose and Tadahiro Taniguchi}, title = {Integration of imitation learning using {GAIL} and reinforcement learning using task-achievement rewards via probabilistic graphical model}, journal = {Adv. Robotics}, volume = {34}, number = {16}, pages = {1055--1067}, year = {2020}, url = {https://doi.org/10.1080/01691864.2020.1778521}, doi = {10.1080/01691864.2020.1778521}, timestamp = {Mon, 07 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ar/KinoseT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/artmed/VilardellBCMGAF20, author = {Mireia Vilardell and Maria Bux{\'{o}} and Ramon Cl{\`{e}}ries and Jos{\'{e}} Miguel Mart{\'{\i}}nez and Gemma Garcia and Alberto Ameijide and Rebeca Font and Sergi Civit and Rafael Marcos{-}Gragera and Maria Loreto Vilardell and Mari{\`{a}} Carulla and Josep Alfons Espin{\`{a}}s and Jaume Galceran and Angel Izquierdo and Josep Maria Borr{\`{a}}s}, title = {Missing data imputation and synthetic data simulation through modeling graphical probabilistic dependencies between variables (ModGraProDep): An application to breast cancer survival}, journal = {Artif. Intell. Medicine}, volume = {107}, pages = {101875}, year = {2020}, url = {https://doi.org/10.1016/j.artmed.2020.101875}, doi = {10.1016/J.ARTMED.2020.101875}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/artmed/VilardellBCMGAF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bigdatama/HeZ20, author = {Zaobo He and Junxiu Zhou}, title = {Inference attacks on genomic data based on probabilistic graphical models}, journal = {Big Data Min. Anal.}, volume = {3}, number = {3}, pages = {225--233}, year = {2020}, url = {https://doi.org/10.26599/BDMA.2020.9020008}, doi = {10.26599/BDMA.2020.9020008}, timestamp = {Mon, 17 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bigdatama/HeZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/KotiangE20, author = {Stephen Kotiang and Ali Eslami}, title = {A probabilistic graphical model for system-wide analysis of gene regulatory networks}, journal = {Bioinform.}, volume = {36}, number = {10}, pages = {3192--3199}, year = {2020}, url = {https://doi.org/10.1093/bioinformatics/btaa122}, doi = {10.1093/BIOINFORMATICS/BTAA122}, timestamp = {Fri, 25 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/KotiangE20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/GhorbaniWEBT20, author = {Saeed Ghorbani and Calden Wloka and Ali Etemad and Marcus A. Brubaker and Nikolaus F. Troje}, title = {Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model}, journal = {Comput. Graph. Forum}, volume = {39}, number = {8}, pages = {225--239}, year = {2020}, url = {https://doi.org/10.1111/cgf.14116}, doi = {10.1111/CGF.14116}, timestamp = {Tue, 23 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/GhorbaniWEBT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/TrettnerK20, author = {Philip Trettner and Leif Kobbelt}, title = {Fast and Robust {QEF} Minimization using Probabilistic Quadrics}, journal = {Comput. Graph. Forum}, volume = {39}, number = {2}, pages = {325--334}, year = {2020}, url = {https://doi.org/10.1111/cgf.13933}, doi = {10.1111/CGF.13933}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/TrettnerK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cmig/ChagasIGRRF20, author = {Jo{\~{a}}o Victor Souza das Chagas and Roberto F. Ivo and Matheus T. Guimar{\~{a}}es and Douglas de A. Rodrigues and Eliz{\^{a}}ngela de S. Rebou{\c{c}}as and Pedro Pedrosa Rebou{\c{c}}as Filho}, title = {Fast fully automatic skin lesions segmentation probabilistic with Parzen window}, journal = {Comput. Medical Imaging Graph.}, volume = {85}, pages = {101774}, year = {2020}, url = {https://doi.org/10.1016/j.compmedimag.2020.101774}, doi = {10.1016/J.COMPMEDIMAG.2020.101774}, timestamp = {Wed, 18 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cmig/ChagasIGRRF20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dss/ZhengH020, author = {Lu Zheng and Zhen He and Shuguang He}, title = {A novel probabilistic graphic model to detect product defects from social media data}, journal = {Decis. Support Syst.}, volume = {137}, pages = {113369}, year = {2020}, url = {https://doi.org/10.1016/j.dss.2020.113369}, doi = {10.1016/J.DSS.2020.113369}, timestamp = {Tue, 20 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/dss/ZhengH020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/SouzaGCML20, author = {C{\'{e}}sar Roberto de Souza and Adrien Gaidon and Yohann Cabon and Naila Murray and Antonio M. L{\'{o}}pez}, title = {Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models}, journal = {Int. J. Comput. Vis.}, volume = {128}, number = {5}, pages = {1505--1536}, year = {2020}, url = {https://doi.org/10.1007/s11263-019-01222-z}, doi = {10.1007/S11263-019-01222-Z}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcv/SouzaGCML20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijig/Nnolim20, author = {Uche Afam Nnolim}, title = {Probabilistic, Multi-Scale Fractional Tonal Correction Bilateral Filter-Based Hazy Image Enhancement}, journal = {Int. J. Image Graph.}, volume = {20}, number = {2}, pages = {2050010:1--2050010:28}, year = {2020}, url = {https://doi.org/10.1142/S0219467820500102}, doi = {10.1142/S0219467820500102}, timestamp = {Thu, 25 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijig/Nnolim20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/ZhangMZ20, author = {Richong Zhang and Yongyi Mao and Weihua Zhao}, title = {Knowledge graphs completion via probabilistic reasoning}, journal = {Inf. Sci.}, volume = {521}, pages = {144--159}, year = {2020}, url = {https://doi.org/10.1016/j.ins.2020.02.016}, doi = {10.1016/J.INS.2020.02.016}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/ZhangMZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jaihc/LiHP20, author = {Xin Li and Guyu Hu and Zhisong Pan}, title = {An eigendecomposition method based on deep learning and probabilistic graph model}, journal = {J. Ambient Intell. Humaniz. Comput.}, volume = {11}, number = {9}, pages = {3627--3637}, year = {2020}, url = {https://doi.org/10.1007/s12652-019-01555-0}, doi = {10.1007/S12652-019-01555-0}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jaihc/LiHP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/BacciuEM20, author = {Davide Bacciu and Federico Errica and Alessio Micheli}, title = {Probabilistic Learning on Graphs via Contextual Architectures}, journal = {J. Mach. Learn. Res.}, volume = {21}, pages = {134:1--134:39}, year = {2020}, url = {http://jmlr.org/papers/v21/19-470.html}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/BacciuEM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/LiuLQ20, author = {Weidong Liu and Xin Liu and Wenbo Qiao}, title = {Probabilistic graph-based valuation model for measuring the relative patent value in a valuation scenario}, journal = {Pattern Recognit. Lett.}, volume = {138}, pages = {204--210}, year = {2020}, url = {https://doi.org/10.1016/j.patrec.2020.07.023}, doi = {10.1016/J.PATREC.2020.07.023}, timestamp = {Wed, 18 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/prl/LiuLQ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/prl/MaXD20, author = {Junliang Ma and Bing Xiao and Cheng Deng}, title = {Graph based semi-supervised classification with probabilistic nearest neighbors}, journal = {Pattern Recognit. Lett.}, volume = {133}, pages = {94--101}, year = {2020}, url = {https://doi.org/10.1016/j.patrec.2020.01.021}, doi = {10.1016/J.PATREC.2020.01.021}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/prl/MaXD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/AgarwalDB20, author = {Shubhangi Agarwal and Sourav Dutta and Arnab Bhattacharya}, title = {ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs}, journal = {Proc. {VLDB} Endow.}, volume = {13}, number = {10}, pages = {1654--1668}, year = {2020}, url = {http://www.vldb.org/pvldb/vol13/p1654-agarwal.pdf}, doi = {10.14778/3401960.3401964}, timestamp = {Sat, 16 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/AgarwalDB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/qip/KoshkaN20, author = {Yaroslav Koshka and Mark A. Novotny}, title = {Toward sampling from undirected probabilistic graphical models using a D-Wave quantum annealer}, journal = {Quantum Inf. Process.}, volume = {19}, number = {9}, pages = {353}, year = {2020}, url = {https://doi.org/10.1007/s11128-020-02781-8}, doi = {10.1007/S11128-020-02781-8}, timestamp = {Thu, 16 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/qip/KoshkaN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ral/EiffertLSWSN20, author = {Stuart Eiffert and Kunming Li and Mao Shan and Stewart Worrall and Salah Sukkarieh and Eduardo M. Nebot}, title = {Probabilistic Crowd {GAN:} Multimodal Pedestrian Trajectory Prediction Using a Graph Vehicle-Pedestrian Attention Network}, journal = {{IEEE} Robotics Autom. Lett.}, volume = {5}, number = {4}, pages = {5026--5033}, year = {2020}, url = {https://doi.org/10.1109/LRA.2020.3004324}, doi = {10.1109/LRA.2020.3004324}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ral/EiffertLSWSN20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tifs/PengW0G20, author = {Chunlei Peng and Nannan Wang and Jie Li and Xinbo Gao}, title = {Face Sketch Synthesis in the Wild via Deep Patch Representation-Based Probabilistic Graphical Model}, journal = {{IEEE} Trans. Inf. Forensics Secur.}, volume = {15}, pages = {172--183}, year = {2020}, url = {https://doi.org/10.1109/TIFS.2019.2916633}, doi = {10.1109/TIFS.2019.2916633}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tifs/PengW0G20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmi/ScipioniPSL20, author = {Michele Scipioni and Stefano Pedemonte and Maria Filomena Santarelli and Luigi Landini}, title = {Probabilistic Graphical Models for Dynamic {PET:} {A} Novel Approach to Direct Parametric Map Estimation and Image Reconstruction}, journal = {{IEEE} Trans. Medical Imaging}, volume = {39}, number = {1}, pages = {152--160}, year = {2020}, url = {https://doi.org/10.1109/TMI.2019.2922448}, doi = {10.1109/TMI.2019.2922448}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmi/ScipioniPSL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhangWLG20, author = {Mingjin Zhang and Nannan Wang and Yunsong Li and Xinbo Gao}, title = {Neural Probabilistic Graphical Model for Face Sketch Synthesis}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {31}, number = {7}, pages = {2623--2637}, year = {2020}, url = {https://doi.org/10.1109/TNNLS.2019.2933590}, doi = {10.1109/TNNLS.2019.2933590}, timestamp = {Mon, 20 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/ZhangWLG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/HenterAB20, author = {Gustav Eje Henter and Simon Alexanderson and Jonas Beskow}, title = {MoGlow: probabilistic and controllable motion synthesis using normalising flows}, journal = {{ACM} Trans. Graph.}, volume = {39}, number = {6}, pages = {236:1--236:14}, year = {2020}, url = {https://doi.org/10.1145/3414685.3417836}, doi = {10.1145/3414685.3417836}, timestamp = {Mon, 07 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/HenterAB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/0010CWL20, author = {Shuai Li and Wei Chen and Zheng Wen and Kwong{-}Sak Leung}, title = {Stochastic Online Learning with Probabilistic Graph Feedback}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {4675--4682}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.5899}, doi = {10.1609/AAAI.V34I04.5899}, timestamp = {Sat, 03 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/0010CWL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KhademiS20, author = {Mahmoud Khademi and Oliver Schulte}, title = {Deep Generative Probabilistic Graph Neural Networks for Scene Graph Generation}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {11237--11245}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i07.6783}, doi = {10.1609/AAAI.V34I07.6783}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KhademiS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/StrahlPMK20, author = {Jonathan Strahl and Jaakko Peltonen and Hiroshi Mamitsuka and Samuel Kaski}, title = {Scalable Probabilistic Matrix Factorization with Graph-Based Priors}, booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI} 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA, February 7-12, 2020}, pages = {5851--5858}, publisher = {{AAAI} Press}, year = {2020}, url = {https://doi.org/10.1609/aaai.v34i04.6043}, doi = {10.1609/AAAI.V34I04.6043}, timestamp = {Fri, 08 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/StrahlPMK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acai2/YinDHX20, author = {Jiaorou Yin and Pengfei Duan and Weitao Huang and Shengwu Xiong}, title = {Probabilistic Graph Attention for Relation Extraction for Domain of Geography}, booktitle = {{ACAI} 2020: 3rd International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, December, 2020}, pages = {84:1--84:6}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3446132.3446411}, doi = {10.1145/3446132.3446411}, timestamp = {Mon, 07 Mar 2022 09:23:43 +0100}, biburl = {https://dblp.org/rec/conf/acai2/YinDHX20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/HazonG20, author = {Noam Hazon and Mira Gonen}, editor = {Amal El Fallah Seghrouchni and Gita Sukthankar and Bo An and Neil Yorke{-}Smith}, title = {Probabilistic Physical Search on General Graphs: Approximations and Heuristics}, booktitle = {Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, {AAMAS} '20, Auckland, New Zealand, May 9-13, 2020}, pages = {2143--2145}, publisher = {International Foundation for Autonomous Agents and Multiagent Systems}, year = {2020}, url = {https://dl.acm.org/doi/10.5555/3398761.3399104}, doi = {10.5555/3398761.3399104}, timestamp = {Tue, 26 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/atal/HazonG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bdc/Zada0AAKR20, author = {Muhammad Sadiq Hassan Zada and Bo Yuan and Ashiq Anjum and Muhammad Ajmal Azad and Wajahat Ali Khan and Stephan Reiff{-}Marganiec}, title = {Large-scale Data Integration Using Graph Probabilistic Dependencies (GPDs)}, booktitle = {7th {IEEE/ACM} International Conference on Big Data Computing, Applications and Technologies, {BDCAT} 2020, Leicester, United Kingdom, December 7-10, 2020}, pages = {27--36}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/BDCAT50828.2020.00028}, doi = {10.1109/BDCAT50828.2020.00028}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bdc/Zada0AAKR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/SarantiTEH20, author = {Anna Saranti and Behnam Taraghi and Martin Ebner and Andreas Holzinger}, editor = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar R. Weippl}, title = {Property-Based Testing for Parameter Learning of Probabilistic Graphical Models}, booktitle = {Machine Learning and Knowledge Extraction - 4th {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2020, Dublin, Ireland, August 25-28, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12279}, pages = {499--515}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-57321-8\_28}, doi = {10.1007/978-3-030-57321-8\_28}, timestamp = {Wed, 26 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/SarantiTEH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/chi/PuK20, author = {Xiaoying Pu and Matthew Kay}, editor = {Regina Bernhaupt and Florian 'Floyd' Mueller and David Verweij and Josh Andres and Joanna McGrenere and Andy Cockburn and Ignacio Avellino and Alix Goguey and Pernille Bj{\o}n and Shengdong Zhao and Briane Paul Samson and Rafal Kocielnik}, title = {A Probabilistic Grammar of Graphics}, booktitle = {{CHI} '20: {CHI} Conference on Human Factors in Computing Systems, Honolulu, HI, USA, April 25-30, 2020}, pages = {1--13}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3313831.3376466}, doi = {10.1145/3313831.3376466}, timestamp = {Wed, 04 May 2022 13:02:17 +0200}, biburl = {https://dblp.org/rec/conf/chi/PuK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/LiuCLZX20, author = {Yifei Liu and Chao Chen and Yazheng Liu and Xi Zhang and Sihong Xie}, editor = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Shapley Values and Meta-Explanations for Probabilistic Graphical Model Inference}, booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020}, pages = {945--954}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340531.3411881}, doi = {10.1145/3340531.3411881}, timestamp = {Thu, 04 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/LiuCLZX20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/Hunter20, author = {Anthony Hunter}, editor = {Giuseppe De Giacomo and Alejandro Catal{\'{a}} and Bistra Dilkina and Michela Milano and Sen{\'{e}}n Barro and Alberto Bugar{\'{\i}}n and J{\'{e}}r{\^{o}}me Lang}, title = {Generating Instantiated Argument Graphs from Probabilistic Information}, booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020 - Including 10th Conference on Prestigious Applications of Artificial Intelligence {(PAIS} 2020)}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {325}, pages = {769--776}, publisher = {{IOS} Press}, year = {2020}, url = {https://doi.org/10.3233/FAIA200165}, doi = {10.3233/FAIA200165}, timestamp = {Fri, 09 Apr 2021 18:50:05 +0200}, biburl = {https://dblp.org/rec/conf/ecai/Hunter20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/HartwigM020, author = {Mattis Hartwig and Marisa Mohr and Ralf M{\"{o}}ller}, editor = {Roman Bart{\'{a}}k and Eric Bell}, title = {Constructing Gaussian Processes for Probabilistic Graphical Models}, booktitle = {Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, Originally to be held in North Miami Beach, Florida, USA, May 17-20, 2020}, pages = {57--62}, publisher = {{AAAI} Press}, year = {2020}, url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18407}, timestamp = {Wed, 26 Oct 2022 08:35:06 +0200}, biburl = {https://dblp.org/rec/conf/flairs/HartwigM020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gg/ZollnerBMSG20, author = {Christian Z{\"{o}}llner and Matthias Barkowsky and Maria Maximova and Melanie Schneider and Holger Giese}, editor = {Fabio Gadducci and Timo Kehrer}, title = {A Simulator for Probabilistic Timed Graph Transformation Systems with Complex Large-Scale Topologies}, booktitle = {Graph Transformation - 13th International Conference, {ICGT} 2020, Held as Part of {STAF} 2020, Bergen, Norway, June 25-26, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12150}, pages = {325--334}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-51372-6\_20}, doi = {10.1007/978-3-030-51372-6\_20}, timestamp = {Tue, 30 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gg/ZollnerBMSG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdt/AmarilliC20, author = {Antoine Amarilli and {\.I}smail {\.I}lkan Ceylan}, editor = {Carsten Lutz and Jean Christoph Jung}, title = {A Dichotomy for Homomorphism-Closed Queries on Probabilistic Graphs}, booktitle = {23rd International Conference on Database Theory, {ICDT} 2020, March 30-April 2, 2020, Copenhagen, Denmark}, series = {LIPIcs}, volume = {155}, pages = {5:1--5:20}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2020}, url = {https://doi.org/10.4230/LIPIcs.ICDT.2020.5}, doi = {10.4230/LIPICS.ICDT.2020.5}, timestamp = {Thu, 19 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdt/AmarilliC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icisdm/VaidaP20, author = {Maria Vaida and Pranita Patil}, title = {Semi-Supervised Graph Neural Network with Probabilistic Modeling to Mitigate Uncertainty}, booktitle = {{ICISDM} 2020: The 4th International Conference on Information System and Data Mining, Hawaii, HI, USA, May 15-17, 2020}, pages = {152--156}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3404663.3404680}, doi = {10.1145/3404663.3404680}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icisdm/VaidaP20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/WeiGDD20, author = {Jiayi Wei and Maruth Goyal and Greg Durrett and Isil Dillig}, title = {LambdaNet: Probabilistic Type Inference using Graph Neural Networks}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=Hkx6hANtwH}, timestamp = {Thu, 07 May 2020 17:11:47 +0200}, biburl = {https://dblp.org/rec/conf/iclr/WeiGDD20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/ZhangCYRLQS20, author = {Yuyu Zhang and Xinshi Chen and Yuan Yang and Arun Ramamurthy and Bo Li and Yuan Qi and Le Song}, title = {Efficient Probabilistic Logic Reasoning with Graph Neural Networks}, booktitle = {8th International Conference on Learning Representations, {ICLR} 2020, Addis Ababa, Ethiopia, April 26-30, 2020}, publisher = {OpenReview.net}, year = {2020}, url = {https://openreview.net/forum?id=rJg76kStwH}, timestamp = {Thu, 03 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iclr/ZhangCYRLQS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isgt/MyersWGQ20, author = {Luke Myers and Binghui Wang and Neil Zhenqiang Gong and Daji Qiao}, title = {State Estimation via Inference on a Probabilistic Graphical Model - {A} Different Perspective}, booktitle = {{IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies Conference, {ISGT} 2020, Washington, DC, USA, February 17-20, 2020}, pages = {1--5}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ISGT45199.2020.9087690}, doi = {10.1109/ISGT45199.2020.9087690}, timestamp = {Wed, 20 May 2020 16:38:18 +0200}, biburl = {https://dblp.org/rec/conf/isgt/MyersWGQ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isgteurope/WangZCLZ20, author = {Dawei Wang and Kedi Zheng and Qixin Chen and Gang Luo and Xuan Zhang}, title = {Probabilistic Power Flow Solution with Graph Convolutional Network}, booktitle = {{IEEE} {PES} Innovative Smart Grid Technologies Europe, {ISGT} Europe 2020, Delft, The Netherlands, October 26-28, 2020}, pages = {650--654}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ISGT-Europe47291.2020.9248786}, doi = {10.1109/ISGT-EUROPE47291.2020.9248786}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/isgteurope/WangZCLZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isscc/WanKEZLWD0RJWCW20, author = {Weier Wan and Rajkumar Kubendran and Sukru Burc Eryilmaz and Wenqiang Zhang and Yan Liao and Dabin Wu and Stephen R. Deiss and Bin Gao and Priyanka Raina and Siddharth Joshi and Huaqiang Wu and Gert Cauwenberghs and H.{-}S. Philip Wong}, title = {33.1 {A} 74 {TMACS/W} {CMOS-RRAM} Neurosynaptic Core with Dynamically Reconfigurable Dataflow and In-situ Transposable Weights for Probabilistic Graphical Models}, booktitle = {2020 {IEEE} International Solid- State Circuits Conference, {ISSCC} 2020, San Francisco, CA, USA, February 16-20, 2020}, pages = {498--500}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ISSCC19947.2020.9062979}, doi = {10.1109/ISSCC19947.2020.9062979}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isscc/WanKEZLWD0RJWCW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itsc/SuBGH20, author = {Jianyu Su and Peter A. Beling and Rui Guo and Kyungtae Han}, title = {Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration}, booktitle = {23rd {IEEE} International Conference on Intelligent Transportation Systems, {ITSC} 2020, Rhodes, Greece, September 20-23, 2020}, pages = {1--8}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/ITSC45102.2020.9294294}, doi = {10.1109/ITSC45102.2020.9294294}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/itsc/SuBGH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LyuFL20, author = {Gengyu Lyu and Songhe Feng and Yidong Li}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {Partial Multi-Label Learning via Probabilistic Graph Matching Mechanism}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {105--113}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3403053}, doi = {10.1145/3394486.3403053}, timestamp = {Tue, 09 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/LyuFL20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MandaglioTG20, author = {Domenico Mandaglio and Andrea Tagarelli and Francesco Gullo}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {In and Out: Optimizing Overall Interaction in Probabilistic Graphs under Clustering Constraints}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {1371--1381}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3403190}, doi = {10.1145/3394486.3403190}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/MandaglioTG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/WelkeSKW20, author = {Pascal Welke and Florian Seiffarth and Michael Kamp and Stefan Wrobel}, editor = {Rajesh Gupta and Yan Liu and Jiliang Tang and B. Aditya Prakash}, title = {{HOPS:} Probabilistic Subtree Mining for Small and Large Graphs}, booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020}, pages = {1275--1284}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394486.3403180}, doi = {10.1145/3394486.3403180}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/WelkeSKW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/0026LWC20, author = {Jing Li and Suiyi Ling and Junle Wang and Patrick Le Callet}, editor = {Chang Wen Chen and Rita Cucchiara and Xian{-}Sheng Hua and Guo{-}Jun Qi and Elisa Ricci and Zhengyou Zhang and Roger Zimmermann}, title = {A Probabilistic Graphical Model for Analyzing the Subjective Visual Quality Assessment Data from Crowdsourcing}, booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020}, pages = {3339--3347}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3394171.3413619}, doi = {10.1145/3394171.3413619}, timestamp = {Thu, 15 Oct 2020 12:15:03 +0200}, biburl = {https://dblp.org/rec/conf/mm/0026LWC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ShihE20, author = {Andy Shih and Stefano Ermon}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {Probabilistic Circuits for Variational Inference in Discrete Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/31784d9fc1fa0d25d04eae50ac9bf787-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ShihE20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VuT20, author = {Minh N. Vu and My T. Thai}, editor = {Hugo Larochelle and Marc'Aurelio Ranzato and Raia Hadsell and Maria{-}Florina Balcan and Hsuan{-}Tien Lin}, title = {PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks}, booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual}, year = {2020}, url = {https://proceedings.neurips.cc/paper/2020/hash/8fb134f258b1f7865a6ab2d935a897c9-Abstract.html}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VuT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CabanasCSM20, author = {Rafael Caba{\~{n}}as and Javier C{\'{o}}zar and Antonio Salmer{\'{o}}n and Andr{\'{e}}s R. Masegosa}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {Probabilistic Graphical Models with Neural Networks in InferPy}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {601--604}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/cabanas20b.html}, timestamp = {Fri, 03 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/CabanasCSM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/DucampBNW20, author = {Gaspard Ducamp and Philippe Bonnard and Anthony Nouy and Pierre{-}Henri Wuillemin}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {173--184}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/ducamp20b.html}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/DucampBNW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/DucampGW20, author = {Gaspard Ducamp and Christophe Gonzales and Pierre{-}Henri Wuillemin}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {aGrUM/pyAgrum : a toolbox to build models and algorithms for Probabilistic Graphical Models in Python}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {609--612}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/ducamp20a.html}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/DucampGW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/FinkeGBP020, author = {Nils Finke and Marcel Gehrke and Tanya Braun and Tristan Potten and Ralf M{\"{o}}ller}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {197--208}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/finke20a.html}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/FinkeGBP020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Serrano-PerezS20, author = {Jonathan Serrano{-}P{\'{e}}rez and Luis Enrique Sucar}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {PGM{\_}PyLib: {A} Toolkit for Probabilistic Graphical Models in Python}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, pages = {625--628}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/serrano-perez20a.html}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Serrano-PerezS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rcai/SelivanovMRS20, author = {Anton Selivanov and Ivan Moloshnikov and Roman B. Rybka and Alexander G. Sboev}, editor = {Sergei O. Kuznetsov and Aleksandr I. Panov and Konstantin S. Yakovlev}, title = {Keyword Extraction Approach Based on Probabilistic-Entropy, Graph, and Neural Network Methods}, booktitle = {Artificial Intelligence - 18th Russian Conference, {RCAI} 2020, Moscow, Russia, October 10-16, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12412}, pages = {284--295}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-59535-7\_21}, doi = {10.1007/978-3-030-59535-7\_21}, timestamp = {Tue, 06 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rcai/SelivanovMRS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rss/Djeumou0T20, author = {Franck Djeumou and Zhe Xu and Ufuk Topcu}, editor = {Marc Toussaint and Antonio Bicchi and Tucker Hermans}, title = {Probabilistic Swarm Guidance Subject to Graph Temporal Logic Specifications}, booktitle = {Robotics: Science and Systems XVI, Virtual Event / Corvalis, Oregon, USA, July 12-16, 2020}, year = {2020}, url = {https://doi.org/10.15607/RSS.2020.XVI.058}, doi = {10.15607/RSS.2020.XVI.058}, timestamp = {Thu, 15 Jul 2021 18:53:52 +0200}, biburl = {https://dblp.org/rec/conf/rss/Djeumou0T20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rtss/AgrawalBG0V20, author = {Kunal Agrawal and Sanjoy K. Baruah and Zhishan Guo and Jing Li and Sudharsan Vaidhun}, title = {Hard-Real-Time Routing in Probabilistic Graphs to Minimize Expected Delay}, booktitle = {41st {IEEE} Real-Time Systems Symposium, {RTSS} 2020, Houston, TX, USA, December 1-4, 2020}, pages = {63--75}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/RTSS49844.2020.00017}, doi = {10.1109/RTSS49844.2020.00017}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/rtss/AgrawalBG0V20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/supercomputer/PercianoHCLB20, author = {Talita Perciano and Colleen Heinemann and David Camp and Brenton Lessley and E. Wes Bethel}, editor = {Ponnuswamy Sadayappan and Bradford L. Chamberlain and Guido Juckeland and Hatem Ltaief}, title = {Shared-Memory Parallel Probabilistic Graphical Modeling Optimization: Comparison of Threads, OpenMP, and Data-Parallel Primitives}, booktitle = {High Performance Computing - 35th International Conference, {ISC} High Performance 2020, Frankfurt/Main, Germany, June 22-25, 2020, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {12151}, pages = {127--145}, publisher = {Springer}, year = {2020}, url = {https://doi.org/10.1007/978-3-030-50743-5\_7}, doi = {10.1007/978-3-030-50743-5\_7}, timestamp = {Fri, 14 May 2021 08:34:20 +0200}, biburl = {https://dblp.org/rec/conf/supercomputer/PercianoHCLB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/VardhanJK20, author = {L. Vivek Harsha Vardhan and Guo Jia and Stanley Kok}, editor = {Amal El Fallah Seghrouchni and Gita Sukthankar and Tie{-}Yan Liu and Maarten van Steen}, title = {Probabilistic Logic Graph Attention Networks for Reasoning}, booktitle = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020}, pages = {669--673}, publisher = {{ACM} / {IW3C2}}, year = {2020}, url = {https://doi.org/10.1145/3366424.3391265}, doi = {10.1145/3366424.3391265}, timestamp = {Thu, 25 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/VardhanJK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pgm/2020, editor = {Manfred Jaeger and Thomas Dyhre Nielsen}, title = {International Conference on Probabilistic Graphical Models, {PGM} 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Sk{\o}rping, Denmark}, series = {Proceedings of Machine Learning Research}, volume = {138}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v138/}, timestamp = {Mon, 14 Jun 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/2020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2001-11850, author = {Yuyu Zhang and Xinshi Chen and Yuan Yang and Arun Ramamurthy and Bo Li and Yuan Qi and Le Song}, title = {Efficient Probabilistic Logic Reasoning with Graph Neural Networks}, journal = {CoRR}, volume = {abs/2001.11850}, year = {2020}, url = {https://arxiv.org/abs/2001.11850}, eprinttype = {arXiv}, eprint = {2001.11850}, timestamp = {Thu, 03 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2001-11850.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2003-09676, author = {Yiren Zhao and Duo Wang and Xitong Gao and Robert D. Mullins and Pietro Li{\`{o}} and Mateja Jamnik}, title = {Probabilistic Dual Network Architecture Search on Graphs}, journal = {CoRR}, volume = {abs/2003.09676}, year = {2020}, url = {https://arxiv.org/abs/2003.09676}, eprinttype = {arXiv}, eprint = {2003.09676}, timestamp = {Tue, 24 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2003-09676.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-03053, author = {Yeping Hu and Wei Zhan and Masayoshi Tomizuka}, title = {Scenario-Transferable Semantic Graph Reasoning for Interaction-Aware Probabilistic Prediction}, journal = {CoRR}, volume = {abs/2004.03053}, year = {2020}, url = {https://arxiv.org/abs/2004.03053}, eprinttype = {arXiv}, eprint = {2004.03053}, timestamp = {Wed, 08 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-03053.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-10066, author = {Yifei Liu and Chao Chen and Xi Zhang and Sihong Xie}, title = {Rigorous Explanation of Inference on Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/2004.10066}, year = {2020}, url = {https://arxiv.org/abs/2004.10066}, eprinttype = {arXiv}, eprint = {2004.10066}, timestamp = {Tue, 28 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-10066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-02161, author = {Jiayi Wei and Maruth Goyal and Greg Durrett and Isil Dillig}, title = {LambdaNet: Probabilistic Type Inference using Graph Neural Networks}, journal = {CoRR}, volume = {abs/2005.02161}, year = {2020}, url = {https://arxiv.org/abs/2005.02161}, eprinttype = {arXiv}, eprint = {2005.02161}, timestamp = {Sat, 09 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-02161.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2005-04879, author = {Ming Bo Cai and Michael Shvartsman and Anqi Wu and Hejia Zhang and Xia Zhu}, title = {Incorporating structured assumptions with probabilistic graphical models in fMRI data analysis}, journal = {CoRR}, volume = {abs/2005.04879}, year = {2020}, url = {https://arxiv.org/abs/2005.04879}, eprinttype = {arXiv}, eprint = {2005.04879}, timestamp = {Thu, 14 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2005-04879.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-01958, author = {Fatemeh Esfahani and Venkatesh Srinivasan and Alex Thomo and Kui Wu}, title = {Nucleus Decomposition in Probabilistic Graphs: Hardness and Algorithms}, journal = {CoRR}, volume = {abs/2006.01958}, year = {2020}, url = {https://arxiv.org/abs/2006.01958}, eprinttype = {arXiv}, eprint = {2006.01958}, timestamp = {Thu, 27 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-01958.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-08866, author = {Yasunori Akagi and Yusuke Tanaka and Tomoharu Iwata and Takeshi Kurashima and Hiroyuki Toda}, title = {Probabilistic Optimal Transport based on Collective Graphical Models}, journal = {CoRR}, volume = {abs/2006.08866}, year = {2020}, url = {https://arxiv.org/abs/2006.08866}, eprinttype = {arXiv}, eprint = {2006.08866}, timestamp = {Wed, 17 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-08866.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-12906, author = {Stuart Eiffert and Kunming Li and Mao Shan and Stewart Worrall and Salah Sukkarieh and Eduardo M. Nebot}, title = {Probabilistic Crowd {GAN:} Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network}, journal = {CoRR}, volume = {abs/2006.12906}, year = {2020}, url = {https://arxiv.org/abs/2006.12906}, eprinttype = {arXiv}, eprint = {2006.12906}, timestamp = {Wed, 01 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-12906.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-14113, author = {Isabel Haasler and Rahul Singh and Qinsheng Zhang and Johan Karlsson and Yongxin Chen}, title = {Multi-marginal optimal transport and probabilistic graphical models}, journal = {CoRR}, volume = {abs/2006.14113}, year = {2020}, url = {https://arxiv.org/abs/2006.14113}, eprinttype = {arXiv}, eprint = {2006.14113}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-14113.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2006-16856, author = {Yuesong Shen and Daniel Cremers}, title = {Deriving Neural Network Design and Learning from the Probabilistic Framework of Chain Graphs}, journal = {CoRR}, volume = {abs/2006.16856}, year = {2020}, url = {https://arxiv.org/abs/2006.16856}, eprinttype = {arXiv}, eprint = {2006.16856}, timestamp = {Thu, 02 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2006-16856.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2007-15475, author = {Roland R. Ramsahai}, title = {Connecting actuarial judgment to probabilistic learning techniques with graph theory}, journal = {CoRR}, volume = {abs/2007.15475}, year = {2020}, url = {https://arxiv.org/abs/2007.15475}, eprinttype = {arXiv}, eprint = {2007.15475}, timestamp = {Mon, 03 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2007-15475.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-00234, author = {Ukachi Osisiogu}, title = {Semantic Sentiment Analysis Based on Probabilistic Graphical Models and Recurrent Neural Network}, journal = {CoRR}, volume = {abs/2009.00234}, year = {2020}, url = {https://arxiv.org/abs/2009.00234}, eprinttype = {arXiv}, eprint = {2009.00234}, timestamp = {Wed, 16 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-00234.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2009-05949, author = {Fangke Ye and Jisheng Zhao and Vivek Sarkar}, title = {Advanced Graph-Based Deep Learning for Probabilistic Type Inference}, journal = {CoRR}, volume = {abs/2009.05949}, year = {2020}, url = {https://arxiv.org/abs/2009.05949}, eprinttype = {arXiv}, eprint = {2009.05949}, timestamp = {Thu, 17 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2009-05949.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-03548, author = {Rajarshi Das and Ameya Godbole and Nicholas Monath and Manzil Zaheer and Andrew McCallum}, title = {Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion}, journal = {CoRR}, volume = {abs/2010.03548}, year = {2020}, url = {https://arxiv.org/abs/2010.03548}, eprinttype = {arXiv}, eprint = {2010.03548}, timestamp = {Tue, 13 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-03548.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-05788, author = {Minh N. Vu and My T. Thai}, title = {PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks}, journal = {CoRR}, volume = {abs/2010.05788}, year = {2020}, url = {https://arxiv.org/abs/2010.05788}, eprinttype = {arXiv}, eprint = {2010.05788}, timestamp = {Tue, 20 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-05788.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-11446, author = {Andy Shih and Stefano Ermon}, title = {Probabilistic Circuits for Variational Inference in Discrete Graphical Models}, journal = {CoRR}, volume = {abs/2010.11446}, year = {2020}, url = {https://arxiv.org/abs/2010.11446}, eprinttype = {arXiv}, eprint = {2010.11446}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-11446.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2010-12071, author = {David Chiang and Chung{-}chieh Shan}, title = {Translating Recursive Probabilistic Programs to Factor Graph Grammars}, journal = {CoRR}, volume = {abs/2010.12071}, year = {2020}, url = {https://arxiv.org/abs/2010.12071}, eprinttype = {arXiv}, eprint = {2010.12071}, timestamp = {Thu, 29 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2010-12071.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-07720, author = {Udari Madhushani and Naomi Ehrich Leonard}, title = {Distributed Bandits: Probabilistic Communication on d-regular Graphs}, journal = {CoRR}, volume = {abs/2011.07720}, year = {2020}, url = {https://arxiv.org/abs/2011.07720}, eprinttype = {arXiv}, eprint = {2011.07720}, timestamp = {Thu, 19 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-07720.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-09020, author = {Ziniu Wu and Rong Zhu and Andreas Pfadler and Yuxing Han and Jiangneng Li and Zhengping Qian and Kai Zeng and Jingren Zhou}, title = {{FSPN:} {A} New Class of Probabilistic Graphical Model}, journal = {CoRR}, volume = {abs/2011.09020}, year = {2020}, url = {https://arxiv.org/abs/2011.09020}, eprinttype = {arXiv}, eprint = {2011.09020}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-09020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2011-10348, author = {Heajung Min and Kyung Min Han and Young J. Kim}, title = {Accelerating Probabilistic Volumetric Mapping using Ray-Tracing Graphics Hardware}, journal = {CoRR}, volume = {abs/2011.10348}, year = {2020}, url = {https://arxiv.org/abs/2011.10348}, eprinttype = {arXiv}, eprint = {2011.10348}, timestamp = {Wed, 25 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2011-10348.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-02877, author = {Yuxuan Yuan and Kaveh Dehghanpour and Zhaoyu Wang and Fankun Bu}, title = {Multi-Source Data-Driven Outage Location in Distribution Systems Using Probabilistic Graph Learning}, journal = {CoRR}, volume = {abs/2012.02877}, year = {2020}, url = {https://arxiv.org/abs/2012.02877}, eprinttype = {arXiv}, eprint = {2012.02877}, timestamp = {Wed, 09 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-02877.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-05841, author = {Michael G. Kapteyn and Jacob V. R. Pretorius and Karen E. Willcox}, title = {A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale}, journal = {CoRR}, volume = {abs/2012.05841}, year = {2020}, url = {https://arxiv.org/abs/2012.05841}, eprinttype = {arXiv}, eprint = {2012.05841}, timestamp = {Sat, 02 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-05841.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-10800, author = {Oliver Richardson and Joseph Y. Halpern}, title = {Probabilistic Dependency Graphs}, journal = {CoRR}, volume = {abs/2012.10800}, year = {2020}, url = {https://arxiv.org/abs/2012.10800}, eprinttype = {arXiv}, eprint = {2012.10800}, timestamp = {Mon, 04 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-10800.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Zhong19, author = {Zilong Zhong}, title = {Spectral-Spatial Neural Networks and Probabilistic Graph Models for Hyperspectral Image Classification}, school = {University of Waterloo, Ontario, Canada}, year = {2019}, url = {https://hdl.handle.net/10012/14893}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Zhong19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Hakimov19, author = {Sherzod Hakimov}, title = {Learning Multilingual Semantic Parsers for Question Answering over Linked Data. {A} comparison of neural and probabilistic graphical model architectures}, school = {Bielefeld University, Germany}, year = {2019}, url = {https://pub.uni-bielefeld.de/record/2935619}, urn = {urn:nbn:de:0070-pub-29356195}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Hakimov19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/es/Fernandez-Gonzalez19, author = {Pablo Fernandez{-}Gonzalez}, title = {Developments in probabilistic graphical models, circular distributions and theory of random forests with applications in neuroscience}, school = {Technical University of Madrid, Spain}, year = {2019}, url = {https://oa.upm.es/56990/}, timestamp = {Thu, 16 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/es/Fernandez-Gonzalez19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Gilroy19, author = {Sorcha Gilroy}, title = {Probabilistic graph formalisms for meaning representations}, school = {University of Edinburgh, {UK}}, year = {2019}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.770910}, timestamp = {Mon, 22 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Gilroy19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/gr/Koufoudakis19, author = {George Koufoudakis}, title = {Analysis of probabilistic information dissemination in wireless networks employing algebraic graph theory elements}, school = {Ionian University, Greece}, year = {2019}, url = {http://hdl.handle.net/10442/hedi/45253}, timestamp = {Wed, 17 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/gr/Koufoudakis19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/it/Scipioni19, author = {Michele Scipioni}, title = {4D Tomographic Image Reconstruction and Parametric Maps Estimation: a model-based strategy for algorithm design using Bayesian inference in Probabilistic Graphical Models}, school = {University of Pisa, Italy}, year = {2019}, url = {https://opac.bncf.firenze.sbn.it/bncf-prod/resource?uri=TD20017906}, timestamp = {Wed, 10 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/it/Scipioni19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/synthesis/2019Dechter, author = {Rina Dechter}, title = {Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms, Second Edition}, series = {Synthesis Lectures on Artificial Intelligence and Machine Learning}, publisher = {Morgan {\&} Claypool Publishers}, year = {2019}, url = {https://doi.org/10.2200/S00893ED2V01Y201901AIM041}, doi = {10.2200/S00893ED2V01Y201901AIM041}, isbn = {978-3-031-00455-1}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/synthesis/2019Dechter.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/LiuWWL19, author = {Wenlei Liu and Sentang Wu and Xiaolong Wu and Kai Li}, title = {Mixed Probability Inverse Depth Estimation Based on Probabilistic Graph Model}, journal = {{IEEE} Access}, volume = {7}, pages = {72591--72603}, year = {2019}, url = {https://doi.org/10.1109/ACCESS.2019.2920278}, doi = {10.1109/ACCESS.2019.2920278}, timestamp = {Fri, 05 Jul 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/LiuWWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cga/GillmannPWHM19, author = {Christina Gillmann and Tobias Post and Thomas Wischgoll and Hans Hagen and Ross Maciejewski}, title = {Hierarchical Image Semantics Using Probabilistic Path Propagations for Biomedical Research}, journal = {{IEEE} Computer Graphics and Applications}, volume = {39}, number = {6}, pages = {86--101}, year = {2019}, url = {https://doi.org/10.1109/MCG.2019.2894094}, doi = {10.1109/MCG.2019.2894094}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cga/GillmannPWHM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/AgethenGR19, author = {Philipp Agethen and Felix Gaisbauer and Enrico Rukzio}, title = {A Probabilistic Steering Parameter Model for Deterministic Motion Planning Algorithms}, journal = {Comput. Graph. Forum}, volume = {38}, number = {1}, pages = {549--563}, year = {2019}, url = {https://doi.org/10.1111/cgf.13591}, doi = {10.1111/CGF.13591}, timestamp = {Thu, 15 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/AgethenGR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/combinatorics/Rad19, author = {Nader Jafari Rad}, title = {New Probabilistic Upper Bounds on the Domination Number of a Graph}, journal = {Electron. J. Comb.}, volume = {26}, number = {3}, pages = {3}, year = {2019}, url = {https://doi.org/10.37236/8345}, doi = {10.37236/8345}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/combinatorics/Rad19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eor/KhouzaniLM19, author = {M. H. R. Khouzani and Zhengliang Liu and Pasquale Malacaria}, title = {Scalable min-max multi-objective cyber-security optimisation over probabilistic attack graphs}, journal = {Eur. J. Oper. Res.}, volume = {278}, number = {3}, pages = {894--903}, year = {2019}, url = {https://doi.org/10.1016/j.ejor.2019.04.035}, doi = {10.1016/J.EJOR.2019.04.035}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eor/KhouzaniLM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/evs/HalimK19, author = {Zahid Halim and Jamal Hussain Khattak}, title = {Density-based clustering of big probabilistic graphs}, journal = {Evol. Syst.}, volume = {10}, number = {3}, pages = {333--350}, year = {2019}, url = {https://doi.org/10.1007/s12530-018-9223-2}, doi = {10.1007/S12530-018-9223-2}, timestamp = {Wed, 12 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/evs/HalimK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/KouDYSLXL19, author = {Feifei Kou and Junping Du and Cong{-}Xian Yang and Yan{-}Song Shi and MeiYu Liang and Zhe Xue and Haisheng Li}, title = {A multi-feature probabilistic graphical model for social network semantic search}, journal = {Neurocomputing}, volume = {336}, pages = {67--78}, year = {2019}, url = {https://doi.org/10.1016/j.neucom.2018.03.086}, doi = {10.1016/J.NEUCOM.2018.03.086}, timestamp = {Tue, 16 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/KouDYSLXL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LiuPW19, author = {Yuanchao Liu and Bo Pang and Xiaolong Wang}, title = {Opinion spam detection by incorporating multimodal embedded representation into a probabilistic review graph}, journal = {Neurocomputing}, volume = {366}, pages = {276--283}, year = {2019}, url = {https://doi.org/10.1016/j.neucom.2019.08.013}, doi = {10.1016/J.NEUCOM.2019.08.013}, timestamp = {Thu, 10 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/LiuPW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcst/QiangFYGZS19, author = {Yuting Qiang and Yanwei Fu and Xiao Yu and Yanwen Guo and Zhi{-}Hua Zhou and Leonid Sigal}, title = {Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models}, journal = {J. Comput. Sci. Technol.}, volume = {34}, number = {1}, pages = {155--169}, year = {2019}, url = {https://doi.org/10.1007/s11390-019-1904-1}, doi = {10.1007/S11390-019-1904-1}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcst/QiangFYGZS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jocs/RamazzottiNAG19, author = {Daniele Ramazzotti and Marco S. Nobile and Marco Antoniotti and Alex Graudenzi}, title = {Efficient computational strategies to learn the structure of probabilistic graphical models of cumulative phenomena}, journal = {J. Comput. Sci.}, volume = {30}, pages = {1--10}, year = {2019}, url = {https://doi.org/10.1016/j.jocs.2018.10.009}, doi = {10.1016/J.JOCS.2018.10.009}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jocs/RamazzottiNAG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WelkeHW19, author = {Pascal Welke and Tam{\'{a}}s Horv{\'{a}}th and Stefan Wrobel}, title = {Probabilistic and exact frequent subtree mining in graphs beyond forests}, journal = {Mach. Learn.}, volume = {108}, number = {7}, pages = {1137--1164}, year = {2019}, url = {https://doi.org/10.1007/s10994-019-05779-1}, doi = {10.1007/S10994-019-05779-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WelkeHW19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/WangCWL19, author = {Xin Wang and Ming{-}Ching Chang and Lan Wang and Siwei Lyu}, title = {Efficient algorithms for graph regularized {PLSA} for probabilistic topic modeling}, journal = {Pattern Recognit.}, volume = {86}, pages = {236--247}, year = {2019}, url = {https://doi.org/10.1016/j.patcog.2018.09.004}, doi = {10.1016/J.PATCOG.2018.09.004}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/WangCWL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ZhangZCL19, author = {Chun{-}Yang Zhang and Qi Zhao and C. L. Philip Chen and Wenxi Liu}, title = {Deep compression of probabilistic graphical networks}, journal = {Pattern Recognit.}, volume = {96}, year = {2019}, url = {https://doi.org/10.1016/j.patcog.2019.106979}, doi = {10.1016/J.PATCOG.2019.106979}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/ZhangZCL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sigspatial/Sabek19, author = {Ibrahim Sabek}, title = {Flash: scalable spatial probabilistic graphical modeling}, journal = {{ACM} {SIGSPATIAL} Special}, volume = {11}, number = {3}, pages = {3--6}, year = {2019}, url = {https://doi.org/10.1145/3383653.3383654}, doi = {10.1145/3383653.3383654}, timestamp = {Wed, 27 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/sigspatial/Sabek19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcs/AmirB19, author = {Michael Amir and Alfred M. Bruckstein}, title = {Probabilistic pursuits on graphs}, journal = {Theor. Comput. Sci.}, volume = {795}, pages = {459--477}, year = {2019}, url = {https://doi.org/10.1016/j.tcs.2019.08.001}, doi = {10.1016/J.TCS.2019.08.001}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tcs/AmirB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/QiuLLQWYM19, author = {Yu{-}Xuan Qiu and Rong{-}Hua Li and Jianxin Li and Shaojie Qiao and Guoren Wang and Jeffrey Xu Yu and Rui Mao}, title = {Efficient Structural Clustering on Probabilistic Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {31}, number = {10}, pages = {1954--1968}, year = {2019}, url = {https://doi.org/10.1109/TKDE.2018.2872553}, doi = {10.1109/TKDE.2018.2872553}, timestamp = {Thu, 04 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/QiuLLQWYM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tmm/ChenWBCS19, author = {Yuting Chen and Joseph Wang and Yannan Bai and Gregory D. Casta{\~{n}}{\'{o}}n and Venkatesh Saligrama}, title = {Probabilistic Semantic Retrieval for Surveillance Videos With Activity Graphs}, journal = {{IEEE} Trans. Multim.}, volume = {21}, number = {3}, pages = {704--716}, year = {2019}, url = {https://doi.org/10.1109/TMM.2018.2865860}, doi = {10.1109/TMM.2018.2865860}, timestamp = {Thu, 01 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tmm/ChenWBCS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/AthawaleJ19, author = {Tushar M. Athawale and Chris R. Johnson}, title = {Probabilistic Asymptotic Decider for Topological Ambiguity Resolution in Level-Set Extraction for Uncertain 2D Data}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {25}, number = {1}, pages = {1163--1172}, year = {2019}, url = {https://doi.org/10.1109/TVCG.2018.2864505}, doi = {10.1109/TVCG.2018.2864505}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/AthawaleJ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/BeyerMAAPH19, author = {Johanna Beyer and Haneen Mohammed and Marco Agus and Ali K. Al{-}Awami and Hanspeter Pfister and Markus Hadwiger}, title = {Culling for Extreme-Scale Segmentation Volumes: {A} Hybrid Deterministic and Probabilistic Approach}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {25}, number = {1}, pages = {1132--1141}, year = {2019}, url = {https://doi.org/10.1109/TVCG.2018.2864847}, doi = {10.1109/TVCG.2018.2864847}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/BeyerMAAPH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/SterlingRKL19, author = {Auston Sterling and Nicholas Rewkowski and Roberta L. Klatzky and Ming C. Lin}, title = {Audio-Material Reconstruction for Virtualized Reality Using a Probabilistic Damping Model}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {25}, number = {5}, pages = {1855--1864}, year = {2019}, url = {https://doi.org/10.1109/TVCG.2019.2898822}, doi = {10.1109/TVCG.2019.2898822}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tvcg/SterlingRKL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/wias/AllahyariPK19, author = {Mehdi Allahyari and Seyedamin Pouriyeh and Krys J. Kochut}, title = {Combining semantic graph and probabilistic topic models for discovering coherent topics}, journal = {Web Intell.}, volume = {17}, number = {4}, pages = {365--379}, year = {2019}, url = {https://doi.org/10.3233/WEB-190424}, doi = {10.3233/WEB-190424}, timestamp = {Fri, 26 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/wias/AllahyariPK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl-alta/ShcherbakovV19, author = {Andrey Shcherbakov and Ekaterina Vylomova}, editor = {Meladel Mistica and Massimo Piccardi and Andrew MacKinlay}, title = {A string-to-graph constructive alignment algorithm for discrete and probabilistic language modeling}, booktitle = {Proceedings of the The 17th Annual Workshop of the Australasian Language Technology Association, {ALTA} 2019, Sydney, Australia, December 4-6, 2019}, pages = {186--191}, publisher = {Australasian Language Technology Association}, year = {2019}, url = {https://aclanthology.org/U19-1025/}, timestamp = {Thu, 05 Aug 2021 17:36:17 +0200}, biburl = {https://dblp.org/rec/conf/acl-alta/ShcherbakovV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/YoonLXZFUZP19, author = {KiJung Yoon and Renjie Liao and Yuwen Xiong and Lisa Zhang and Ethan Fetaya and Raquel Urtasun and Richard S. Zemel and Xaq Pitkow}, editor = {Michael B. Matthews}, title = {Inference in Probabilistic Graphical Models by Graph Neural Networks}, booktitle = {53rd Asilomar Conference on Signals, Systems, and Computers, {ACSCC} 2019, Pacific Grove, CA, USA, November 3-6, 2019}, pages = {868--875}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/IEEECONF44664.2019.9048920}, doi = {10.1109/IEEECONF44664.2019.9048920}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/acssc/YoonLXZFUZP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aistats/KellySV19, author = {Craig Kelly and Somdeb Sarkhel and Deepak Venugopal}, editor = {Kamalika Chaudhuri and Masashi Sugiyama}, title = {Adaptive Rao-Blackwellisation in Gibbs Sampling for Probabilistic Graphical Models}, booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics, {AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan}, series = {Proceedings of Machine Learning Research}, volume = {89}, pages = {2907--2915}, publisher = {{PMLR}}, year = {2019}, url = {http://proceedings.mlr.press/v89/kelly19a.html}, timestamp = {Fri, 07 Jun 2019 09:03:47 +0200}, biburl = {https://dblp.org/rec/conf/aistats/KellySV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/ChandrababuB19, author = {Suganya Chandrababu and Dhundy R. Bastola}, editor = {Illhoi Yoo and Jinbo Bi and Xiaohua Hu}, title = {Multi-Stage Probabilistic Bipartite Graph Algorithm - Effect of Herbal Medicines on the Gut Ecosystem}, booktitle = {2019 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2019, San Diego, CA, USA, November 18-21, 2019}, pages = {334--341}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BIBM47256.2019.8982981}, doi = {10.1109/BIBM47256.2019.8982981}, timestamp = {Fri, 09 Apr 2021 17:11:15 +0200}, biburl = {https://dblp.org/rec/conf/bibm/ChandrababuB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/WangXM019, author = {Tianqi Wang and Houping Xiao and Fenglong Ma and Jing Gao}, editor = {Chaitanya K. Baru and Jun Huan and Latifur Khan and Xiaohua Hu and Ronay Ak and Yuanyuan Tian and Roger S. Barga and Carlo Zaniolo and Kisung Lee and Yanfang (Fanny) Ye}, title = {IProWA: {A} Novel Probabilistic Graphical Model for Crowdsourcing Aggregation}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {677--682}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9005518}, doi = {10.1109/BIGDATA47090.2019.9005518}, timestamp = {Tue, 18 Oct 2022 14:44:48 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/WangXM019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/DiasK19, author = {Gustavo Dias and Andr{\'{e}} Yoshiaki Kashiwabara}, title = {A Probabilistic Algorithm to Estimate the Spectral Moments of Large Undirected Weighted Graphs}, booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador, Brazil, October 15-18, 2019}, pages = {783--787}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BRACIS.2019.00140}, doi = {10.1109/BRACIS.2019.00140}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bracis/DiasK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bracis/YafraniMDLS0O19, author = {Mohamed El Yafrani and Marcella Scoczynski Ribeiro Martins and Myriam R. B. S. Delgado and Ricardo L{\"{u}}ders and Inkyung Sung and Markus Wagner and Diego Oliva}, title = {On Updating Probabilistic Graphical Models in Bayesian Optimisation Algorithm}, booktitle = {8th Brazilian Conference on Intelligent Systems, {BRACIS} 2019, Salvador, Brazil, October 15-18, 2019}, pages = {311--316}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BRACIS.2019.00062}, doi = {10.1109/BRACIS.2019.00062}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bracis/YafraniMDLS0O19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdmake/SarantiTEH19, author = {Anna Saranti and Behnam Taraghi and Martin Ebner and Andreas Holzinger}, editor = {Andreas Holzinger and Peter Kieseberg and A Min Tjoa and Edgar R. Weippl}, title = {Insights into Learning Competence Through Probabilistic Graphical Models}, booktitle = {Machine Learning and Knowledge Extraction - Third {IFIP} {TC} 5, {TC} 12, {WG} 8.4, {WG} 8.9, {WG} 12.9 International Cross-Domain Conference, {CD-MAKE} 2019, Canterbury, UK, August 26-29, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11713}, pages = {250--271}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-29726-8\_16}, doi = {10.1007/978-3-030-29726-8\_16}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cdmake/SarantiTEH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/csonet/LuoY0DCYC19, author = {Qi Luo and Dongxiao Yu and Feng Li and Zhenhao Dou and Zhipeng Cai and Jiguo Yu and Xiuzhen Cheng}, editor = {Andrea Tagarelli and Hanghang Tong}, title = {Distributed Core Decomposition in Probabilistic Graphs}, booktitle = {Computational Data and Social Networks - 8th International Conference, CSoNet 2019, Ho Chi Minh City, Vietnam, November 18-20, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11917}, pages = {16--32}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-34980-6\_2}, doi = {10.1007/978-3-030-34980-6\_2}, timestamp = {Thu, 10 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/csonet/LuoY0DCYC19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dexa/GonzagaMA19, author = {Andr{\'{e}} Gonzaga and Mirella M. Moro and M{\'{a}}rio S. Alvim}, editor = {Sven Hartmann and Josef K{\"{u}}ng and Sharma Chakravarthy and Gabriele Anderst{-}Kotsis and A Min Tjoa and Ismail Khalil}, title = {A Probabilistic Algorithm to Predict Missing Facts from Knowledge Graphs}, booktitle = {Database and Expert Systems Applications - 30th International Conference, {DEXA} 2019, Linz, Austria, August 26-29, 2019, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {11706}, pages = {149--158}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-27615-7\_11}, doi = {10.1007/978-3-030-27615-7\_11}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dexa/GonzagaMA19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eann/JoorablooJR19, author = {Nima Joorabloo and Mahdi Jalili and Yongli Ren}, editor = {John MacIntyre and Lazaros S. Iliadis and Ilias Maglogiannis and Chrisina Jayne}, title = {A Probabilistic Graph-Based Method to Improve Recommender System Accuracy}, booktitle = {Engineering Applications of Neural Networks - 20th International Conference, {EANN} 2019, Hersonissos, Crete, Greece, May 24-26, 2019, Proceedings}, series = {Communications in Computer and Information Science}, volume = {1000}, pages = {151--163}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-20257-6\_13}, doi = {10.1007/978-3-030-20257-6\_13}, timestamp = {Sat, 31 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eann/JoorablooJR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecsqaru/AlfaroRAG19, author = {Juan Carlos Alfaro Jim{\'{e}}nez and Enrique Gonz{\'{a}}lez Rodrigo and Juan A. Aledo and Jos{\'{e}} Antonio G{\'{a}}mez}, editor = {Gabriele Kern{-}Isberner and Zoran Ognjanovic}, title = {A Probabilistic Graphical Model-Based Approach for the Label Ranking Problem}, booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 15th European Conference, {ECSQARU} 2019, Belgrade, Serbia, September 18-20, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11726}, pages = {351--362}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-29765-7\_29}, doi = {10.1007/978-3-030-29765-7\_29}, timestamp = {Wed, 15 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecsqaru/AlfaroRAG19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/EsfahaniW0T019, author = {Fatemeh Esfahani and Jian Wu and Venkatesh Srinivasan and Alex Thomo and Kui Wu}, editor = {Melanie Herschel and Helena Galhardas and Berthold Reinwald and Irini Fundulaki and Carsten Binnig and Zoi Kaoudi}, title = {Fast Truss Decomposition in Large-scale Probabilistic Graphs}, booktitle = {Advances in Database Technology - 22nd International Conference on Extending Database Technology, {EDBT} 2019, Lisbon, Portugal, March 26-29, 2019}, pages = {722--725}, publisher = {OpenProceedings.org}, year = {2019}, url = {https://doi.org/10.5441/002/edbt.2019.96}, doi = {10.5441/002/EDBT.2019.96}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edbt/EsfahaniW0T019.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fdg/GandhiH19, author = {Sagar Gandhi and Brent Harrison}, editor = {Sebastian Deterding and Foaad Khosmood and Johanna Pirker and Thomas H. Apperley}, title = {Guided open story generation using probabilistic graphical models}, booktitle = {Proceedings of the 14th International Conference on the Foundations of Digital Games, {FDG} 2019, San Luis Obispo, California, USA, August 26-30, 2019}, pages = {79:1--79:7}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3337722.3341871}, doi = {10.1145/3337722.3341871}, timestamp = {Tue, 20 Jul 2021 13:40:19 +0200}, biburl = {https://dblp.org/rec/conf/fdg/GandhiH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fusion/BehmannCSB19, author = {Nicolai Behmann and Yihan Cheng and Jens Schleusner and Holger Blume}, title = {Probabilistic 3D Point Cloud Fusion on Graphics Processors for Automotive (Poster)}, booktitle = {22th International Conference on Information Fusion, {FUSION} 2019, Ottawa, ON, Canada, July 2-5, 2019}, pages = {1--6}, publisher = {{IEEE}}, year = {2019}, url = {https://ieeexplore.ieee.org/document/9011304}, timestamp = {Mon, 16 Mar 2020 14:53:07 +0100}, biburl = {https://dblp.org/rec/conf/fusion/BehmannCSB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gis/Sabek19, author = {Ibrahim Sabek}, editor = {Farnoush Banaei Kashani and Goce Trajcevski and Ralf Hartmut G{\"{u}}ting and Lars Kulik and Shawn D. Newsam}, title = {Towards Scalable Spatial Probabilistic Graphical Modeling}, booktitle = {Proceedings of the 27th {ACM} {SIGSPATIAL} International Conference on Advances in Geographic Information Systems, {SIGSPATIAL} 2019, Chicago, IL, USA, November 5-8, 2019}, pages = {606--607}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3347146.3363461}, doi = {10.1145/3347146.3363461}, timestamp = {Thu, 14 Nov 2019 09:53:40 +0100}, biburl = {https://dblp.org/rec/conf/gis/Sabek19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/WalterF19, author = {Felix Walter and Marius Feldmann}, title = {Leveraging Probabilistic Contacts in Contact Graph Routing}, booktitle = {2019 {IEEE} Global Communications Conference, {GLOBECOM} 2019, Waikoloa, HI, USA, December 9-13, 2019}, pages = {1--6}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/GLOBECOM38437.2019.9014158}, doi = {10.1109/GLOBECOM38437.2019.9014158}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globecom/WalterF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/IvanovicP19, author = {Boris Ivanovic and Marco Pavone}, title = {The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs}, booktitle = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV} 2019, Seoul, Korea (South), October 27 - November 2, 2019}, pages = {2375--2384}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/ICCV.2019.00246}, doi = {10.1109/ICCV.2019.00246}, timestamp = {Mon, 19 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/IvanovicP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icfp/Melkonian19, author = {Orestis Melkonian}, editor = {Donya Quick and Daniel Winograd{-}Cort}, title = {Music as language: putting probabilistic temporal graph grammars to good use}, booktitle = {Proceedings of the 7th {ACM} {SIGPLAN} International Workshop on Functional Art, Music, Modeling, and Design, FARM@ICFP 2019, Berlin, Germany, August 18-23, 2019}, pages = {1--10}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3331543.3342576}, doi = {10.1145/3331543.3342576}, timestamp = {Mon, 23 Aug 2021 15:15:07 +0200}, biburl = {https://dblp.org/rec/conf/icfp/Melkonian19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icissp/SaaudiTF19, author = {Ahmed Saaudi and Yan Tong and Csilla Farkas}, editor = {Paolo Mori and Steven Furnell and Olivier Camp}, title = {Probabilistic Graphical Model on Detecting Insiders: Modeling with {SGD-HMM}}, booktitle = {Proceedings of the 5th International Conference on Information Systems Security and Privacy, {ICISSP} 2019, Prague, Czech Republic, February 23-25, 2019}, pages = {461--470}, publisher = {SciTePress}, year = {2019}, url = {https://doi.org/10.5220/0007404004610470}, doi = {10.5220/0007404004610470}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icissp/SaaudiTF19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/AriasPLD19, author = {Manuel Arias and Jorge P{\'{e}}rez{-}Mart{\'{\i}}n and Manuel Luque and Francisco Javier D{\'{\i}}ez}, editor = {Sarit Kraus}, title = {OpenMarkov, an Open-Source Tool for Probabilistic Graphical Models}, booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16, 2019}, pages = {6485--6487}, publisher = {ijcai.org}, year = {2019}, url = {https://doi.org/10.24963/ijcai.2019/931}, doi = {10.24963/IJCAI.2019/931}, timestamp = {Mon, 22 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/AriasPLD19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/indin/WunderlichH19, author = {Paul Wunderlich and Nemanja Hranisavljevic}, title = {Comparison of Different Probabilistic Graphical Models as Causal Models in Alarm Flood Reduction}, booktitle = {17th {IEEE} International Conference on Industrial Informatics, {INDIN} 2019, Helsinki, Finland, July 22-25, 2019}, pages = {1285--1290}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/INDIN41052.2019.8972251}, doi = {10.1109/INDIN41052.2019.8972251}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/indin/WunderlichH19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmi/CraleyJV19, author = {Jeff Craley and Emily Johnson and Archana Venkataraman}, editor = {Albert C. S. Chung and James C. Gee and Paul A. Yushkevich and Siqi Bao}, title = {Integrating Convolutional Neural Networks and Probabilistic Graphical Modeling for Epileptic Seizure Detection in Multichannel {EEG}}, booktitle = {Information Processing in Medical Imaging - 26th International Conference, {IPMI} 2019, Hong Kong, China, June 2-7, 2019, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11492}, pages = {291--303}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-20351-1\_22}, doi = {10.1007/978-3-030-20351-1\_22}, timestamp = {Wed, 22 May 2019 11:15:35 +0200}, biburl = {https://dblp.org/rec/conf/ipmi/CraleyJV19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/naacl/VasiljevaGL19, author = {Ieva Vasiljeva and Sorcha Gilroy and Adam Lopez}, editor = {Jill Burstein and Christy Doran and Thamar Solorio}, title = {The problem with probabilistic {DAG} automata for semantic graphs}, booktitle = {Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, {NAACL-HLT} 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers)}, pages = {902--911}, publisher = {Association for Computational Linguistics}, year = {2019}, url = {https://doi.org/10.18653/v1/n19-1096}, doi = {10.18653/V1/N19-1096}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/naacl/VasiljevaGL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/DengNZ19, author = {Xiaolong Deng and Zixiang Nie and Jiayu Zhai}, editor = {Leong Hou U and Hady W. Lauw}, title = {Probabilistic Graphical Model Based Highly Scalable Directed Community Detection Algorithm}, booktitle = {Trends and Applications in Knowledge Discovery and Data Mining - {PAKDD} 2019 Workshops, BDM, DLKT, LDRC, PAISI, WeL, Macau, China, April 14-17, 2019, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {11607}, pages = {322--340}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-26142-9\_28}, doi = {10.1007/978-3-030-26142-9\_28}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pakdd/DengNZ19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/saso/Wijayatunga19, author = {Priyantha Wijayatunga}, title = {Probabilistic Graphical Models and Their Inferences (Tutorial)}, booktitle = {{IEEE} 4th International Workshops on Foundations and Applications of Self* Systems, FAS*W@SASO/ICCAC 2019, Umea, Sweden, June 16-20, 2019}, pages = {251--252}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/FAS-W.2019.00067}, doi = {10.1109/FAS-W.2019.00067}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/saso/Wijayatunga19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semweb/McCuskerDYHDM19, author = {Jamie P. McCusker and Michel Dumontier and Rui Yan and Sylvia He and Jonathan S. Dordick and Deborah L. McGuinness}, editor = {Claudia d'Amato and Lalana Kagal}, title = {Reflections on: Finding Melanoma Drugs Through a Probabilistic Knowledge Graph}, booktitle = {Proceedings of the Journal Track co-located with the 18th International Semantic Web Conference {(ISWC} 2019), Auckland, New Zealand, October 26, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2576}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2576/paper07.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:08 +0100}, biburl = {https://dblp.org/rec/conf/semweb/McCuskerDYHDM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sensys/AltherwyEM19, author = {Youssef N. Altherwy and Ehab S. Elmallah and Julie A. McCann}, editor = {Raghu K. Ganti and Xiaofan Fred Jiang and Gian Pietro Picco and Xia Zhou}, title = {Two-terminal connectivity in {UWSN} probabilistic graphs: {A} polynomial time algorithm: poster abstract}, booktitle = {Proceedings of the 17th Conference on Embedded Networked Sensor Systems, SenSys 2019, New York, NY, USA, November 10-13, 2019}, pages = {444--445}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3356250.3361940}, doi = {10.1145/3356250.3361940}, timestamp = {Thu, 20 May 2021 08:59:37 +0200}, biburl = {https://dblp.org/rec/conf/sensys/AltherwyEM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sensys/BejaranoKRSR19, author = {Gissella Bejarano and Adita Kulkarni and Raushan Raushan and Anand Seetharam and Arti Ramesh}, title = {SWaP: Probabilistic Graphical and Deep Learning Models for Water Consumption Prediction}, booktitle = {Proceedings of the 6th {ACM} International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, BuildSys 2019, New York, NY, USA, November 13-14, 2019}, pages = {233--242}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3360322.3360846}, doi = {10.1145/3360322.3360846}, timestamp = {Thu, 07 Nov 2019 14:48:26 +0100}, biburl = {https://dblp.org/rec/conf/sensys/BejaranoKRSR19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssci/SunB19, author = {Xudong Sun and Bernd Bischl}, title = {Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning}, booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019, Xiamen, China, December 6-9, 2019}, pages = {110--119}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/SSCI44817.2019.9003114}, doi = {10.1109/SSCI44817.2019.9003114}, timestamp = {Wed, 26 Feb 2020 16:57:41 +0100}, biburl = {https://dblp.org/rec/conf/ssci/SunB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/time/ChekolS19, author = {Melisachew Wudage Chekol and Heiner Stuckenschmidt}, editor = {Johann Gamper and Sophie Pinchinat and Guido Sciavicco}, title = {Time-Aware Probabilistic Knowledge Graphs}, booktitle = {26th International Symposium on Temporal Representation and Reasoning, {TIME} 2019, October 16-19, 2019, M{\'{a}}laga, Spain}, series = {LIPIcs}, volume = {147}, pages = {8:1--8:17}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik}, year = {2019}, url = {https://doi.org/10.4230/LIPIcs.TIME.2019.8}, doi = {10.4230/LIPICS.TIME.2019.8}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/time/ChekolS19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vldb/Ramusat19, author = {Yann Ramusat}, editor = {Ilaria Bartolini and Feifei Li}, title = {Provenance-Based Routing in Probabilistic Graph Databases}, booktitle = {Proceedings of the {VLDB} 2019 PhD Workshop, co-located with the 45th International Conference on Very Large Databases {(VLDB} 2019), Los Angeles, California, USA, August 26-30, 2019}, series = {{CEUR} Workshop Proceedings}, volume = {2399}, publisher = {CEUR-WS.org}, year = {2019}, url = {https://ceur-ws.org/Vol-2399/paper08.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:19 +0100}, biburl = {https://dblp.org/rec/conf/vldb/Ramusat19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wowmom/AumayrWB19, author = {Erik Aumayr and MingXue Wang and Anne{-}Marie Bosneag}, title = {Probabilistic Knowledge-Graph based Workflow Recommender for Network Management Automation}, booktitle = {20th {IEEE} International Symposium on "A World of Wireless, Mobile and Multimedia Networks", WoWMoM 2019, Washington, DC, USA, June 10-12, 2019}, pages = {1--7}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/WoWMoM.2019.8793049}, doi = {10.1109/WOWMOM.2019.8793049}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/wowmom/AumayrWB19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsom/TaylorM19, author = {Joshua Taylor and Erzs{\'{e}}bet Mer{\'{e}}nyi}, editor = {Alfredo Vellido and Karina Gibert and Cecilio Angulo and Jos{\'{e}} David Mart{\'{\i}}n{-}Guerrero}, title = {A Probabilistic Method for Pruning {CADJ} Graphs with Applications to {SOM} Clustering}, booktitle = {Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization - Proceedings of the 13th International Workshop, {WSOM+} 2019, Barcelona, Spain, June 26-28, 2019}, series = {Advances in Intelligent Systems and Computing}, volume = {976}, pages = {44--54}, publisher = {Springer}, year = {2019}, url = {https://doi.org/10.1007/978-3-030-19642-4\_5}, doi = {10.1007/978-3-030-19642-4\_5}, timestamp = {Tue, 30 Apr 2019 10:54:37 +0200}, biburl = {https://dblp.org/rec/conf/wsom/TaylorM19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/MoniruzzamanNTT19, author = {A. B. M. Moniruzzaman and Richi Nayak and Maolin Tang and Balasubramaniam Thirunavukarasu}, editor = {Ling Liu and Ryen W. White and Amin Mantrach and Fabrizio Silvestri and Julian J. McAuley and Ricardo Baeza{-}Yates and Leila Zia}, title = {Fine-grained Type Inference in Knowledge Graphs via Probabilistic and Tensor Factorization Methods}, booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA, May 13-17, 2019}, pages = {3093--3100}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3308558.3313597}, doi = {10.1145/3308558.3313597}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/www/MoniruzzamanNTT19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/VuKP19, author = {Binh Vu and Craig A. Knoblock and Jay Pujara}, editor = {Ling Liu and Ryen W. White and Amin Mantrach and Fabrizio Silvestri and Julian J. McAuley and Ricardo Baeza{-}Yates and Leila Zia}, title = {Learning Semantic Models of Data Sources Using Probabilistic Graphical Models}, booktitle = {The World Wide Web Conference, {WWW} 2019, San Francisco, CA, USA, May 13-17, 2019}, pages = {1944--1953}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3308558.3313711}, doi = {10.1145/3308558.3313711}, timestamp = {Thu, 16 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/VuKP19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-00057, author = {Yuesong Shen and Tao Wu and Csaba Domokos and Daniel Cremers}, title = {Probabilistic Discriminative Learning with Layered Graphical Models}, journal = {CoRR}, volume = {abs/1902.00057}, year = {2019}, url = {http://arxiv.org/abs/1902.00057}, eprinttype = {arXiv}, eprint = {1902.00057}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-00057.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1902-05946, author = {Mohamed El Yafrani and Marcella S. R. Martins and Myriam Regattieri de Biase da Silva Delgado and Inkyung Sung and Ricardo L{\"{u}}ders and Markus Wagner}, title = {On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms}, journal = {CoRR}, volume = {abs/1902.05946}, year = {2019}, url = {http://arxiv.org/abs/1902.05946}, eprinttype = {arXiv}, eprint = {1902.05946}, timestamp = {Tue, 21 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1902-05946.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-01083, author = {Shuai Li and Wei Chen and Zheng Wen and Kwong{-}Sak Leung}, title = {Stochastic Online Learning with Probabilistic Graph Feedback}, journal = {CoRR}, volume = {abs/1903.01083}, year = {2019}, url = {http://arxiv.org/abs/1903.01083}, eprinttype = {arXiv}, eprint = {1903.01083}, timestamp = {Thu, 02 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-01083.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-01857, author = {P{\'{e}}ter Vrana}, title = {Probabilistic refinement of the asymptotic spectrum of graphs}, journal = {CoRR}, volume = {abs/1903.01857}, year = {2019}, url = {http://arxiv.org/abs/1903.01857}, eprinttype = {arXiv}, eprint = {1903.01857}, timestamp = {Tue, 02 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-01857.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1903-08826, author = {Phuong Cao}, title = {On Preempting Advanced Persistent Threats Using Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1903.08826}, year = {2019}, url = {http://arxiv.org/abs/1903.08826}, eprinttype = {arXiv}, eprint = {1903.08826}, timestamp = {Mon, 01 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1903-08826.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1905-00159, author = {Yaroslav Koshka and Mark A. Novotny}, title = {Towards Sampling from Nondirected Probabilistic Graphical models using a D-Wave Quantum Annealer}, journal = {CoRR}, volume = {abs/1905.00159}, year = {2019}, url = {http://arxiv.org/abs/1905.00159}, eprinttype = {arXiv}, eprint = {1905.00159}, timestamp = {Thu, 07 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1905-00159.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-02252, author = {Feng Liu and Li Wang and Yifei Lou and Ren{-}Cang Li and Patrick L. Purdon}, title = {Probabilistic Structure Learning for {EEG/MEG} Source Imaging with Hierarchical Graph Prior}, journal = {CoRR}, volume = {abs/1906.02252}, year = {2019}, url = {http://arxiv.org/abs/1906.02252}, eprinttype = {arXiv}, eprint = {1906.02252}, timestamp = {Tue, 19 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-02252.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1906-06991, author = {Mirsad Cosovic and Tijana Devaja and Dragana Bajovic and Juraj Machaj and Graeme McCutcheon and Vladimir Stankovic and Lina Stankovic and Dejan Vukobratovic}, title = {Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1906.06991}, year = {2019}, url = {http://arxiv.org/abs/1906.06991}, eprinttype = {arXiv}, eprint = {1906.06991}, timestamp = {Sat, 19 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1906-06991.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1907-05628, author = {Vikash Singh and Pietro Li{\`{o}}}, title = {Towards Probabilistic Generative Models Harnessing Graph Neural Networks for Disease-Gene Prediction}, journal = {CoRR}, volume = {abs/1907.05628}, year = {2019}, url = {http://arxiv.org/abs/1907.05628}, eprinttype = {arXiv}, eprint = {1907.05628}, timestamp = {Fri, 28 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1907-05628.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-09381, author = {Xudong Sun and Bernd Bischl}, title = {Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning}, journal = {CoRR}, volume = {abs/1908.09381}, year = {2019}, url = {http://arxiv.org/abs/1908.09381}, eprinttype = {arXiv}, eprint = {1908.09381}, timestamp = {Thu, 29 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-09381.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1908-09393, author = {Jonathan Strahl and Jaakko Peltonen and Hiroshi Mamitsuka and Samuel Kaski}, title = {Scalable Probabilistic Matrix Factorization with Graph-Based Priors}, journal = {CoRR}, volume = {abs/1908.09393}, year = {2019}, url = {http://arxiv.org/abs/1908.09393}, eprinttype = {arXiv}, eprint = {1908.09393}, timestamp = {Thu, 29 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1908-09393.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-03488, author = {Adam Brown and Omer Bobrowski and Elizabeth Munch and Bei Wang}, title = {Probabilistic Convergence and Stability of Random Mapper Graphs}, journal = {CoRR}, volume = {abs/1909.03488}, year = {2019}, url = {http://arxiv.org/abs/1909.03488}, eprinttype = {arXiv}, eprint = {1909.03488}, timestamp = {Fri, 19 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-03488.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-10055, author = {Luke Liu and Qing Yang}, title = {A Probabilistic Graph Model for Trust Opinion Estimation in Online Social Networks}, journal = {CoRR}, volume = {abs/1909.10055}, year = {2019}, url = {http://arxiv.org/abs/1909.10055}, eprinttype = {arXiv}, eprint = {1909.10055}, timestamp = {Fri, 27 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-10055.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1909-13196, author = {Zhiwei Deng and Greg Mori}, title = {Policy Message Passing: {A} New Algorithm for Probabilistic Graph Inference}, journal = {CoRR}, volume = {abs/1909.13196}, year = {2019}, url = {http://arxiv.org/abs/1909.13196}, eprinttype = {arXiv}, eprint = {1909.13196}, timestamp = {Wed, 02 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1909-13196.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-02048, author = {Antoine Amarilli and {\.I}smail {\.I}lkan Ceylan}, title = {A Dichotomy for Homomorphism-Closed Queries on Probabilistic Graphs}, journal = {CoRR}, volume = {abs/1910.02048}, year = {2019}, url = {http://arxiv.org/abs/1910.02048}, eprinttype = {arXiv}, eprint = {1910.02048}, timestamp = {Wed, 09 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-02048.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1910-06699, author = {C{\'{e}}sar Roberto de Souza and Adrien Gaidon and Yohann Cabon and Naila Murray and Antonio Manuel L{\'{o}}pez Pe{\~{n}}a}, title = {Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1910.06699}, year = {2019}, url = {http://arxiv.org/abs/1910.06699}, eprinttype = {arXiv}, eprint = {1910.06699}, timestamp = {Wed, 16 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1910-06699.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1911-09837, author = {Jianyu Su and Peter A. Beling and Rui Guo and Kyungtae Han}, title = {Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration}, journal = {CoRR}, volume = {abs/1911.09837}, year = {2019}, url = {http://arxiv.org/abs/1911.09837}, eprinttype = {arXiv}, eprint = {1911.09837}, timestamp = {Tue, 03 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1911-09837.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Roberts18, author = {Alexander Philip Roberts}, title = {Topics in extremal graph theory and probabilistic combinatorics}, school = {University of Oxford, {UK}}, year = {2018}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.780659}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Roberts18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Abri18, author = {Marwa El Abri}, title = {Probabilistic relational models learning from graph databases. (Apprentissage des mod{\`{e}}les probabilistes relationnels {\`{a}} partir des bases de donn{\'{e}}es graphe)}, school = {University of Nantes, France}, year = {2018}, url = {https://tel.archives-ouvertes.fr/tel-01901255}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Abri18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Aragon18, author = {Santiago Cortijo}, title = {Probabilistic graphical model-based security for {SCADA} critical infrastructures. (S{\'{e}}curit{\'{e}} pour des infrastructures critiques {SCADA} fond{\'{e}}e sur des mod{\`{e}}les graphiques probabilistes)}, school = {Sorbonne University, France}, year = {2018}, url = {https://tel.archives-ouvertes.fr/tel-02612229}, timestamp = {Wed, 22 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Aragon18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/access/ZhangW18, author = {Wei Zhang and Shu{-}Lin Wang}, title = {Inference of Cancer Progression With Probabilistic Graphical Model From Cross-Sectional Mutation Data}, journal = {{IEEE} Access}, volume = {6}, pages = {22889--22898}, year = {2018}, url = {https://doi.org/10.1109/ACCESS.2018.2827024}, doi = {10.1109/ACCESS.2018.2827024}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/access/ZhangW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/DingZ18, author = {Fei Ding and Yi Zhuang}, title = {Ego-network probabilistic graphical model for discovering on-line communities}, journal = {Appl. Intell.}, volume = {48}, number = {9}, pages = {3038--3052}, year = {2018}, url = {https://doi.org/10.1007/s10489-018-1137-y}, doi = {10.1007/S10489-018-1137-Y}, timestamp = {Fri, 30 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/DingZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/MartinsDLSGA18, author = {Marcella S. R. Martins and Myriam Regattieri Delgado and Ricardo L{\"{u}}ders and Roberto Santana and Richard A. Gon{\c{c}}alves and Carolina P. de Almeida}, title = {Exploring the probabilistic graphic model of a hybrid multi-objective Bayesian estimation of distribution algorithm}, journal = {Appl. Soft Comput.}, volume = {73}, pages = {328--343}, year = {2018}, url = {https://doi.org/10.1016/j.asoc.2018.08.039}, doi = {10.1016/J.ASOC.2018.08.039}, timestamp = {Wed, 12 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/asc/MartinsDLSGA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/datamine/MorenoPN18, author = {Sebasti{\'{a}}n Moreno and Joseph J. Pfeiffer III and Jennifer Neville}, title = {Scalable and exact sampling method for probabilistic generative graph models}, journal = {Data Min. Knowl. Discov.}, volume = {32}, number = {6}, pages = {1561--1596}, year = {2018}, url = {https://doi.org/10.1007/s10618-018-0566-x}, doi = {10.1007/S10618-018-0566-X}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/datamine/MorenoPN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eaai/Herrera-VegaOIG18, author = {Javier Herrera{-}Vega and Felipe Orihuela{-}Espina and Pablo H. Ibarg{\"{u}}engoytia and Uriel A. Garc{\'{\i}}a and Dan{-}El N. Vila Rosado and Eduardo F. Morales and Luis Enrique Sucar}, title = {A local multiscale probabilistic graphical model for data validation and reconstruction, and its application in industry}, journal = {Eng. Appl. Artif. Intell.}, volume = {70}, pages = {1--15}, year = {2018}, url = {https://doi.org/10.1016/j.engappai.2018.01.001}, doi = {10.1016/J.ENGAPPAI.2018.01.001}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eaai/Herrera-VegaOIG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/RegoS18, author = {Leandro Chaves R{\^{e}}go and Andrea Maria dos Santos}, title = {Upper and lower probabilistic preferences in the graph model for conflict resolution}, journal = {Int. J. Approx. Reason.}, volume = {98}, pages = {96--111}, year = {2018}, url = {https://doi.org/10.1016/j.ijar.2018.04.008}, doi = {10.1016/J.IJAR.2018.04.008}, timestamp = {Fri, 21 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/RegoS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/AlJaddaKOGMRKPY18, author = {Khalifeh AlJadda and Mohammed Korayem and Camilo Ortiz and Trey Grainger and John A. Miller and Khaled Rasheed and Krys J. Kochut and Hao Peng and William S. York and Ren{\'{e}} Ranzinger and Melody P. Porterfield}, title = {Mining massive hierarchical data using a scalable probabilistic graphical model}, journal = {Inf. Sci.}, volume = {425}, pages = {62--75}, year = {2018}, url = {https://doi.org/10.1016/j.ins.2017.10.014}, doi = {10.1016/J.INS.2017.10.014}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/AlJaddaKOGMRKPY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/LeeZ18, author = {Wonjung Lee and Nicholas Zabaras}, title = {Parallel probabilistic graphical model approach for nonparametric Bayesian inference}, journal = {J. Comput. Phys.}, volume = {372}, pages = {546--563}, year = {2018}, url = {https://doi.org/10.1016/j.jcp.2018.06.057}, doi = {10.1016/J.JCP.2018.06.057}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/LeeZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jlp/MaximovaGK18, author = {Maria Maximova and Holger Giese and Christian Krause}, title = {Probabilistic timed graph transformation systems}, journal = {J. Log. Algebraic Methods Program.}, volume = {101}, pages = {110--131}, year = {2018}, url = {https://doi.org/10.1016/j.jlamp.2018.09.003}, doi = {10.1016/J.JLAMP.2018.09.003}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jlp/MaximovaGK18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsjkx/LiuW18, author = {Xiao Liu and Xiaoguo Wang}, title = {{\unicode{22522}}{\unicode{20110}}{\unicode{27010}}{\unicode{29575}}{\unicode{22270}}{\unicode{30340}}{\unicode{38134}}{\unicode{34892}}{\unicode{30005}}{\unicode{20449}}{\unicode{35784}}{\unicode{39575}}{\unicode{26816}}{\unicode{27979}}{\unicode{26041}}{\unicode{27861}} (Probabilistic Graphical Model Based Approach for Bank Telecommunication Fraud Detection)}, journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}}, volume = {45}, number = {7}, pages = {122--128}, year = {2018}, url = {https://doi.org/10.11896/j.issn.1002-137X.2018.07.020}, doi = {10.11896/J.ISSN.1002-137X.2018.07.020}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jsjkx/LiuW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/WelkeHW18, author = {Pascal Welke and Tam{\'{a}}s Horv{\'{a}}th and Stefan Wrobel}, title = {Probabilistic frequent subtrees for efficient graph classification and retrieval}, journal = {Mach. Learn.}, volume = {107}, number = {11}, pages = {1847--1873}, year = {2018}, url = {https://doi.org/10.1007/s10994-017-5688-7}, doi = {10.1007/S10994-017-5688-7}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/WelkeHW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mlc/WongXLW18, author = {Tak{-}Lam Wong and Haoran Xie and Wai Lam and Fu Lee Wang}, title = {A learning framework for information block search based on probabilistic graphical models and Fisher Kernel}, journal = {Int. J. Mach. Learn. Cybern.}, volume = {9}, number = {9}, pages = {1473--1487}, year = {2018}, url = {https://doi.org/10.1007/s13042-017-0657-9}, doi = {10.1007/S13042-017-0657-9}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/mlc/WongXLW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/npl/BonginiFLT18, author = {Marco Bongini and Antonino Freno and Vincenzo Laveglia and Edmondo Trentin}, title = {Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics}, journal = {Neural Process. Lett.}, volume = {48}, number = {2}, pages = {733--768}, year = {2018}, url = {https://doi.org/10.1007/s11063-017-9730-3}, doi = {10.1007/S11063-017-9730-3}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/npl/BonginiFLT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/remotesensing/NovackS18, author = {Tessio Novack and Uwe Stilla}, title = {Classifying the Built-Up Structure of Urban Blocks with Probabilistic Graphical Models and TerraSAR-X Spotlight Imagery}, journal = {Remote. Sens.}, volume = {10}, number = {6}, pages = {842}, year = {2018}, url = {https://doi.org/10.3390/rs10060842}, doi = {10.3390/RS10060842}, timestamp = {Mon, 11 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/remotesensing/NovackS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamdm/MohammadiUWY18, author = {Fatemeh Mohammadi and Caroline Uhler and Charles Wang and Josephine Yu}, title = {Generalized Permutohedra from Probabilistic Graphical Models}, journal = {{SIAM} J. Discret. Math.}, volume = {32}, number = {1}, pages = {64--93}, year = {2018}, url = {https://doi.org/10.1137/16M107894X}, doi = {10.1137/16M107894X}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamdm/MohammadiUWY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/spm/ArnabZJRLKSRKT18, author = {Anurag Arnab and Shuai Zheng and Sadeep Jayasumana and Bernardino Romera{-}Paredes and M{\aa}ns Larsson and Alexander Kirillov and Bogdan Savchynskyy and Carsten Rother and Fredrik Kahl and Philip H. S. Torr}, title = {Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction}, journal = {{IEEE} Signal Process. Mag.}, volume = {35}, number = {1}, pages = {37--52}, year = {2018}, url = {https://doi.org/10.1109/MSP.2017.2762355}, doi = {10.1109/MSP.2017.2762355}, timestamp = {Thu, 25 Jan 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/spm/ArnabZJRLKSRKT18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/FreyZER18, author = {Christian M. M. Frey and Andreas Z{\"{u}}fle and Tobias Emrich and Matthias Renz}, title = {Efficient Information Flow Maximization in Probabilistic Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {30}, number = {5}, pages = {880--894}, year = {2018}, url = {https://doi.org/10.1109/TKDE.2017.2780123}, doi = {10.1109/TKDE.2017.2780123}, timestamp = {Mon, 20 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tkde/FreyZER18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsg/ShengHJC18, author = {Gehao Sheng and Huijuan Hou and Xiuchen Jiang and Yufeng Chen}, title = {A Novel Association Rule Mining Method of Big Data for Power Transformers State Parameters Based on Probabilistic Graph Model}, journal = {{IEEE} Trans. Smart Grid}, volume = {9}, number = {2}, pages = {695--702}, year = {2018}, url = {https://doi.org/10.1109/TSG.2016.2562123}, doi = {10.1109/TSG.2016.2562123}, timestamp = {Wed, 11 Apr 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsg/ShengHJC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/QuanCJJ18, author = {Tran Minh Quan and Junyoung Choi and Haejin Jeong and Won{-}Ki Jeong}, title = {An Intelligent System Approach for Probabilistic Volume Rendering Using Hierarchical 3D Convolutional Sparse Coding}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {24}, number = {1}, pages = {964--973}, year = {2018}, url = {https://doi.org/10.1109/TVCG.2017.2744078}, doi = {10.1109/TVCG.2017.2744078}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/QuanCJJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/3pgcic/TinamasHRN18, author = {Pachara Tinamas and Nattapon Harnsamut and Surapon Riyana and Juggapong Natwichai}, editor = {Fatos Xhafa and Fang{-}Yie Leu and Massimo Ficco and Chao{-}Tung Yang}, title = {Privacy Preservation for Re-publication Data by Using Probabilistic Graph}, booktitle = {Advances on P2P, Parallel, Grid, Cloud and Internet Computing, Proceedings of the 13th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC-2018, Taichung, Taiwan, 27-29 October}, series = {Lecture Notes on Data Engineering and Communications Technologies}, volume = {24}, pages = {313--325}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-02607-3\_28}, doi = {10.1007/978-3-030-02607-3\_28}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/3pgcic/TinamasHRN18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhengPR18, author = {Kaiyu Zheng and Andrzej Pronobis and Rajesh P. N. Rao}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Learning Graph-Structured Sum-Product Networks for Probabilistic Semantic Maps}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {4547--4555}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.11743}, doi = {10.1609/AAAI.V32I1.11743}, timestamp = {Mon, 04 Sep 2023 12:29:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhengPR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ZhongL18, author = {Zilong Zhong and Jonathan Li}, editor = {Sheila A. McIlraith and Kilian Q. Weinberger}, title = {Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification}, booktitle = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018}, pages = {8191--8193}, publisher = {{AAAI} Press}, year = {2018}, url = {https://doi.org/10.1609/aaai.v32i1.12146}, doi = {10.1609/AAAI.V32I1.12146}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ZhongL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/McCallumVLM18, author = {Luke Vilnis and Xiang Li and Shikhar Murty and Andrew McCallum}, editor = {Iryna Gurevych and Yusuke Miyao}, title = {Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures}, booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, {ACL} 2018, Melbourne, Australia, July 15-20, 2018, Volume 1: Long Papers}, pages = {263--272}, publisher = {Association for Computational Linguistics}, year = {2018}, url = {https://aclanthology.org/P18-1025/}, doi = {10.18653/V1/P18-1025}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/McCallumVLM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caldam/MantheyR18, author = {Bodo Manthey and Victor M. J. J. Reijnders}, editor = {B. S. Panda and Partha P. Goswami}, title = {Probabilistic Properties of Highly Connected Random Geometric Graphs}, booktitle = {Algorithms and Discrete Applied Mathematics - 4th International Conference, {CALDAM} 2018, Guwahati, India, February 15-17, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10743}, pages = {59--72}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-74180-2\_5}, doi = {10.1007/978-3-319-74180-2\_5}, timestamp = {Wed, 09 Jun 2021 08:38:40 +0200}, biburl = {https://dblp.org/rec/conf/caldam/MantheyR18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cinc/Coll-FontWB18, author = {Jaume Coll{-}Font and Linwei Wang and Dana H. Brooks}, title = {A Common-Ground Review of the Potential for Machine Learning Approaches in Electrocardiographic Imaging Based on Probabilistic Graphical Models}, booktitle = {Computing in Cardiology, CinC 2018, Maastricht, The Netherlands, September 23-26, 2018}, pages = {1--4}, publisher = {www.cinc.org}, year = {2018}, url = {http://www.cinc.org/archives/2018/pdf/CinC2018-348.pdf}, doi = {10.22489/CINC.2018.348}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cinc/Coll-FontWB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cscml/FrenkelZ18, author = {Sergey Frenkel and Victor N. Zakharov}, editor = {Itai Dinur and Shlomi Dolev and Sachin Lodha}, title = {Brief Announcement: Graph-Based and Probabilistic Discrete Models Used in Detection of Malicious Attacks}, booktitle = {Cyber Security Cryptography and Machine Learning - Second International Symposium, {CSCML} 2018, Beer Sheva, Israel, June 21-22, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10879}, pages = {184--187}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-94147-9\_15}, doi = {10.1007/978-3-319-94147-9\_15}, timestamp = {Sat, 19 Oct 2019 20:25:56 +0200}, biburl = {https://dblp.org/rec/conf/cscml/FrenkelZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dbsec/BourgetCCDFL18, author = {Edwin Bourget and Fr{\'{e}}d{\'{e}}ric Cuppens and Nora Cuppens{-}Boulahia and Samuel Dubus and Simon N. Foley and Youssef Laarouchi}, editor = {Florian Kerschbaum and Stefano Paraboschi}, title = {Probabilistic Event Graph to Model Safety and Security for Diagnosis Purposes}, booktitle = {Data and Applications Security and Privacy {XXXII} - 32nd Annual {IFIP} {WG} 11.3 Conference, DBSec 2018, Bergamo, Italy, July 16-18, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10980}, pages = {38--47}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-95729-6\_3}, doi = {10.1007/978-3-319-95729-6\_3}, timestamp = {Tue, 14 May 2019 10:00:50 +0200}, biburl = {https://dblp.org/rec/conf/dbsec/BourgetCCDFL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edutainment/GaoXZ18, author = {Zhenguo Gao and Shixiong Xia and Jiaqi Zhao}, editor = {Abdennour El Rhalibi and Zhigeng Pan and Haiyan Jin and Dandan Ding and Andr{\'{e}}s Adolfo Navarro Newball and Yinghui Wang}, title = {Texture Image Segmentation Based on Stationary Directionlet Domain Probabilistic Graphical Model}, booktitle = {E-Learning and Games - 12th International Conference, Edutainment 2018, Xi'an, China, June 28-30, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {11462}, pages = {398--405}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-23712-7\_55}, doi = {10.1007/978-3-030-23712-7\_55}, timestamp = {Thu, 11 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/edutainment/GaoXZ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gg/AtkinsonPS18, author = {Timothy Atkinson and Detlef Plump and Susan Stepney}, editor = {Leen Lambers and Jens H. Weber}, title = {Probabilistic Graph Programs for Randomised and Evolutionary Algorithms}, booktitle = {Graph Transformation - 11th International Conference, {ICGT} 2018, Held as Part of {STAF} 2018, Toulouse, France, June 25-26, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10887}, pages = {63--78}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-92991-0\_5}, doi = {10.1007/978-3-319-92991-0\_5}, timestamp = {Mon, 31 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/gg/AtkinsonPS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ibica/PaulGB18, author = {Swarna Kamal Paul and Prince Gupta and Parama Bhaumik}, editor = {Ajith Abraham and Niketa Gandhi and Millie Pant}, title = {Learning to Solve Single Variable Linear Equations by Universal Search with Probabilistic Program Graphs}, booktitle = {Innovations in Bio-Inspired Computing and Applications - Proceedings of the 9th International Conference on Innovations in Bio-Inspired Computing and Applications, {IBICA} 2018, Kochi, India, December 17-19, 2018}, series = {Advances in Intelligent Systems and Computing}, volume = {939}, pages = {310--320}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-16681-6\_31}, doi = {10.1007/978-3-030-16681-6\_31}, timestamp = {Mon, 21 Mar 2022 15:09:36 +0100}, biburl = {https://dblp.org/rec/conf/ibica/PaulGB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccS/RamazzottiNAG18, author = {Daniele Ramazzotti and Marco S. Nobile and Marco Antoniotti and Alex Graudenzi}, editor = {Yong Shi and Haohuan Fu and Yingjie Tian and Valeria V. Krzhizhanovskaya and Michael Harold Lees and Jack J. Dongarra and Peter M. A. Sloot}, title = {Structural Learning of Probabilistic Graphical Models of Cumulative Phenomena}, booktitle = {Computational Science - {ICCS} 2018 - 18th International Conference, Wuxi, China, June 11-13, 2018, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {10860}, pages = {678--693}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93698-7\_52}, doi = {10.1007/978-3-319-93698-7\_52}, timestamp = {Mon, 08 May 2023 14:38:37 +0200}, biburl = {https://dblp.org/rec/conf/iccS/RamazzottiNAG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/FreyZER18, author = {Christian M. M. Frey and Andreas Z{\"{u}}fle and Tobias Emrich and Matthias Renz}, title = {Efficient Information Flow Maximization in Probabilistic Graphs (Extended Abstract)}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {1801--1802}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00258}, doi = {10.1109/ICDE.2018.00258}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/FreyZER18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/LiJLC18, author = {Zijian Li and Xun Jian and Xiang Lian and Lei Chen}, title = {An Efficient Probabilistic Approach for Graph Similarity Search}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {533--544}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00055}, doi = {10.1109/ICDE.2018.00055}, timestamp = {Wed, 14 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icde/LiJLC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/LinPXC18, author = {Xin Lin and Yun Peng and Jianliang Xu and Byron Choi}, title = {Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {1755--1756}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00235}, doi = {10.1109/ICDE.2018.00235}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/LinPXC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/PengZZLQ18, author = {You Peng and Ying Zhang and Wenjie Zhang and Xuemin Lin and Lu Qin}, title = {Efficient Probabilistic K-Core Computation on Uncertain Graphs}, booktitle = {34th {IEEE} International Conference on Data Engineering, {ICDE} 2018, Paris, France, April 16-19, 2018}, pages = {1192--1203}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICDE.2018.00110}, doi = {10.1109/ICDE.2018.00110}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/PengZZLQ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/SilvadA18, author = {Carla Silva and Pedro M. d'Orey and Ana Aguiar}, editor = {Hanghang Tong and Zhenhui Jessie Li and Feida Zhu and Jeffrey Yu}, title = {Interpreting Traffic Congestion Using Fundamental Diagrams and Probabilistic Graphical Modeling}, booktitle = {2018 {IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops, Singapore, Singapore, November 17-20, 2018}, pages = {580--587}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICDMW.2018.00090}, doi = {10.1109/ICDMW.2018.00090}, timestamp = {Mon, 31 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/SilvadA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/YoonLXZFUZP18, author = {KiJung Yoon and Renjie Liao and Yuwen Xiong and Lisa Zhang and Ethan Fetaya and Raquel Urtasun and Richard S. Zemel and Xaq Pitkow}, title = {Inference in probabilistic graphical models by Graph Neural Networks}, booktitle = {6th International Conference on Learning Representations, {ICLR} 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Workshop Track Proceedings}, publisher = {OpenReview.net}, year = {2018}, url = {https://openreview.net/forum?id=rkN1pF1vz}, timestamp = {Thu, 04 Apr 2019 13:20:09 +0200}, biburl = {https://dblp.org/rec/conf/iclr/YoonLXZFUZP18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmv/ZhuLC18, author = {Liting Zhu and Jingyi Liu and Jinbo Chen}, editor = {Antanas Verikas and Dmitry P. Nikolaev and Petia Radeva and Jianhong Zhou}, title = {Detection of sea surface obstacle based on super-pixel probabilistic graphical model and sea-sky-line}, booktitle = {Eleventh International Conference on Machine Vision, {ICMV} 2018, Munich, Germany, 1-3 November 2018}, series = {{SPIE} Proceedings}, volume = {11041}, pages = {110411X}, publisher = {{SPIE}}, year = {2018}, url = {https://doi.org/10.1117/12.2522672}, doi = {10.1117/12.2522672}, timestamp = {Fri, 30 Oct 2020 14:52:57 +0100}, biburl = {https://dblp.org/rec/conf/icmv/ZhuLC18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iconip/ZengTZGX18, author = {Weixin Zeng and Jiuyang Tang and Xiang Zhao and Bin Ge and Weidong Xiao}, editor = {Long Cheng and Andrew Chi{-}Sing Leung and Seiichi Ozawa}, title = {Named Entity Disambiguation via Probabilistic Graphical Model with Embedding Features}, booktitle = {Neural Information Processing - 25th International Conference, {ICONIP} 2018, Siem Reap, Cambodia, December 13-16, 2018, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {11303}, pages = {16--27}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-04182-3\_2}, doi = {10.1007/978-3-030-04182-3\_2}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iconip/ZengTZGX18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/XiaoDYLZW18, author = {Pan Xiao and Bo Du and Shuang Yun and Xue Li and Yipeng Zhang and Jia Wu}, title = {Probabilistic Graph Embedding for Unsupervised Domain Adaptation}, booktitle = {24th International Conference on Pattern Recognition, {ICPR} 2018, Beijing, China, August 20-24, 2018}, pages = {1283--1288}, publisher = {{IEEE} Computer Society}, year = {2018}, url = {https://doi.org/10.1109/ICPR.2018.8546005}, doi = {10.1109/ICPR.2018.8546005}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/XiaoDYLZW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/WehbeW18, author = {Remy Wehbe and Ryan K. Williams}, title = {Probabilistic Graph Security for Networked Multi-Robot Systems}, booktitle = {2018 {IEEE} International Conference on Robotics and Automation, {ICRA} 2018, Brisbane, Australia, May 21-25, 2018}, pages = {7646--7653}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ICRA.2018.8460752}, doi = {10.1109/ICRA.2018.8460752}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icra/WehbeW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieaaie/ButzSOS18, author = {Cory J. Butz and Andr{\'{e}} E. dos Santos and Jhonatan de S. Oliveira and John Stavrinides}, editor = {Malek Mouhoub and Samira Sadaoui and Otmane A{\"{\i}}t Mohamed and Moonis Ali}, title = {Efficient Examination of Soil Bacteria Using Probabilistic Graphical Models}, booktitle = {Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2018, Montreal, QC, Canada, June 25-28, 2018, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10868}, pages = {315--326}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-92058-0\_30}, doi = {10.1007/978-3-319-92058-0\_30}, timestamp = {Tue, 14 May 2019 10:00:37 +0200}, biburl = {https://dblp.org/rec/conf/ieaaie/ButzSOS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmu/CabanasCGMM18, author = {Rafael Caba{\~{n}}as and Andr{\'{e}}s Cano and Manuel G{\'{o}}mez{-}Olmedo and Andr{\'{e}}s R. Masegosa and Seraf{\'{\i}}n Moral}, editor = {Jes{\'{u}}s Medina and Manuel Ojeda{-}Aciego and Jos{\'{e}} Luis Verdegay Galdeano and Irina Perfilieva and Bernadette Bouchon{-}Meunier and Ronald R. Yager}, title = {Virtual Subconcept Drift Detection in Discrete Data Using Probabilistic Graphical Models}, booktitle = {Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications - 17th International Conference, {IPMU} 2018, C{\'{a}}diz, Spain, June 11-15, 2018, Proceedings, Part {III}}, series = {Communications in Computer and Information Science}, volume = {855}, pages = {616--628}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-91479-4\_51}, doi = {10.1007/978-3-319-91479-4\_51}, timestamp = {Fri, 03 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipmu/CabanasCGMM18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isita/NakanoW18, author = {Takafumi Nakano and Tadashi Wadayama}, title = {Analysis on Probabilistic Construction of Connected Dominating Sets over Regular Graph Ensembles}, booktitle = {International Symposium on Information Theory and Its Applications, {ISITA} 2018, Singapore, October 28-31, 2018}, pages = {247--251}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.23919/ISITA.2018.8664384}, doi = {10.23919/ISITA.2018.8664384}, timestamp = {Wed, 11 Aug 2021 11:51:25 +0200}, biburl = {https://dblp.org/rec/conf/isita/NakanoW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itat/Nehez18, author = {Martin Neh{\'{e}}z}, editor = {Stanislav Krajci}, title = {Probabilistic Analysis of Graphlets in Sparse {E-R} Random Graphs}, booktitle = {Proceedings of the 18th Conference Information Technologies - Applications and Theory {(ITAT} 2018), Hotel Plejsy, Slovakia, September 21-25, 2018}, series = {{CEUR} Workshop Proceedings}, volume = {2203}, pages = {171--175}, publisher = {CEUR-WS.org}, year = {2018}, url = {https://ceur-ws.org/Vol-2203/171.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:21 +0100}, biburl = {https://dblp.org/rec/conf/itat/Nehez18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ldav/LessleyPHCCB18, author = {Brenton Lessley and Talita Perciano and Colleen Heinemann and David Camp and Hank Childs and E. Wes Bethel}, title = {{DPP-PMRF:} Rethinking Optimization for a Probabilistic Graphical Model Using Data-Parallel Primitives}, booktitle = {8th {IEEE} Symposium on Large Data Analysis and Visualization, {LDAV} 2018, Berlin, Germany, October 21, 2018}, pages = {34--44}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/LDAV.2018.8739239}, doi = {10.1109/LDAV.2018.8739239}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/ldav/LessleyPHCCB18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/ZhaoWYH18, author = {Chen Zhao and Kohei Watanabe and Bin Yang and Yu Hirate}, editor = {Dinh Q. Phung and Vincent S. Tseng and Geoffrey I. Webb and Bao Ho and Mohadeseh Ganji and Lida Rashidi}, title = {Fast Converging Multi-armed Bandit Optimization Using Probabilistic Graphical Model}, booktitle = {Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, {PAKDD} 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10938}, pages = {115--127}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-319-93037-4\_10}, doi = {10.1007/978-3-319-93037-4\_10}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/ZhaoWYH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KratochvilS18, author = {V{\'{a}}clav Kratochv{\'{\i}}l and Milan Studen{\'{y}}}, editor = {Milan Studen{\'{y}} and V{\'{a}}clav Kratochv{\'{\i}}l}, title = {Proceedings of the 9th International Conference on Probabilistic Graphical Models}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2018, 11-14 September 2018, Prague, Czech Republic}, series = {Proceedings of Machine Learning Research}, volume = {72}, pages = {i--iv}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v72/kratochvil18a.html}, timestamp = {Wed, 03 Apr 2019 18:17:22 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KratochvilS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Perez0L18, author = {Aritz P{\'{e}}rez and Christian Blum and Jos{\'{e}} Antonio Lozano}, editor = {Milan Studen{\'{y}} and V{\'{a}}clav Kratochv{\'{\i}}l}, title = {Approximating the maximum weighted decomposable graph problem with applications to probabilistic graphical models}, booktitle = {International Conference on Probabilistic Graphical Models, {PGM} 2018, 11-14 September 2018, Prague, Czech Republic}, series = {Proceedings of Machine Learning Research}, volume = {72}, pages = {320--331}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v72/perez18a.html}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Perez0L18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/Fusco18, author = {Francesco Fusco}, editor = {Wei Lee Woon and Zeyar Aung and Alejandro Catalina Feli{\'{u}} and Stuart E. Madnick}, title = {Probabilistic Graphs for Sensor Data-Driven Modelling of Power Systems at Scale}, booktitle = {Data Analytics for Renewable Energy Integration. Technologies, Systems and Society - 6th {ECML} {PKDD} Workshop, {DARE} 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {11325}, pages = {49--62}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-3-030-04303-2\_4}, doi = {10.1007/978-3-030-04303-2\_4}, timestamp = {Tue, 14 May 2019 10:00:47 +0200}, biburl = {https://dblp.org/rec/conf/pkdd/Fusco18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/PalJ18, author = {Bithika Pal and Mamata Jenamani}, editor = {Sole Pera and Michael D. Ekstrand and Xavier Amatriain and John O'Donovan}, title = {Kernelized probabilistic matrix factorization for collaborative filtering: exploiting projected user and item graph}, booktitle = {Proceedings of the 12th {ACM} Conference on Recommender Systems, RecSys 2018, Vancouver, BC, Canada, October 2-7, 2018}, pages = {437--440}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3240323.3240402}, doi = {10.1145/3240323.3240402}, timestamp = {Wed, 21 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/recsys/PalJ18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/NguyenTH18, author = {Thanh{-}Phat Nguyen and Vu{-}Hoang Tran and Ching{-}Chun Huang}, title = {Lane Detection and Tracking Based on Fully Convolutional Networks and Probabilistic Graphical Models}, booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2018, Miyazaki, Japan, October 7-10, 2018}, pages = {1282--1287}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/SMC.2018.00224}, doi = {10.1109/SMC.2018.00224}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/smc/NguyenTH18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MadanAMS18, author = {Gagan Madan and Ankit Anand and Mausam and Parag Singla}, editor = {Amir Globerson and Ricardo Silva}, title = {Block-Value Symmetries in Probabilistic Graphical Models}, booktitle = {Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, {UAI} 2018, Monterey, California, USA, August 6-10, 2018}, pages = {886--895}, publisher = {{AUAI} Press}, year = {2018}, url = {http://auai.org/uai2018/proceedings/papers/317.pdf}, timestamp = {Wed, 09 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/MadanAMS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/whispers/DvoraRA18, author = {Assaf Dvora and Stanley R. Rotman and Mayer E. Aladjem}, title = {Hyperspectral Target Detection Using Tree-Structured Probabilistic Graphical Model and Semi-Parametric Density Estimation}, booktitle = {9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, {WHISPERS} 2018, Amsterdam, The Netherlands, September 23-26, 2018}, pages = {1--5}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/WHISPERS.2018.8747201}, doi = {10.1109/WHISPERS.2018.8747201}, timestamp = {Tue, 26 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/whispers/DvoraRA18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/ChekolS18, author = {Melisachew Wudage Chekol and Heiner Stuckenschmidt}, editor = {Pierre{-}Antoine Champin and Fabien Gandon and Mounia Lalmas and Panagiotis G. Ipeirotis}, title = {Towards Probabilistic Bitemporal Knowledge Graphs}, booktitle = {Companion of the The Web Conference 2018 on The Web Conference 2018, {WWW} 2018, Lyon , France, April 23-27, 2018}, pages = {1757--1762}, publisher = {{ACM}}, year = {2018}, url = {https://doi.org/10.1145/3184558.3191637}, doi = {10.1145/3184558.3191637}, timestamp = {Fri, 16 Apr 2021 10:04:12 +0200}, biburl = {https://dblp.org/rec/conf/www/ChekolS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pgm/2018, editor = {Milan Studen{\'{y}} and V{\'{a}}clav Kratochv{\'{\i}}l}, title = {International Conference on Probabilistic Graphical Models, {PGM} 2018, 11-14 September 2018, Prague, Czech Republic}, series = {Proceedings of Machine Learning Research}, volume = {72}, publisher = {{PMLR}}, year = {2018}, url = {http://proceedings.mlr.press/v72/}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/2018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/snam/Srihari18, author = {Sargur N. Srihari}, editor = {Reda Alhajj and Jon G. Rokne}, title = {Probabilistic Graphical Models}, booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition}, publisher = {Springer}, year = {2018}, url = {https://doi.org/10.1007/978-1-4939-7131-2\_156}, doi = {10.1007/978-1-4939-7131-2\_156}, timestamp = {Wed, 04 May 2022 13:01:02 +0200}, biburl = {https://dblp.org/rec/reference/snam/Srihari18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1802-03495, author = {Zilong Zhong and Jonathan Li}, title = {Generative Adversarial Networks and Probabilistic Graph Models for Hyperspectral Image Classification}, journal = {CoRR}, volume = {abs/1802.03495}, year = {2018}, url = {http://arxiv.org/abs/1802.03495}, eprinttype = {arXiv}, eprint = {1802.03495}, timestamp = {Tue, 02 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1802-03495.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-04489, author = {Sean Billings}, title = {Probabilistic and Regularized Graph Convolutional Networks}, journal = {CoRR}, volume = {abs/1803.04489}, year = {2018}, url = {http://arxiv.org/abs/1803.04489}, eprinttype = {arXiv}, eprint = {1803.04489}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-04489.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1803-07710, author = {KiJung Yoon and Renjie Liao and Yuwen Xiong and Lisa Zhang and Ethan Fetaya and Raquel Urtasun and Richard S. Zemel and Xaq Pitkow}, title = {Inference in Probabilistic Graphical Models by Graph Neural Networks}, journal = {CoRR}, volume = {abs/1803.07710}, year = {2018}, url = {http://arxiv.org/abs/1803.07710}, eprinttype = {arXiv}, eprint = {1803.07710}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1803-07710.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1805-06627, author = {Luke Vilnis and Xiang Li and Shikhar Murty and Andrew McCallum}, title = {Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures}, journal = {CoRR}, volume = {abs/1805.06627}, year = {2018}, url = {http://arxiv.org/abs/1805.06627}, eprinttype = {arXiv}, eprint = {1805.06627}, timestamp = {Tue, 16 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1805-06627.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1806-07955, author = {Xinyi Wang and Salvador Agui{\~{n}}aga and Tim Weninger and David Chiang}, title = {Growing Better Graphs With Latent-Variable Probabilistic Graph Grammars}, journal = {CoRR}, volume = {abs/1806.07955}, year = {2018}, url = {http://arxiv.org/abs/1806.07955}, eprinttype = {arXiv}, eprint = {1806.07955}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1806-07955.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-00643, author = {Gagan Madan and Ankit Anand and Mausam and Parag Singla}, title = {Block-Value Symmetries in Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1807.00643}, year = {2018}, url = {http://arxiv.org/abs/1807.00643}, eprinttype = {arXiv}, eprint = {1807.00643}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-00643.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-01191, author = {Kai Han}, title = {Approximation Algorithms for Probabilistic Graphs}, journal = {CoRR}, volume = {abs/1807.01191}, year = {2018}, url = {http://arxiv.org/abs/1807.01191}, eprinttype = {arXiv}, eprint = {1807.01191}, timestamp = {Tue, 05 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-01191.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-03538, author = {Mahdi Khodayar and Saeed Mohammadi and Mohammad E. Khodayar and Jianhui Wang and Guangyi Liu}, title = {Convolutional Graph Auto-encoder: {A} Deep Generative Neural Architecture for Probabilistic Spatio-temporal Solar Irradiance Forecasting}, journal = {CoRR}, volume = {abs/1809.03538}, year = {2018}, url = {http://arxiv.org/abs/1809.03538}, eprinttype = {arXiv}, eprint = {1809.03538}, timestamp = {Sat, 23 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-03538.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1809-05018, author = {Brenton Lessley and Talita Perciano and Colleen Heinemann and David Camp and Hank Childs and E. Wes Bethel}, title = {{DPP-PMRF:} Rethinking Optimization for a Probabilistic Graphical Model Using Data-Parallel Primitives}, journal = {CoRR}, volume = {abs/1809.05018}, year = {2018}, url = {http://arxiv.org/abs/1809.05018}, eprinttype = {arXiv}, eprint = {1809.05018}, timestamp = {Fri, 05 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1809-05018.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1810-12266, author = {Ieva Vasiljeva and Sorcha Gilroy and Adam Lopez}, title = {The problem with probabilistic {DAG} automata for semantic graphs}, journal = {CoRR}, volume = {abs/1810.12266}, year = {2018}, url = {http://arxiv.org/abs/1810.12266}, eprinttype = {arXiv}, eprint = {1810.12266}, timestamp = {Thu, 01 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1810-12266.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-07267, author = {Francesco Fusco}, title = {Probabilistic Graphs for Sensor Data-driven Modelling of Power Systems at Scale}, journal = {CoRR}, volume = {abs/1811.07267}, year = {2018}, url = {http://arxiv.org/abs/1811.07267}, eprinttype = {arXiv}, eprint = {1811.07267}, timestamp = {Mon, 26 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-07267.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-08372, author = {Mohammad Ali Javidian and Linyuan Lu and Marco Valtorta and Zhiyu Wang}, title = {On a hypergraph probabilistic graphical model}, journal = {CoRR}, volume = {abs/1811.08372}, year = {2018}, url = {http://arxiv.org/abs/1811.08372}, eprinttype = {arXiv}, eprint = {1811.08372}, timestamp = {Mon, 26 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-08372.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-09766, author = {Rim Assouel and Mohamed Ahmed and Marwin H. S. Segler and Amir Saffari and Yoshua Bengio}, title = {DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation}, journal = {CoRR}, volume = {abs/1811.09766}, year = {2018}, url = {http://arxiv.org/abs/1811.09766}, eprinttype = {arXiv}, eprint = {1811.09766}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-09766.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1811-11618, author = {Eric Benhamou}, title = {Kalman filter demystified: from intuition to probabilistic graphical model to real case in financial markets}, journal = {CoRR}, volume = {abs/1811.11618}, year = {2018}, url = {http://arxiv.org/abs/1811.11618}, eprinttype = {arXiv}, eprint = {1811.11618}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1811-11618.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Liu17t, author = {Yu Liu}, title = {Latent topic mining in social media with probabilistic graphical model}, school = {University of Hong Kong, Pokfulam, Hong Kong}, year = {2017}, url = {http://hdl.handle.net/10722/250737}, timestamp = {Tue, 08 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Liu17t.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Rios17, author = {Felix Leopoldo Rios}, title = {Bayesian inference in probabilistic graphical models}, school = {Royal Institute of Technology, Stockholm, Sweden}, year = {2017}, url = {https://nbn-resolving.org/urn:nbn:se:kth:diva-214542}, urn = {urn:nbn:se:kth:diva-214542}, timestamp = {Wed, 12 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Rios17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Ye17, author = {Pengjie Ye}, title = {A Probabilistic Graphical Model for Structured Prediction over Heterogeneous Data}, school = {University of New South Wales, Sydney, Australia}, year = {2017}, url = {http://handle.unsw.edu.au/1959.4/58645}, timestamp = {Thu, 15 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Ye17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Mukherjee17, author = {Subhabrata Mukherjee}, title = {Probabilistic graphical models for credibility analysis in evolving online communities}, school = {Saarland University, Saarbr{\"{u}}cken, Germany}, year = {2017}, url = {http://scidok.sulb.uni-saarland.de/volltexte/2017/6926/}, urn = {urn:nbn:de:bsz:291-scidok-69269}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Mukherjee17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Trajkovska17, author = {Vera Trajkovska}, title = {Learning probabilistic graphical models for image segmentation}, school = {University of Heidelberg, Germany}, year = {2017}, url = {http://www.ub.uni-heidelberg.de/archiv/23778}, urn = {urn:nbn:de:bsz:16-heidok-237782}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Trajkovska17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Fabris17, author = {Fabio Fabris}, title = {New probabilistic graphical models and meta-learning approaches for hierarchical classification, with applications in bioinformatics and ageing}, school = {University of Kent, Canterbury, {UK}}, year = {2017}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.724263}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Fabris17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Gasse17, author = {Maxime Gasse}, title = {Probabilistic Graphical Model Structure Learning: Application to Multi-Label Classification. (Apprentissage de Structure de Mod{\`{e}}les Graphiques Probabilistes: Application {\`{a}} la Classification Multi-Label)}, school = {Claude Bernard University Lyon 1}, year = {2017}, url = {https://tel.archives-ouvertes.fr/tel-01442613}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Gasse17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/DiehlPDMRGB17, author = {Alexandra Diehl and Leandro Pelorosso and Claudio Delrieux and Kresimir Matkovic and Juan Ruiz and M. Eduard Gr{\"{o}}ller and Stefan Bruckner}, title = {Albero: {A} Visual Analytics Approach for Probabilistic Weather Forecasting}, journal = {Comput. Graph. Forum}, volume = {36}, number = {7}, pages = {135--144}, year = {2017}, url = {https://doi.org/10.1111/cgf.13279}, doi = {10.1111/CGF.13279}, timestamp = {Wed, 16 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/DiehlPDMRGB17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/HummelJSHG17, author = {Mathias Hummel and Lisa J{\"{o}}ckel and J. Sch{\"{a}}fer and Mark W. Hlawitschka and Christoph Garth}, title = {Visualizing Probabilistic Multi-Phase Fluid Simulation Data using a Sampling Approach}, journal = {Comput. Graph. Forum}, volume = {36}, number = {3}, pages = {469--477}, year = {2017}, url = {https://doi.org/10.1111/cgf.13203}, doi = {10.1111/CGF.13203}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/HummelJSHG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/Lieng17, author = {Henrik Lieng}, title = {A probabilistic framework for component-based vector graphics}, journal = {Comput. Graph. Forum}, volume = {36}, number = {7}, pages = {195--205}, year = {2017}, url = {https://doi.org/10.1111/cgf.13285}, doi = {10.1111/CGF.13285}, timestamp = {Tue, 17 Oct 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/Lieng17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/SkibskiY17, author = {Oskar Skibski and Makoto Yokoo}, title = {An Algorithm for the Myerson Value in Probabilistic Graphs with an Application to Weighted Voting}, journal = {{IEEE} Intell. Syst.}, volume = {32}, number = {1}, pages = {32--39}, year = {2017}, url = {https://doi.org/10.1109/MIS.2017.3}, doi = {10.1109/MIS.2017.3}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/expert/SkibskiY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/gc/MitschePR17, author = {Dieter Mitsche and Pawel Pralat and Elham Roshanbin}, title = {Burning Graphs: {A} Probabilistic Perspective}, journal = {Graphs Comb.}, volume = {33}, number = {2}, pages = {449--471}, year = {2017}, url = {https://doi.org/10.1007/s00373-017-1768-5}, doi = {10.1007/S00373-017-1768-5}, timestamp = {Thu, 04 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/gc/MitschePR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isecure/AhadipourK17, author = {Alireza Ahadipour and Alireza Keshavarz{-}Haddad}, title = {{LPKP:} location-based probabilistic key pre-distribution scheme for large-scale wireless sensor networks using graph coloring}, journal = {{ISC} Int. J. Inf. Secur.}, volume = {9}, number = {1}, pages = {27--39}, year = {2017}, url = {https://doi.org/10.22042/isecure.2017.0.0.1}, doi = {10.22042/ISECURE.2017.0.0.1}, timestamp = {Thu, 27 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isecure/AhadipourK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/IbrahimPP17, author = {Mohamed Hamza Ibrahim and Christopher Joseph Pal and Gilles Pesant}, title = {Improving probabilistic inference in graphical models with determinism and cycles}, journal = {Mach. Learn.}, volume = {106}, number = {1}, pages = {1--54}, year = {2017}, url = {https://doi.org/10.1007/s10994-016-5585-5}, doi = {10.1007/S10994-016-5585-5}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ml/IbrahimPP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/peerj-cs/McCuskerDYHDM17, author = {Jamie P. McCusker and Michel Dumontier and Rui Yan and Sylvia He and Jonathan S. Dordick and Deborah L. McGuinness}, title = {Finding melanoma drugs through a probabilistic knowledge graph}, journal = {PeerJ Comput. Sci.}, volume = {3}, pages = {e106}, year = {2017}, url = {https://doi.org/10.7717/peerj-cs.106}, doi = {10.7717/PEERJ-CS.106}, timestamp = {Thu, 09 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/peerj-cs/McCuskerDYHDM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/KuhneMSCZ17, author = {Andreas K{\"{u}}hne and Urs Mayr and Daniel C. S{\'{e}}vin and Manfred Claassen and Nicola Zamboni}, title = {Metabolic network segmentation: {A} probabilistic graphical modeling approach to identify the sites and sequential order of metabolic regulation from non-targeted metabolomics data}, journal = {PLoS Comput. Biol.}, volume = {13}, number = {6}, year = {2017}, url = {https://doi.org/10.1371/journal.pcbi.1005577}, doi = {10.1371/JOURNAL.PCBI.1005577}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ploscb/KuhneMSCZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/MezliniG17, author = {Aziz M. Mezlini and Anna Goldenberg}, title = {Incorporating networks in a probabilistic graphical model to find drivers for complex human diseases}, journal = {PLoS Comput. Biol.}, volume = {13}, number = {10}, year = {2017}, url = {https://doi.org/10.1371/journal.pcbi.1005580}, doi = {10.1371/JOURNAL.PCBI.1005580}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/MezliniG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/ShaoSGM17, author = {Yuanjie Shao and Nong Sang and Changxin Gao and Li Ma}, title = {Probabilistic class structure regularized sparse representation graph for semi-supervised hyperspectral image classification}, journal = {Pattern Recognit.}, volume = {63}, pages = {102--114}, year = {2017}, url = {https://doi.org/10.1016/j.patcog.2016.09.011}, doi = {10.1016/J.PATCOG.2016.09.011}, timestamp = {Wed, 01 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pr/ShaoSGM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ress/WeberP17, author = {Philippe Weber and Luigi Portinale}, title = {Special section on "Applications of probabilistic graphical models in dependability, diagnosis and prognosis"}, journal = {Reliab. Eng. Syst. Saf.}, volume = {167}, pages = {613--615}, year = {2017}, url = {https://doi.org/10.1016/j.ress.2017.04.017}, doi = {10.1016/J.RESS.2017.04.017}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ress/WeberP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/ChenKWTS17, author = {Haiquan Chen and Wei{-}Shinn Ku and Haixun Wang and Liang Tang and Min{-}Te Sun}, title = {Scaling Up Markov Logic Probabilistic Inference for Social Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {29}, number = {2}, pages = {433--445}, year = {2017}, url = {https://doi.org/10.1109/TKDE.2016.2625251}, doi = {10.1109/TKDE.2016.2625251}, timestamp = {Fri, 09 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/ChenKWTS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LinPCX17, author = {Xin Lin and Yun Peng and Byron Choi and Jianliang Xu}, title = {Human-Powered Data Cleaning for Probabilistic Reachability Queries on Uncertain Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {29}, number = {7}, pages = {1452--1465}, year = {2017}, url = {https://doi.org/10.1109/TKDE.2017.2684166}, doi = {10.1109/TKDE.2017.2684166}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/LinPCX17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tods/ManiuCS17, author = {Silviu Maniu and Reynold Cheng and Pierre Senellart}, title = {An Indexing Framework for Queries on Probabilistic Graphs}, journal = {{ACM} Trans. Database Syst.}, volume = {42}, number = {2}, pages = {13:1--13:34}, year = {2017}, url = {https://doi.org/10.1145/3044713}, doi = {10.1145/3044713}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tods/ManiuCS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tr/ZhouZ17, author = {Zhenxu Zhou and Qin Zhang}, title = {Model Event/Fault Trees With Dynamic Uncertain Causality Graph for Better Probabilistic Safety Assessment}, journal = {{IEEE} Trans. Reliab.}, volume = {66}, number = {1}, pages = {178--188}, year = {2017}, url = {https://doi.org/10.1109/TR.2017.2647845}, doi = {10.1109/TR.2017.2647845}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tr/ZhouZ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/SchulzNGDBW17, author = {Christoph Schulz and Arlind Nocaj and Jochen G{\"{o}}rtler and Oliver Deussen and Ulrik Brandes and Daniel Weiskopf}, title = {Probabilistic Graph Layout for Uncertain Network Visualization}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {23}, number = {1}, pages = {531--540}, year = {2017}, url = {https://doi.org/10.1109/TVCG.2016.2598919}, doi = {10.1109/TVCG.2016.2598919}, timestamp = {Tue, 07 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/SchulzNGDBW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/YanYR17, author = {Zhixin Yan and Mao Ye and Liu Ren}, title = {Dense Visual {SLAM} with Probabilistic Surfel Map}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {23}, number = {11}, pages = {2389--2398}, year = {2017}, url = {https://doi.org/10.1109/TVCG.2017.2734458}, doi = {10.1109/TVCG.2017.2734458}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/YanYR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vldb/LiZWGDD17, author = {Kun Li and Xiaofeng Zhou and Daisy Zhe Wang and Christan Earl Grant and Alin Dobra and Christopher Dudley}, title = {In-database batch and query-time inference over probabilistic graphical models using {UDA-GIST}}, journal = {{VLDB} J.}, volume = {26}, number = {2}, pages = {177--201}, year = {2017}, url = {https://doi.org/10.1007/s00778-016-0446-1}, doi = {10.1007/S00778-016-0446-1}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/vldb/LiZWGDD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/CornelioS17, author = {Cristina Cornelio and Vijay A. Saraswat}, title = {Expressing Probabilistic Graphical Models in {RCC}}, booktitle = {The Workshops of the The Thirty-First {AAAI} Conference on Artificial Intelligence, Saturday, February 4-9, 2017, San Francisco, California, {USA}}, series = {{AAAI} Technical Report}, volume = {{WS-17}}, publisher = {{AAAI} Press}, year = {2017}, url = {http://aaai.org/ocs/index.php/WS/AAAIW17/paper/view/15218}, timestamp = {Mon, 04 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/CornelioS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aiccsa/AbriLE17, author = {Marwa El Abri and Philippe Leray and Nadia Essoussi}, title = {Learning Probabilistic Relational Models with (Partially Structured) Graph Databases}, booktitle = {14th {IEEE/ACS} International Conference on Computer Systems and Applications, {AICCSA} 2017, Hammamet, Tunisia, October 30 - Nov. 3, 2017}, pages = {256--263}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/AICCSA.2017.39}, doi = {10.1109/AICCSA.2017.39}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aiccsa/AbriLE17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bibm/NihalaniCZVA17, author = {Rahul Nihalani and Sriram P. Chockalingam and Shaowei Zhu and Vijay V. Vazirani and Srinivas Aluru}, editor = {Xiaohua Hu and Chi{-}Ren Shyu and Yana Bromberg and Jean Gao and Yang Gong and Dmitry Korkin and Illhoi Yoo and Huiru Jane Zheng}, title = {Probabilistic estimation of overlap graphs for large sequence datasets}, booktitle = {2017 {IEEE} International Conference on Bioinformatics and Biomedicine, {BIBM} 2017, Kansas City, MO, USA, November 13-16, 2017}, pages = {247--252}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BIBM.2017.8217657}, doi = {10.1109/BIBM.2017.8217657}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bibm/NihalaniCZVA17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/UlanovMKDZL17, author = {Alexander Ulanov and Manish Marwah and Mijung Kim and Roshan Dathathri and Carlos Zubieta and Jun Li}, editor = {Jian{-}Yun Nie and Zoran Obradovic and Toyotaro Suzumura and Rumi Ghosh and Raghunath Nambiar and Chonggang Wang and Hui Zang and Ricardo Baeza{-}Yates and Xiaohua Hu and Jeremy Kepner and Alfredo Cuzzocrea and Jian Tang and Masashi Toyoda}, title = {Sandpiper: Scaling probabilistic inferencing to large scale graphical models}, booktitle = {2017 {IEEE} International Conference on Big Data {(IEEE} BigData 2017), Boston, MA, USA, December 11-14, 2017}, pages = {383--388}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BigData.2017.8257949}, doi = {10.1109/BIGDATA.2017.8257949}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/UlanovMKDZL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataservice/WangGL17, author = {Li{-}e Wang and Yameng Guo and Xianxian Li}, title = {Transparent Link: {A} Framework of Anonymizing MSA-Dataset Based on Probabilistic Graphical Model}, booktitle = {Third {IEEE} International Conference on Big Data Computing Service and Applications, BigDataService 2017, Redwood City, CA, USA, April 6-9, 2017}, pages = {204--209}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/BigDataService.2017.13}, doi = {10.1109/BIGDATASERVICE.2017.13}, timestamp = {Wed, 17 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataservice/WangGL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caip/TangW17, author = {Min Tang and Wenmin Wang}, editor = {Michael Felsberg and Anders Heyden and Norbert Kr{\"{u}}ger}, title = {Progressive Probabilistic Graph Matching with Local Consistency Regularization}, booktitle = {Computer Analysis of Images and Patterns - 17th International Conference, {CAIP} 2017, Ystad, Sweden, August 22-24, 2017, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {10425}, pages = {105--115}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-64698-5\_10}, doi = {10.1007/978-3-319-64698-5\_10}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/caip/TangW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccwc/Sekharan17, author = {Chandra N. Sekharan}, title = {A probabilistic graphical model for learning as search}, booktitle = {{IEEE} 7th Annual Computing and Communication Workshop and Conference, {CCWC} 2017, Las Vegas, NV, USA, January 9-11, 2017}, pages = {1--4}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/CCWC.2017.7868379}, doi = {10.1109/CCWC.2017.7868379}, timestamp = {Sun, 08 Aug 2021 01:40:48 +0200}, biburl = {https://dblp.org/rec/conf/ccwc/Sekharan17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cec/SodjahinKLR17, author = {Bertrand Sodjahin and Vivekanandan Suresh Kumar and Shawn Lewenza and Shauna Reckseidler{-}Zenteno}, title = {Probabilistic graphs to model Pseudomonas aeruginosa survival mechanism and infer low nutrient water response genes}, booktitle = {2017 {IEEE} Congress on Evolutionary Computation, {CEC} 2017, Donostia, San Sebasti{\'{a}}n, Spain, June 5-8, 2017}, pages = {2552--2558}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/CEC.2017.7969615}, doi = {10.1109/CEC.2017.7969615}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cec/SodjahinKLR17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dcc/FangW17, author = {Meiyuan Fang and Jiangtao Wen}, editor = {Ali Bilgin and Michael W. Marcellin and Joan Serra{-}Sagrist{\`{a}} and James A. Storer}, title = {Probabilistic Graphical Model Based Fast {HEVC} Inter Prediction}, booktitle = {2017 Data Compression Conference, {DCC} 2017, Snowbird, UT, USA, April 4-7, 2017}, pages = {439}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/DCC.2017.94}, doi = {10.1109/DCC.2017.94}, timestamp = {Wed, 16 Oct 2019 14:14:57 +0200}, biburl = {https://dblp.org/rec/conf/dcc/FangW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gg/MaximovaGK17, author = {Maria Maximova and Holger Giese and Christian Krause}, editor = {Juan de Lara and Detlef Plump}, title = {Probabilistic Timed Graph Transformation Systems}, booktitle = {Graph Transformation - 10th International Conference, {ICGT} 2017, Held as Part of {STAF} 2017, Marburg, Germany, July 18-19, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10373}, pages = {159--175}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-61470-0\_10}, doi = {10.1007/978-3-319-61470-0\_10}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/gg/MaximovaGK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hldvt/DemroziZP17, author = {Florenc Demrozi and Riccardo Zucchelli and Graziano Pravadelli}, title = {Exploiting sub-graph isomorphism and probabilistic neural networks for the detection of hardware Trojans at {RTL}}, booktitle = {2017 {IEEE} International High Level Design Validation and Test Workshop, {HLDVT} 2017, Santa Cruz, CA, USA, October 5-6, 2017}, pages = {67--73}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/HLDVT.2017.8167465}, doi = {10.1109/HLDVT.2017.8167465}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hldvt/DemroziZP17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ibpria/JarrayaTL17, author = {Hana Jarraya and Oriol Ramos Terrades and Josep Llad{\'{o}}s}, editor = {Lu{\'{\i}}s A. Alexandre and Jos{\'{e}} Salvador S{\'{a}}nchez and Jo{\~{a}}o M. F. Rodrigues}, title = {Graph Embedding Through Probabilistic Graphical Model Applied to Symbolic Graphs}, booktitle = {Pattern Recognition and Image Analysis - 8th Iberian Conference, IbPRIA 2017, Faro, Portugal, June 20-23, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10255}, pages = {392--399}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-58838-4\_43}, doi = {10.1007/978-3-319-58838-4\_43}, timestamp = {Tue, 07 May 2024 20:05:10 +0200}, biburl = {https://dblp.org/rec/conf/ibpria/JarrayaTL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icapr/DasG17, author = {Monidipa Das and Soumya K. Ghosh}, title = {Spatio-temporal Prediction under Scarcity of Influencing Variables: {A} Hybrid Probabilistic Graph-based Approach}, booktitle = {Ninth International Conference on Advances in Pattern Recognition, {ICAPR} 2017, Bangalore, India, December 27-30, 2017}, pages = {1--6}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICAPR.2017.8593054}, doi = {10.1109/ICAPR.2017.8593054}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icapr/DasG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/RoffoMCV17, author = {Giorgio Roffo and Simone Melzi and Umberto Castellani and Alessandro Vinciarelli}, title = {Infinite Latent Feature Selection: {A} Probabilistic Latent Graph-Based Ranking Approach}, booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2017, Venice, Italy, October 22-29, 2017}, pages = {1407--1415}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICCV.2017.156}, doi = {10.1109/ICCV.2017.156}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/RoffoMCV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/FangWH17, author = {Meiyuan Fang and Jiangtao Wen and Yuxing Han}, title = {Probabilistic graphical model based fast {HEVC} inter prediction}, booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017, Beijing, China, September 17-20, 2017}, pages = {16--20}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICIP.2017.8296234}, doi = {10.1109/ICIP.2017.8296234}, timestamp = {Thu, 19 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/FangWH17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/0002RG17, author = {David B. Smith and Sara Rouhani and Vibhav Gogate}, editor = {Carles Sierra}, title = {Order Statistics for Probabilistic Graphical Models}, booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August 19-25, 2017}, pages = {4625--4631}, publisher = {ijcai.org}, year = {2017}, url = {https://doi.org/10.24963/ijcai.2017/645}, doi = {10.24963/IJCAI.2017/645}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/0002RG17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcnn/IslamFV17, author = {Mohammad Maminur Islam and Mohammad Khan Al Farabi and Deepak Venugopal}, title = {Adaptive blocked Gibbs sampling for inference in probabilistic graphical models}, booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017, Anchorage, AK, USA, May 14-19, 2017}, pages = {262--269}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/IJCNN.2017.7965864}, doi = {10.1109/IJCNN.2017.7965864}, timestamp = {Wed, 16 Oct 2019 14:14:55 +0200}, biburl = {https://dblp.org/rec/conf/ijcnn/IslamFV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/ChenEK17, author = {Jun Chen and Farrokh Etezadi and Ashish Khisti}, title = {Generalized Gaussian multiterminal source coding and probabilistic graphical models}, booktitle = {2017 {IEEE} International Symposium on Information Theory, {ISIT} 2017, Aachen, Germany, June 25-30, 2017}, pages = {719--723}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ISIT.2017.8006622}, doi = {10.1109/ISIT.2017.8006622}, timestamp = {Wed, 20 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isit/ChenEK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ldk/HorstHC17, author = {Hendrik ter Horst and Matthias Hartung and Philipp Cimiano}, editor = {Jorge Gracia and Francis Bond and John P. McCrae and Paul Buitelaar and Christian Chiarcos and Sebastian Hellmann}, title = {Joint Entity Recognition and Linking in Technical Domains Using Undirected Probabilistic Graphical Models}, booktitle = {Language, Data, and Knowledge - First International Conference, {LDK} 2017, Galway, Ireland, June 19-20, 2017, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10318}, pages = {166--180}, publisher = {Springer}, year = {2017}, url = {https://doi.org/10.1007/978-3-319-59888-8\_15}, doi = {10.1007/978-3-319-59888-8\_15}, timestamp = {Fri, 27 Mar 2020 08:46:44 +0100}, biburl = {https://dblp.org/rec/conf/ldk/HorstHC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mhs/PurbaraniSMJ17, author = {Sumarsih Condroayu Purbarani and Hadaiq Rolis Sanabila and M. Anwar Ma'sum and Wisnu Jatmiko}, title = {Seasonal time series exploration using conditional probabilistic graphical approach}, booktitle = {International Symposium on Micro-NanoMechatronics and Human Science, {MHS} 2017, Nagoya, Japan, December 3-6, 2017}, pages = {1--6}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/MHS.2017.8305220}, doi = {10.1109/MHS.2017.8305220}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mhs/PurbaraniSMJ17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/micad/MaryamMCRM17, author = {Syeda Maryam and Laura McCrackin and Mark Crowley and Yogesh Rathi and Oleg V. Michailovich}, editor = {Samuel G. Armato III and Nicholas A. Petrick}, title = {Application of probabilistically weighted graphs to image-based diagnosis of Alzheimer's disease using diffusion {MRI}}, booktitle = {Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017}, series = {{SPIE} Proceedings}, volume = {10134}, pages = {101342F}, publisher = {{SPIE}}, year = {2017}, url = {https://doi.org/10.1117/12.2254164}, doi = {10.1117/12.2254164}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/micad/MaryamMCRM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MorrisonBM17, author = {Rebecca E. Morrison and Ricardo Baptista and Youssef M. Marzouk}, editor = {Isabelle Guyon and Ulrike von Luxburg and Samy Bengio and Hanna M. Wallach and Rob Fergus and S. V. N. Vishwanathan and Roman Garnett}, title = {Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting}, booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, {USA}}, pages = {2359--2369}, year = {2017}, url = {https://proceedings.neurips.cc/paper/2017/hash/ea8fcd92d59581717e06eb187f10666d-Abstract.html}, timestamp = {Thu, 15 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/nips/MorrisonBM17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pods/AmarilliMS17, author = {Antoine Amarilli and Mika{\"{e}}l Monet and Pierre Senellart}, editor = {Emanuel Sallinger and Jan Van den Bussche and Floris Geerts}, title = {Conjunctive Queries on Probabilistic Graphs: Combined Complexity}, booktitle = {Proceedings of the 36th {ACM} {SIGMOD-SIGACT-SIGAI} Symposium on Principles of Database Systems, {PODS} 2017, Chicago, IL, USA, May 14-19, 2017}, pages = {217--232}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3034786.3056121}, doi = {10.1145/3034786.3056121}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pods/AmarilliMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rss/GreyAL17, author = {Michael X. Grey and Aaron D. Ames and C. Karen Liu}, editor = {Nancy M. Amato and Siddhartha S. Srinivasa and Nora Ayanian and Scott Kuindersma}, title = {Probabilistic Completeness of Randomized Possibility Graphs Applied to Bipedal Walking in Semi-unstructured Environments}, booktitle = {Robotics: Science and Systems XIII, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA, July 12-16, 2017}, year = {2017}, url = {http://www.roboticsproceedings.org/rss13/p29.html}, doi = {10.15607/RSS.2017.XIII.029}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/rss/GreyAL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semco/Stanchev17, author = {Lubomir Stanchev}, title = {Implementing Semantic Document Search Using a Bounded Random Walk in a Probabilistic Graph}, booktitle = {11th {IEEE} International Conference on Semantic Computing, {ICSC} 2017, San Diego, CA, USA, January 30 - February 1, 2017}, pages = {1--8}, publisher = {{IEEE} Computer Society}, year = {2017}, url = {https://doi.org/10.1109/ICSC.2017.13}, doi = {10.1109/ICSC.2017.13}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/semco/Stanchev17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/stoc/Rudra17, author = {Atri Rudra}, editor = {Hamed Hatami and Pierre McKenzie and Valerie King}, title = {Answering FAQs in CSPs, probabilistic graphical models, databases, logic and matrix operations (invited talk)}, booktitle = {Proceedings of the 49th Annual {ACM} {SIGACT} Symposium on Theory of Computing, {STOC} 2017, Montreal, QC, Canada, June 19-23, 2017}, pages = {4}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3055399.3079073}, doi = {10.1145/3055399.3079073}, timestamp = {Sun, 02 Jun 2019 21:10:31 +0200}, biburl = {https://dblp.org/rec/conf/stoc/Rudra17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/BrazO17, author = {Rodrigo de Salvo Braz and Ciaran O'Reilly}, editor = {Gal Elidan and Kristian Kersting and Alexander Ihler}, title = {Exact Inference for Relational Graphical Models with Interpreted Functions: Lifted Probabilistic Inference Modulo Theories}, booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, {UAI} 2017, Sydney, Australia, August 11-15, 2017}, publisher = {{AUAI} Press}, year = {2017}, url = {http://auai.org/uai2017/proceedings/papers/242.pdf}, timestamp = {Mon, 05 Dec 2022 15:54:38 +0100}, biburl = {https://dblp.org/rec/conf/uai/BrazO17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uic/DoynikovaK17, author = {Elena Doynikova and Igor V. Kotenko}, title = {Enhancement of probabilistic attack graphs for accurate cyber security monitoring}, booktitle = {2017 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing, Advanced {\&} Trusted Computed, Scalable Computing {\&} Communications, Cloud {\&} Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017, San Francisco, CA, USA, August 4-8, 2017}, pages = {1--6}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/UIC-ATC.2017.8397618}, doi = {10.1109/UIC-ATC.2017.8397618}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uic/DoynikovaK17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/www/KanojiaMTF17, author = {Vibhor Kanojia and Hideyuki Maeda and Riku Togashi and Sumio Fujita}, editor = {Rick Barrett and Rick Cummings and Eugene Agichtein and Evgeniy Gabrilovich}, title = {Enhancing Knowledge Graph Embedding with Probabilistic Negative Sampling}, booktitle = {Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017}, pages = {801--802}, publisher = {{ACM}}, year = {2017}, url = {https://doi.org/10.1145/3041021.3054238}, doi = {10.1145/3041021.3054238}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/www/KanojiaMTF17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AmarilliMS17, author = {Antoine Amarilli and Mika{\"{e}}l Monet and Pierre Senellart}, title = {Conjunctive Queries on Probabilistic Graphs: Combined Complexity}, journal = {CoRR}, volume = {abs/1703.03201}, year = {2017}, url = {http://arxiv.org/abs/1703.03201}, eprinttype = {arXiv}, eprint = {1703.03201}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AmarilliMS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FreyZER17, author = {Christian M. M. Frey and Andreas Z{\"{u}}fle and Tobias Emrich and Matthias Renz}, title = {Efficient Information Flow Maximization in Probabilistic Graphs}, journal = {CoRR}, volume = {abs/1701.05395}, year = {2017}, url = {http://arxiv.org/abs/1701.05395}, eprinttype = {arXiv}, eprint = {1701.05395}, timestamp = {Mon, 20 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FreyZER17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Geneson17, author = {Jesse Geneson}, title = {An anti-incursion algorithm for unknown probabilistic adversaries on connected graphs}, journal = {CoRR}, volume = {abs/1701.01599}, year = {2017}, url = {http://arxiv.org/abs/1701.01599}, eprinttype = {arXiv}, eprint = {1701.01599}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Geneson17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GreyAL17, author = {Michael X. Grey and Aaron D. Ames and C. Karen Liu}, title = {Probabilistic Completeness of Randomized Possibility Graphs Applied to Bipedal Walking in Semi-unstructured Environments}, journal = {CoRR}, volume = {abs/1702.00425}, year = {2017}, url = {http://arxiv.org/abs/1702.00425}, eprinttype = {arXiv}, eprint = {1702.00425}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GreyAL17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiJLC17, author = {Zijian Li and Xun Jian and Xiang Lian and Lei Chen}, title = {An Efficient Probabilistic Approach for Graph Similarity Search}, journal = {CoRR}, volume = {abs/1706.05476}, year = {2017}, url = {http://arxiv.org/abs/1706.05476}, eprinttype = {arXiv}, eprint = {1706.05476}, timestamp = {Wed, 14 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiJLC17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Mukherjee17, author = {Subhabrata Mukherjee}, title = {Probabilistic Graphical Models for Credibility Analysis in Evolving Online Communities}, journal = {CoRR}, volume = {abs/1707.08309}, year = {2017}, url = {http://arxiv.org/abs/1707.08309}, eprinttype = {arXiv}, eprint = {1707.08309}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Mukherjee17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/QiangFYGZS17, author = {Yuting Qiang and Yanwei Fu and Xiao Yu and Yanwen Guo and Zhi{-}Hua Zhou and Leonid Sigal}, title = {Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1702.06228}, year = {2017}, url = {http://arxiv.org/abs/1702.06228}, eprinttype = {arXiv}, eprint = {1702.06228}, timestamp = {Tue, 02 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/QiangFYGZS17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/RoffoMCV17, author = {Giorgio Roffo and Simone Melzi and Umberto Castellani and Alessandro Vinciarelli}, title = {Infinite Latent Feature Selection: {A} Probabilistic Latent Graph-Based Ranking Approach}, journal = {CoRR}, volume = {abs/1707.07538}, year = {2017}, url = {http://arxiv.org/abs/1707.07538}, eprinttype = {arXiv}, eprint = {1707.07538}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/RoffoMCV17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-01122, author = {Rodrigo de Salvo Braz and Ciaran O'Reilly}, title = {Exact Inference for Relational Graphical Models with Interpreted Functions: Lifted Probabilistic Inference Modulo Theories}, journal = {CoRR}, volume = {abs/1709.01122}, year = {2017}, url = {http://arxiv.org/abs/1709.01122}, eprinttype = {arXiv}, eprint = {1709.01122}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-01122.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-08107, author = {Michael Amir and Alfred M. Bruckstein}, title = {Probabilistic Pursuits on Graphs}, journal = {CoRR}, volume = {abs/1710.08107}, year = {2017}, url = {http://arxiv.org/abs/1710.08107}, eprinttype = {arXiv}, eprint = {1710.08107}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-08107.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1710-11052, author = {Dmitrij Schlesinger}, title = {A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1710.11052}, year = {2017}, url = {http://arxiv.org/abs/1710.11052}, eprinttype = {arXiv}, eprint = {1710.11052}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1710-11052.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-00950, author = {Rebecca E. Morrison and Ricardo Baptista and Youssef M. Marzouk}, title = {Beyond normality: Learning sparse probabilistic graphical models in the non-Gaussian setting}, journal = {CoRR}, volume = {abs/1711.00950}, year = {2017}, url = {http://arxiv.org/abs/1711.00950}, eprinttype = {arXiv}, eprint = {1711.00950}, timestamp = {Thu, 15 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-00950.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-02246, author = {Torben Amtoft and Anindya Banerjee}, title = {A Theory of Slicing for Probabilistic Control-Flow Graphs}, journal = {CoRR}, volume = {abs/1711.02246}, year = {2017}, url = {http://arxiv.org/abs/1711.02246}, eprinttype = {arXiv}, eprint = {1711.02246}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-02246.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1711-02256, author = {Torben Amtoft and Anindya Banerjee}, title = {A Semantics for Probabilistic Control-Flow Graphs}, journal = {CoRR}, volume = {abs/1711.02256}, year = {2017}, url = {http://arxiv.org/abs/1711.02256}, eprinttype = {arXiv}, eprint = {1711.02256}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1711-02256.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-01097, author = {Thomas Kollar and Stefanie Tellex and Matthew R. Walter and Albert Huang and Abraham Bachrach and Sachithra Hemachandra and Emma Brunskill and Ashis Gopal Banerjee and Deb Roy and Seth J. Teller and Nicholas Roy}, title = {Generalized Grounding Graphs: {A} Probabilistic Framework for Understanding Grounded Commands}, journal = {CoRR}, volume = {abs/1712.01097}, year = {2017}, url = {http://arxiv.org/abs/1712.01097}, eprinttype = {arXiv}, eprint = {1712.01097}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-01097.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1712-06204, author = {Yuting Chen and Joseph Wang and Yannan Bai and Gregory D. Casta{\~{n}}{\'{o}}n and Venkatesh Saligrama}, title = {Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs}, journal = {CoRR}, volume = {abs/1712.06204}, year = {2017}, url = {http://arxiv.org/abs/1712.06204}, eprinttype = {arXiv}, eprint = {1712.06204}, timestamp = {Sun, 02 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1712-06204.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/peerjpre/Milligan17, author = {Brook G. Milligan}, title = {Probabilistic graph models for landscape genetics}, journal = {PeerJ Prepr.}, volume = {5}, pages = {e2225}, year = {2017}, url = {https://doi.org/10.7287/peerj.preprints.2225v4}, doi = {10.7287/PEERJ.PREPRINTS.2225V4}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/peerjpre/Milligan17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/cu/H2016, author = {Remco van der Hofstad}, title = {Random Graphs and Complex Networks}, series = {Cambridge Series in Statistical and Probabilistic Mathematics}, volume = {43}, publisher = {Cambridge University Press}, year = {2016}, url = {https://doi.org/10.1017/9781316779422}, doi = {10.1017/9781316779422}, isbn = {9781316779422}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/cu/H2016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/au/Qiao16, author = {Maoying Qiao}, title = {Diversified probabilistic graphical models}, school = {University of Technology Sydney, Australia}, year = {2016}, url = {https://hdl.handle.net/10453/62353}, timestamp = {Wed, 12 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/au/Qiao16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Omar16, author = {Farheen Omar}, title = {Online Bayesian Learning in Probabilistic Graphical Models using Moment Matching with Applications}, school = {University of Waterloo, Ontario, Canada}, year = {2016}, url = {https://hdl.handle.net/10012/10499}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Omar16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Pujara16, author = {Jay Pujara}, title = {Probabilistic Models for Scalable Knowledge Graph Construction}, school = {University of Maryland, College Park, MD, {USA}}, year = {2016}, url = {https://hdl.handle.net/1903/18221}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Pujara16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/es/Fernandez16e, author = {Francisco Cruz}, title = {Probabilistic graphical models for document analysis}, school = {Autonomous University of Barcelona, Spain}, year = {2016}, url = {http://hdl.handle.net/10803/399520}, timestamp = {Thu, 22 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/es/Fernandez16e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Almharat16, author = {Anas Almharat}, title = {Probabilistic graphical modelling for software product lines: a frameweork for modeling and reasoning under uncertainty}, school = {University of East London, {UK}}, year = {2016}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.685716}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Almharat16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Raman16, author = {Natraj Raman}, title = {Action recognition in depth videos using nonparametric probabilistic graphical models}, school = {Birkbeck, University of London, {UK}}, year = {2016}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.715333}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Raman16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Karri16, author = {Senanayak Sesh Kumar Karri}, title = {On the Links between Probabilistic Graphical Models and Submodular Optimisation. (Liens entre mod{\`{e}}les graphiques probabilistes et optimisation sous-modulaire)}, school = {{PSL} Research University, Paris, France}, year = {2016}, url = {https://tel.archives-ouvertes.fr/tel-01753810}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Karri16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Kumar16b, author = {K. S. Sesh Kumar}, title = {On the Links between Probabilistic Graphical Models and Submodular Optimisation. (Liens entre mod{\`{e}}les graphiques probabilistes et optimisation sous-modulaire)}, school = {{\'{E}}cole Normale Sup{\'{e}}rieure, Paris, France}, year = {2016}, url = {https://tel.archives-ouvertes.fr/tel-01693285}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Kumar16b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cad/JaiswalHR16, author = {Prakhar Jaiswal and Jinmiao Huang and Rahul Rai}, title = {Assembly-based conceptual 3D modeling with unlabeled components using probabilistic factor graph}, journal = {Comput. Aided Des.}, volume = {74}, pages = {45--54}, year = {2016}, url = {https://doi.org/10.1016/j.cad.2015.10.002}, doi = {10.1016/J.CAD.2015.10.002}, timestamp = {Thu, 13 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cad/JaiswalHR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cim/MasegosaMB16, author = {Andr{\'{e}}s R. Masegosa and Ana M. Mart{\'{\i}}nez and Hanen Borchani}, title = {Probabilistic Graphical Models on Multi-Core CPUs Using Java 8}, journal = {{IEEE} Comput. Intell. Mag.}, volume = {11}, number = {2}, pages = {41--54}, year = {2016}, url = {https://doi.org/10.1109/MCI.2016.2532267}, doi = {10.1109/MCI.2016.2532267}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cim/MasegosaMB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/JiangSSKSW16, author = {Xiantao Jiang and Tian Song and Wen Shi and Takafumi Katayama and Takashi Shimamoto and Lisheng Wang}, title = {Fast Coding Unit Size Decision Based on Probabilistic Graphical Model in High Efficiency Video Coding Inter Prediction}, journal = {{IEICE} Trans. Inf. Syst.}, volume = {99-D}, number = {11}, pages = {2836--2839}, year = {2016}, url = {https://doi.org/10.1587/transinf.2015EDL8237}, doi = {10.1587/TRANSINF.2015EDL8237}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/JiangSSKSW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/YanoW16, author = {Akiyuki Yano and Tadashi Wadayama}, title = {Probabilistic Analysis of the Network Reliability Problem on Random Graph Ensembles}, journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.}, volume = {99-A}, number = {12}, pages = {2218--2225}, year = {2016}, url = {https://doi.org/10.1587/transfun.E99.A.2218}, doi = {10.1587/TRANSFUN.E99.A.2218}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/YanoW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/Renooij16, author = {Silja Renooij}, title = {Special Issue on the Seventh Probabilistic Graphical Models Conference {(PGM} 2014)}, journal = {Int. J. Approx. Reason.}, volume = {68}, pages = {88--90}, year = {2016}, url = {https://doi.org/10.1016/j.ijar.2015.09.002}, doi = {10.1016/J.IJAR.2015.09.002}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijar/Renooij16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijes/HanYXD16, author = {Zhongming Han and Ke Yang and Fengmin Xu and Dagao Duan}, title = {Probabilistic graphical model for detecting spammers in microblog websites}, journal = {Int. J. Embed. Syst.}, volume = {8}, number = {1}, pages = {12--23}, year = {2016}, url = {https://doi.org/10.1504/IJES.2016.073747}, doi = {10.1504/IJES.2016.073747}, timestamp = {Thu, 04 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijes/HanYXD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/QinKW16, author = {Zengchang Qin and Farhan Khawar and Tao Wan}, title = {Collective game behavior learning with probabilistic graphical models}, journal = {Neurocomputing}, volume = {194}, pages = {74--86}, year = {2016}, url = {https://doi.org/10.1016/j.neucom.2016.01.075}, doi = {10.1016/J.NEUCOM.2016.01.075}, timestamp = {Fri, 09 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/QinKW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/informaticaLT/KravanjaZZDS16, author = {Jaka Kravanja and Mario Zganec and Jerneja Zganec{-}Gros and Simon Dobrisek and Vitomir Struc}, title = {Exploiting Spatio-Temporal Information for Light-Plane Labeling in Depth-Image Sensors Using Probabilistic Graphical Models}, journal = {Informatica}, volume = {27}, number = {1}, pages = {67--84}, year = {2016}, url = {http://content.iospress.com/articles/informatica/inf1084}, timestamp = {Tue, 26 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/informaticaLT/KravanjaZZDS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/KordyPS16, author = {Barbara Kordy and Marc Pouly and Patrick Schweitzer}, title = {Probabilistic reasoning with graphical security models}, journal = {Inf. Sci.}, volume = {342}, pages = {111--131}, year = {2016}, url = {https://doi.org/10.1016/j.ins.2016.01.010}, doi = {10.1016/J.INS.2016.01.010}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/KordyPS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmiv/KappesSSHS16, author = {J{\"{o}}rg Hendrik Kappes and Paul Swoboda and Bogdan Savchynskyy and Tamir Hazan and Christoph Schn{\"{o}}rr}, title = {Multicuts and Perturb {\&} {MAP} for Probabilistic Graph Clustering}, journal = {J. Math. Imaging Vis.}, volume = {56}, number = {2}, pages = {221--237}, year = {2016}, url = {https://doi.org/10.1007/s10851-016-0659-3}, doi = {10.1007/S10851-016-0659-3}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmiv/KappesSSHS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsjkx/XueWLZX18, author = {Zhanao Xue and Penghan Wang and Jie Liu and Tailong Zhu and Tianyu Xue}, title = {{\unicode{22522}}{\unicode{20110}}{\unicode{27010}}{\unicode{29575}}{\unicode{22270}}{\unicode{30340}}{\unicode{19977}}{\unicode{25903}}{\unicode{20915}}{\unicode{31574}}{\unicode{27169}}{\unicode{22411}}{\unicode{30740}}{\unicode{31350}} (Three-way Decision Model Based on Probabilistic Graph)}, journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}}, volume = {43}, number = {1}, pages = {30--34}, year = {2016}, url = {https://doi.org/10.11896/j.issn.1002-137X.2016.01.007}, doi = {10.11896/J.ISSN.1002-137X.2016.01.007}, timestamp = {Fri, 20 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jsjkx/XueWLZX18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jvcir/BachaAB16, author = {Siham Bacha and Mohand Sa{\"{\i}}d Allili and Nadjia Benblidia}, title = {Event recognition in photo albums using probabilistic graphical models and feature relevance}, journal = {J. Vis. Commun. Image Represent.}, volume = {40}, pages = {546--558}, year = {2016}, url = {https://doi.org/10.1016/j.jvcir.2016.07.021}, doi = {10.1016/J.JVCIR.2016.07.021}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jvcir/BachaAB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/PatelB16, author = {Ameera X. Patel and Edward T. Bullmore}, title = {A wavelet-based estimator of the degrees of freedom in denoised fMRI time series for probabilistic testing of functional connectivity and brain graphs}, journal = {NeuroImage}, volume = {142}, pages = {14--26}, year = {2016}, url = {https://doi.org/10.1016/j.neuroimage.2015.04.052}, doi = {10.1016/J.NEUROIMAGE.2015.04.052}, timestamp = {Tue, 04 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/PatelB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/DemirkusPCA16, author = {Meltem Demirkus and Doina Precup and James J. Clark and Tal Arbel}, title = {Hierarchical Spatio-Temporal Probabilistic Graphical Model with Multiple Feature Fusion for Binary Facial Attribute Classification in Real-World Face Videos}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {38}, number = {6}, pages = {1185--1203}, year = {2016}, url = {https://doi.org/10.1109/TPAMI.2015.2481396}, doi = {10.1109/TPAMI.2015.2481396}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/DemirkusPCA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/sensors/KravanjaZZDS16, author = {Jaka Kravanja and Mario Zganec and Jerneja Zganec{-}Gros and Simon Dobrisek and Vitomir Struc}, title = {Robust Depth Image Acquisition Using Modulated Pattern Projection and Probabilistic Graphical Models}, journal = {Sensors}, volume = {16}, number = {10}, pages = {1740}, year = {2016}, url = {https://doi.org/10.3390/s16101740}, doi = {10.3390/S16101740}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/sensors/KravanjaZZDS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/speech/RazaviRM16, author = {Marzieh Razavi and Ramya Rasipuram and Mathew Magimai{-}Doss}, title = {Acoustic data-driven grapheme-to-phoneme conversion in the probabilistic lexical modeling framework}, journal = {Speech Commun.}, volume = {80}, pages = {1--21}, year = {2016}, url = {https://doi.org/10.1016/j.specom.2016.03.003}, doi = {10.1016/J.SPECOM.2016.03.003}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/speech/RazaviRM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/talip/Yeh16, author = {Jui{-}Feng Yeh}, title = {Speech Act Identification Using Semantic Dependency Graphs with Probabilistic Context-Free Grammars}, journal = {{ACM} Trans. Asian Low Resour. Lang. Inf. Process.}, volume = {15}, number = {1}, pages = {5:1--5:28}, year = {2016}, url = {https://doi.org/10.1145/2786978}, doi = {10.1145/2786978}, timestamp = {Fri, 06 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/talip/Yeh16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tcs/BonatoMPP16, author = {Anthony Bonato and Dieter Mitsche and Xavier P{\'{e}}rez{-}Gim{\'{e}}nez and Pawel Pralat}, title = {A probabilistic version of the game of Zombies and Survivors on graphs}, journal = {Theor. Comput. Sci.}, volume = {655}, pages = {2--14}, year = {2016}, url = {https://doi.org/10.1016/j.tcs.2015.12.012}, doi = {10.1016/J.TCS.2015.12.012}, timestamp = {Wed, 17 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tcs/BonatoMPP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tdsc/AlmohriWYO16, author = {Hussain M. J. Almohri and Layne T. Watson and Danfeng Yao and Xinming Ou}, title = {Security Optimization of Dynamic Networks with Probabilistic Graph Modeling and Linear Programming}, journal = {{IEEE} Trans. Dependable Secur. Comput.}, volume = {13}, number = {4}, pages = {474--487}, year = {2016}, url = {https://doi.org/10.1109/TDSC.2015.2411264}, doi = {10.1109/TDSC.2015.2411264}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tdsc/AlmohriWYO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/HeimowitzK16, author = {Ayelet Heimowitz and Yosi Keller}, title = {Image Segmentation via Probabilistic Graph Matching}, journal = {{IEEE} Trans. Image Process.}, volume = {25}, number = {10}, pages = {4743--4752}, year = {2016}, url = {https://doi.org/10.1109/TIP.2016.2590832}, doi = {10.1109/TIP.2016.2590832}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tip/HeimowitzK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/LianCW16, author = {Xiang Lian and Lei Chen and Guoren Wang}, title = {Quality-Aware Subgraph Matching Over Inconsistent Probabilistic Graph Databases}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {28}, number = {6}, pages = {1560--1574}, year = {2016}, url = {https://doi.org/10.1109/TKDE.2016.2518683}, doi = {10.1109/TKDE.2016.2518683}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/LianCW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/FanW16, author = {Lubin Fan and Peter Wonka}, title = {A Probabilistic Model for Exteriors of Residential Buildings}, journal = {{ACM} Trans. Graph.}, volume = {35}, number = {5}, pages = {155:1--155:13}, year = {2016}, url = {https://doi.org/10.1145/2910578}, doi = {10.1145/2910578}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/FanW16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/WolinskiLP16, author = {David Wolinski and Ming C. Lin and Julien Pettr{\'{e}}}, title = {WarpDriver: context-aware probabilistic motion prediction for crowd simulation}, journal = {{ACM} Trans. Graph.}, volume = {35}, number = {6}, pages = {164:1--164:11}, year = {2016}, url = {https://doi.org/10.1145/2980179.2982442}, doi = {10.1145/2980179.2982442}, timestamp = {Thu, 11 Mar 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/WolinskiLP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/CaoLG16, author = {Nan Cao and Yu{-}Ru Lin and David Gotz}, title = {UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {22}, number = {2}, pages = {1149--1163}, year = {2016}, url = {https://doi.org/10.1109/TVCG.2015.2424878}, doi = {10.1109/TVCG.2015.2424878}, timestamp = {Sat, 16 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/CaoLG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEares/JohnsonVEL16, author = {Pontus Johnson and Alexandre Vernotte and Mathias Ekstedt and Robert Lagerstr{\"{o}}m}, title = {pwnPr3d: An Attack-Graph-Driven Probabilistic Threat-Modeling Approach}, booktitle = {11th International Conference on Availability, Reliability and Security, {ARES} 2016, Salzburg, Austria, August 31 - September 2, 2016}, pages = {278--283}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ARES.2016.77}, doi = {10.1109/ARES.2016.77}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/IEEEares/JohnsonVEL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/ZhangZQ16, author = {Zhisong Zhang and Hai Zhao and Lianhui Qin}, title = {Probabilistic Graph-based Dependency Parsing with Convolutional Neural Network}, booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume 1: Long Papers}, publisher = {The Association for Computer Linguistics}, year = {2016}, url = {https://doi.org/10.18653/v1/p16-1131}, doi = {10.18653/V1/P16-1131}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/ZhangZQ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/annpr/BonginiLT16, author = {Marco Bongini and Vincenzo Laveglia and Edmondo Trentin}, editor = {Friedhelm Schwenker and Hazem M. Abbas and Neamat El Gayar and Edmondo Trentin}, title = {A Hybrid Recurrent Neural Network/Dynamic Probabilistic Graphical Model Predictor of the Disulfide Bonding State of Cysteines from the Primary Structure of Proteins}, booktitle = {Artificial Neural Networks in Pattern Recognition - 7th {IAPR} {TC3} Workshop, {ANNPR} 2016, Ulm, Germany, September 28-30, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9896}, pages = {257--268}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-46182-3\_22}, doi = {10.1007/978-3-319-46182-3\_22}, timestamp = {Tue, 14 May 2019 10:00:39 +0200}, biburl = {https://dblp.org/rec/conf/annpr/BonginiLT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/arcs/BerezovskyiGSBT16, author = {Kostiantyn Berezovskyi and Fabrice Guet and Luca Santinelli and Konstantinos Bletsas and Eduardo Tovar}, editor = {Frank Hannig and Jo{\~{a}}o M. P. Cardoso and Thilo Pionteck and Dietmar Fey and Wolfgang Schr{\"{o}}der{-}Preikschat and J{\"{u}}rgen Teich}, title = {Measurement-Based Probabilistic Timing Analysis for Graphics Processor Units}, booktitle = {Architecture of Computing Systems - {ARCS} 2016 - 29th International Conference, Nuremberg, Germany, April 4-7, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9637}, pages = {223--236}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-30695-7\_17}, doi = {10.1007/978-3-319-30695-7\_17}, timestamp = {Tue, 14 May 2019 10:00:52 +0200}, biburl = {https://dblp.org/rec/conf/arcs/BerezovskyiGSBT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/atal/BachrachLRZ16, author = {Yoram Bachrach and Yoad Lewenberg and Jeffrey S. Rosenschein and Yair Zick}, editor = {Catholijn M. Jonker and Stacy Marsella and John Thangarajah and Karl Tuyls}, title = {Tracking Performance and Forming Study Groups for Prep Courses Using Probabilistic Graphical Models: (Extended Abstract)}, booktitle = {Proceedings of the 2016 International Conference on Autonomous Agents {\&} Multiagent Systems, Singapore, May 9-13, 2016}, pages = {1359--1360}, publisher = {{ACM}}, year = {2016}, url = {http://dl.acm.org/citation.cfm?id=2937159}, timestamp = {Fri, 20 May 2016 20:33:29 +0200}, biburl = {https://dblp.org/rec/conf/atal/BachrachLRZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/KimXO16, author = {Dongwoo Kim and Lexing Xie and Cheng Soon Ong}, editor = {Snehasis Mukhopadhyay and ChengXiang Zhai and Elisa Bertino and Fabio Crestani and Javed Mostafa and Jie Tang and Luo Si and Xiaofang Zhou and Yi Chang and Yunyao Li and Parikshit Sondhi}, title = {Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches}, booktitle = {Proceedings of the 25th {ACM} International Conference on Information and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October 24-28, 2016}, pages = {2257--2262}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2983323.2983677}, doi = {10.1145/2983323.2983677}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/KimXO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecir/ChenJYYZ16, author = {Long Chen and Joemon M. Jose and Haitao Yu and Fajie Yuan and Huaizhi Zhang}, editor = {Nicola Ferro and Fabio Crestani and Marie{-}Francine Moens and Josiane Mothe and Fabrizio Silvestri and Giorgio Maria Di Nunzio and Claudia Hauff and Gianmaria Silvello}, title = {Probabilistic Topic Modelling with Semantic Graph}, booktitle = {Advances in Information Retrieval - 38th European Conference on {IR} Research, {ECIR} 2016, Padua, Italy, March 20-23, 2016. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9626}, pages = {240--251}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-30671-1\_18}, doi = {10.1007/978-3-319-30671-1\_18}, timestamp = {Sun, 25 Oct 2020 22:33:09 +0100}, biburl = {https://dblp.org/rec/conf/ecir/ChenJYYZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ekaw/HakimovHJHC16, author = {Sherzod Hakimov and Hendrik ter Horst and Soufian Jebbara and Matthias Hartung and Philipp Cimiano}, editor = {Eva Blomqvist and Paolo Ciancarini and Francesco Poggi and Fabio Vitali}, title = {Combining Textual and Graph-Based Features for Named Entity Disambiguation Using Undirected Probabilistic Graphical Models}, booktitle = {Knowledge Engineering and Knowledge Management - 20th International Conference, {EKAW} 2016, Bologna, Italy, November 19-23, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {10024}, pages = {288--302}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-49004-5\_19}, doi = {10.1007/978-3-319-49004-5\_19}, timestamp = {Tue, 07 May 2024 20:13:01 +0200}, biburl = {https://dblp.org/rec/conf/ekaw/HakimovHJHC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/Montero-Hernandez16, author = {Samuel Antonio Montero{-}Hern{\'{a}}ndez and Felipe Orihuela{-}Espina and Javier Herrera{-}Vega and Luis Enrique Sucar}, editor = {Zdravko Markov and Ingrid Russell}, title = {Causal Probabilistic Graphical Models for Decoding Effective Connectivity in Functional Near InfraRed Spectroscopy}, booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, {FLAIRS} 2016, Key Largo, Florida, USA, May 16-18, 2016}, pages = {686--689}, publisher = {{AAAI} Press}, year = {2016}, url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12913}, timestamp = {Wed, 26 Oct 2022 08:35:12 +0200}, biburl = {https://dblp.org/rec/conf/flairs/Montero-Hernandez16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/fossacs/AmtoftB16, author = {Torben Amtoft and Anindya Banerjee}, editor = {Bart Jacobs and Christof L{\"{o}}ding}, title = {A Theory of Slicing for Probabilistic Control Flow Graphs}, booktitle = {Foundations of Software Science and Computation Structures - 19th International Conference, {FOSSACS} 2016, Held as Part of the European Joint Conferences on Theory and Practice of Software, {ETAPS} 2016, Eindhoven, The Netherlands, April 2-8, 2016, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9634}, pages = {180--196}, publisher = {Springer}, year = {2016}, url = {https://doi.org/10.1007/978-3-662-49630-5\_11}, doi = {10.1007/978-3-662-49630-5\_11}, timestamp = {Tue, 14 May 2019 10:00:55 +0200}, biburl = {https://dblp.org/rec/conf/fossacs/AmtoftB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hicss/NaqviDPB16, author = {Nayyab Zia Naqvi and Jonas Devlieghere and Davy Preuveneers and Yolande Berbers}, editor = {Tung X. Bui and Ralph H. Sprague Jr.}, title = {MAsCOT: Self-Adaptive Opportunistic Offloading for Cloud-Enabled Smart Mobile Applications with Probabilistic Graphical Models at Runtime}, booktitle = {49th Hawaii International Conference on System Sciences, {HICSS} 2016, Koloa, HI, USA, January 5-8, 2016}, pages = {5701--5710}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/HICSS.2016.705}, doi = {10.1109/HICSS.2016.705}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/hicss/NaqviDPB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ias/FurutaIOI16, author = {Yuki Furuta and Yuto Inagaki and Kei Okada and Masayuki Inaba}, editor = {Weidong Chen and Koh Hosoda and Emanuele Menegatti and Masahiro Shimizu and Hesheng Wang}, title = {Self-improving Robot Action Management System with Probabilistic Graphical Model Based on Task Related Memories}, booktitle = {Intelligent Autonomous Systems 14 - Proceedings of the 14th International Conference IAS-14, Shanghai Jiao Tong University, Shanghai, China, July 3-7, 2016}, series = {Advances in Intelligent Systems and Computing}, volume = {531}, pages = {811--823}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-48036-7\_59}, doi = {10.1007/978-3-319-48036-7\_59}, timestamp = {Thu, 06 Oct 2022 17:00:59 +0200}, biburl = {https://dblp.org/rec/conf/ias/FurutaIOI16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdm/LuoHWSSH16, author = {Dijun Luo and Zhouyuan Huo and Yang Wang and Andrew J. Saykin and Li Shen and Heng Huang}, editor = {Francesco Bonchi and Josep Domingo{-}Ferrer and Ricardo Baeza{-}Yates and Zhi{-}Hua Zhou and Xindong Wu}, title = {New Probabilistic Multi-graph Decomposition Model to Identify Consistent Human Brain Network Modules}, booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016, December 12-15, 2016, Barcelona, Spain}, pages = {301--310}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICDM.2016.0041}, doi = {10.1109/ICDM.2016.0041}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdm/LuoHWSSH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/BachaAB16, author = {Siham Bacha and Mohand Sa{\"{\i}}d Allili and Nadjia Benblidia}, title = {Event recognition in photo albums using probabilistic graphical model and feature relevance}, booktitle = {23rd International Conference on Pattern Recognition, {ICPR} 2016, Canc{\'{u}}n, Mexico, December 4-8, 2016}, pages = {2819--2823}, publisher = {{IEEE}}, year = {2016}, url = {https://doi.org/10.1109/ICPR.2016.7900063}, doi = {10.1109/ICPR.2016.7900063}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpr/BachaAB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icrc/BlancheBGWNPNT16, author = {Pierre{-}Alexandre Blanche and Masoud Babaeian and Madeleine Glick and John Wissinger and Robert A. Norwood and Nasser Peyghambarian and Mark A. Neifeld and Ratchaneekorn Thamvichai}, title = {Optical implementation of probabilistic graphical models}, booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2016, San Diego, CA, USA, October 17-19, 2016}, pages = {1--6}, publisher = {{IEEE} Computer Society}, year = {2016}, url = {https://doi.org/10.1109/ICRC.2016.7738702}, doi = {10.1109/ICRC.2016.7738702}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icrc/BlancheBGWNPNT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ijcai/AnandGMS16, author = {Ankit Anand and Aditya Grover and Mausam and Parag Singla}, editor = {Subbarao Kambhampati}, title = {Contextual Symmetries in Probabilistic Graphical Models}, booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July 2016}, pages = {3560--3568}, publisher = {{IJCAI/AAAI} Press}, year = {2016}, url = {http://www.ijcai.org/Abstract/16/502}, timestamp = {Tue, 20 Aug 2019 16:19:00 +0200}, biburl = {https://dblp.org/rec/conf/ijcai/AnandGMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Bendtsen16, author = {Marcus Bendtsen}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Regime Aware Learning}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {1--12}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/bendtsen16.html}, timestamp = {Tue, 19 Jan 2021 13:09:20 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Bendtsen16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BenjumedaBL16, author = {Marco Benjumeda and Concha Bielza and Pedro Larra{\~{n}}aga}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Learning Tractable Multidimensional Bayesian Network Classifiers}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {13--24}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/benjumeda16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/BenjumedaBL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Bock16, author = {Jasper De Bock}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Reintroducing Credal Networks under Epistemic Irrelevance}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {123--135}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/debock16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Bock16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BolgarA16, author = {Bence Bolg{\'{a}}r and Peter Antal}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Bayesian Matrix Factorization with Non-Random Missing Data using Informative Gaussian Process Priors and Soft Evidences}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {25--36}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/bolgar16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/BolgarA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Bolt16, author = {Janneke H. Bolt}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Bayesian Networks: a Combined Tuning Heuristic}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {37--49}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/bolt16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Bolt16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BuenoHLVL16, author = {Marcos L. P. Bueno and Arjen Hommersom and Peter J. F. Lucas and Sicco Verwer and Alexis Linard}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {50--61}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/bueno16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/BuenoHLVL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ButzOSM16, author = {Cory J. Butz and Jhonatan de S. Oliveira and Andr{\'{e}} E. dos Santos and Anders L. Madsen}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {On Bayesian Network Inference with Simple Propagation}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {62--73}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/butz16a.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ButzOSM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ButzSO16, author = {Cory J. Butz and Andr{\'{e}} E. dos Santos and Jhonatan de S. Oliveira}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Relevant Path Separation: {A} Faster Method for Testing Independencies in Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {74--85}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/butz16b.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ButzSO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Cattaneo16, author = {Marco E. G. V. Cattaneo}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Conditional Probability Estimation}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {86--97}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/cattaneo16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Cattaneo16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ChenCD16, author = {Eunice Yuh{-}Jie Chen and Arthur Choi and Adnan Darwiche}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {On Pruning with the {MDL} Score}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {98--109}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/chen16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ChenCD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CozmanM16, author = {F{\'{a}}bio Gagliardi Cozman and Denis Deratani Mau{\'{a}}}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {110--122}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/cozman16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/CozmanM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/DementievF16, author = {Eugene Dementiev and Norman E. Fenton}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Bayesian Torrent Classification by File Name and Size Only}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {136--146}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/dementiev16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/DementievF16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/EndresA16, author = {Eva Endres and Thomas Augustin}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Statistical Matching of Discrete Data by Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {159--170}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/endres16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/EndresA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/EttouziLM16, author = {Nourhene Ettouzi and Philippe Leray and Montassar Ben Messaoud}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {An Exact Approach to Learning Probabilistic Relational Model}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {171--182}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/ettouzi16.html}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/EttouziLM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GasseA16, author = {Maxime Gasse and Alex Aussem}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Identifying the irreducible disjoint factors of a multivariate probability distribution}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {183--194}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/gasse16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/GasseA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GlodekLNBP16, author = {Michael Glodek and Georg Layher and Heiko Neumann and Susanne Biundo and G{\"{u}}nther Palm}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {On Stacking Probabilistic Temporal Models with Bidirectional Information Flow}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {195--206}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/geier16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/GlodekLNBP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GorgenS16, author = {Christiane G{\"{o}}rgen and Jim Q. Smith}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {A Differential Approach to Causality in Staged Trees}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {207--215}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/goergen16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/GorgenS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/HyttinenPJED16, author = {Antti Hyttinen and Sergey M. Plis and Matti J{\"{a}}rvisalo and Frederick Eberhardt and David Danks}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Causal Discovery from Subsampled Time Series Data by Constraint Optimization}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {216--227}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/hyttinen16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/HyttinenPJED16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/JainiRZLBCP16, author = {Priyank Jaini and Abdullah Rashwan and Han Zhao and Yue Liu and Ershad Banijamali and Zhitang Chen and Pascal Poupart}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Online Algorithms for Sum-Product Networks with Continuous Variables}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {228--239}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/jaini16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/JainiRZLBCP16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KarraM16, author = {Kiran Karra and Lamine Mili}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Hybrid Copula Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {240--251}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/karra16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KarraM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KraisangkaD16, author = {Jidapa Kraisangka and Marek J. Druzdzel}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Making Large Cox's Proportional Hazard Models Tractable in Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {252--263}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/kraisangka16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KraisangkaD16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Kwisthout16, author = {Johan Kwisthout}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {The Parameterized Complexity of Approximate Inference in Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {264--274}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/kwisthout16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Kwisthout16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KyrimiM16, author = {Evangelia Kyrimi and William Marsh}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {A Progressive Explanation of Inference in 'Hybrid' Bayesian Networks for Supporting Clinical Decision Making}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {275--286}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/kyrimi16.html}, timestamp = {Fri, 22 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/KyrimiM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/LiuHHL16, author = {Manxia Liu and Arjen Hommersom and Maarten van der Heijden and Peter J. F. Lucas}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Learning Parameters of Hybrid Time Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {287--298}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/liu16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/LiuHHL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MalinskyS16, author = {Daniel Malinsky and Peter Spirtes}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Estimating Causal Effects with Ancestral Graph Markov Models}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {299--309}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/malinsky16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MalinskyS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MarxMJA16, author = {Peter Marx and Andr{\'{a}}s Millinghoffer and Gabriella Juh{\'{a}}sz and Peter Antal}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Joint Bayesian Modelling of Internal Dependencies and Relevant Multimorbidities of a Heterogeneous Disease}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {310--320}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/marx16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MarxMJA16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MasegosaMLNSRM16, author = {Andr{\'{e}}s R. Masegosa and Ana M. Mart{\'{\i}}nez and Helge Langseth and Thomas D. Nielsen and Antonio Salmer{\'{o}}n and Dar{\'{\i}}o Ramos{-}L{\'{o}}pez and Anders L. Madsen}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {d-VMP: Distributed Variational Message Passing}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {321--332}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/masegosa16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MasegosaMLNSRM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MauaC16, author = {Denis Deratani Mau{\'{a}} and F{\'{a}}bio Gagliardi Cozman}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {The Effect of Combination Functions on the Complexity of Relational Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {333--344}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/maua16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MauaC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MauroVE16, author = {Nicola Di Mauro and Antonio Vergari and Floriana Esposito}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Multi-Label Classification with Cutset Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {147--158}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/dimauro16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MauroVE16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MelibariPDT16, author = {Mazen Melibari and Pascal Poupart and Prashant Doshi and George Trimponias}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Dynamic Sum Product Networks for Tractable Inference on Sequence Data}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {345--355}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/melibari16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MelibariPDT16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MoralesM16, author = {Carlos Morales and Seraf{\'{\i}}n Moral}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Regression Methods Applied to Flight Variables for Situational Awareness Estimation Using Dynamic Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {356--367}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/morales16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MoralesM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/OgarrioSR16, author = {Juan Miguel Ogarrio and Peter Spirtes and Joe Ramsey}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {A Hybrid Causal Search Algorithm for Latent Variable Models}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {368--379}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/ogarrio16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/OgarrioSR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ParviainenK16, author = {Pekka Parviainen and Samuel Kaski}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Bayesian Networks for Variable Groups}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {380--391}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/parviainen16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ParviainenK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Pena16, author = {Jos{\'{e}} M. Pe{\~{n}}a}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Learning Acyclic Directed Mixed Graphs from Observations and Interventions}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {392--402}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/pena16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Pena16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/PlajnerV16, author = {Martin Plajner and Jir{\'{\i}} Vomlel}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Student Skill Models in Adaptive Testing}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {403--414}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/plajner16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/PlajnerV16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Ramos-LopezSRMN16, author = {Dar{\'{\i}}o Ramos{-}L{\'{o}}pez and Antonio Salmer{\'{o}}n and Rafael Rum{\'{\i}} and Ana M. Mart{\'{\i}}nez and Thomas D. Nielsen and Andr{\'{e}}s R. Masegosa and Helge Langseth and Anders L. Madsen}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Scalable {MAP} inference in Bayesian networks based on a Map-Reduce approach}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {415--425}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/ramos-lopez16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Ramos-LopezSRMN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Renooij16, author = {Silja Renooij}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Evidence Evaluation: a Study of Likelihoods and Independence}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {426--437}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/renooij16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Renooij16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Scutari16, author = {Marco Scutari}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {An Empirical-Bayes Score for Discrete Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {438--448}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/scutari16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Scutari16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/SechidisSP016, author = {Konstantinos Sechidis and Matthew Sperrin and Emily Petherick and Gavin Brown}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Estimating Mutual Information in Under-Reported Variables}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {449--461}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/sechidis16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/SechidisSP016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Shachter16, author = {Ross D. Shachter}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Decisions and Dependence in Influence Diagrams}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {462--473}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/shachter16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Shachter16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/SimonssonM16, author = {Ivar Simonsson and Petter Mostad}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Exact Inference on Conditional Linear {\(\Gamma\)}-Gaussian Bayesian Networks}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {474--486}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/simonsson16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/SimonssonM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/SokolovaHGCH16, author = {Elena Sokolova and Martine Hoogman and Perry Groot and Tom Claassen and Tom Heskes}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Computing Lower and Upper Bounds on the Probability of Causal Statements}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {487--498}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/sokolova16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/SokolovaHGCH16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/StudenyC16, author = {Milan Studen{\'{y}} and James Cussens}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {The Chordal Graph Polytope for Learning Decomposable Models}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {499--510}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/studeny16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/StudenyC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/SundararajanM16, author = {Priya Krishnan Sundararajan and Ole J. Mengshoel}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {511--522}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/sundararajan16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/SundararajanM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/TanSCR16, author = {Yi Tan and Prakash P. Shenoy and Moses W. Chan and Paul M. Romberg}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {On Construction of Hybrid Logistic Regression-Na{\"{\i}}ve Bayes Model for Classification}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {523--534}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/tan16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/TanSCR16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/XiangJ16, author = {Yang Xiang and Qian Jiang}, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Compressing Bayes Net CPTs with Persistent Leaky Causes}, booktitle = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, pages = {535--546}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/xiang16.html}, timestamp = {Wed, 29 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/XiangJ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recsys/CatherineC16, author = {Rose Catherine and William W. Cohen}, editor = {Shilad Sen and Werner Geyer and Jill Freyne and Pablo Castells}, title = {Personalized Recommendations using Knowledge Graphs: {A} Probabilistic Logic Programming Approach}, booktitle = {Proceedings of the 10th {ACM} Conference on Recommender Systems, Boston, MA, USA, September 15-19, 2016}, pages = {325--332}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2959100.2959131}, doi = {10.1145/2959100.2959131}, timestamp = {Thu, 25 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/recsys/CatherineC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/risk/JohnsonVGEL16, author = {Pontus Johnson and Alexandre Vernotte and Dan Gorton and Mathias Ekstedt and Robert Lagerstr{\"{o}}m}, editor = {J{\"{u}}rgen Gro{\ss}mann and Michael Felderer and Fredrik Seehusen}, title = {Quantitative Information Security Risk Estimation Using Probabilistic Attack Graphs}, booktitle = {Risk Assessment and Risk-Driven Quality Assurance - 4th International Workshop, {RISK} 2016, Held in Conjunction with {ICTSS} 2016, Graz, Austria, October 18, 2016, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {10224}, pages = {37--52}, year = {2016}, url = {https://doi.org/10.1007/978-3-319-57858-3\_4}, doi = {10.1007/978-3-319-57858-3\_4}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/risk/JohnsonVGEL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/rss/DongMDB16, author = {Jing Dong and Mustafa Mukadam and Frank Dellaert and Byron Boots}, editor = {David Hsu and Nancy M. Amato and Spring Berman and Sam Ade Jacobs}, title = {Motion Planning as Probabilistic Inference using Gaussian Processes and Factor Graphs}, booktitle = {Robotics: Science and Systems XII, University of Michigan, Ann Arbor, Michigan, USA, June 18 - June 22, 2016}, year = {2016}, url = {http://www.roboticsproceedings.org/rss12/p01.html}, doi = {10.15607/RSS.2016.XII.001}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/rss/DongMDB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/DasWKKN16, author = {Mayukh Das and Yuqing Wu and Tushar Khot and Kristian Kersting and Sriraam Natarajan}, editor = {Sanjay Chawla Venkatasubramanian and Wagner Meira Jr.}, title = {Scaling Lifted Probabilistic Inference and Learning Via Graph Databases}, booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining, Miami, Florida, USA, May 5-7, 2016}, pages = {738--746}, publisher = {{SIAM}}, year = {2016}, url = {https://doi.org/10.1137/1.9781611974348.83}, doi = {10.1137/1.9781611974348.83}, timestamp = {Wed, 17 May 2017 14:24:53 +0200}, biburl = {https://dblp.org/rec/conf/sdm/DasWKKN16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigmod/HuangLL16, author = {Xin Huang and Wei Lu and Laks V. S. Lakshmanan}, editor = {Fatma {\"{O}}zcan and Georgia Koutrika and Sam Madden}, title = {Truss Decomposition of Probabilistic Graphs: Semantics and Algorithms}, booktitle = {Proceedings of the 2016 International Conference on Management of Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016}, pages = {77--90}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2882903.2882913}, doi = {10.1145/2882903.2882913}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/sigmod/HuangLL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/stoc/Emamjomeh-Zadeh16, author = {Ehsan Emamjomeh{-}Zadeh and David Kempe and Vikrant Singhal}, editor = {Daniel Wichs and Yishay Mansour}, title = {Deterministic and probabilistic binary search in graphs}, booktitle = {Proceedings of the 48th Annual {ACM} {SIGACT} Symposium on Theory of Computing, {STOC} 2016, Cambridge, MA, USA, June 18-21, 2016}, pages = {519--532}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2897518.2897656}, doi = {10.1145/2897518.2897656}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/stoc/Emamjomeh-Zadeh16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/LewenbergBBK16, author = {Yoad Lewenberg and Yoram Bachrach and Lucas Bordeaux and Pushmeet Kohli}, editor = {Alexander Ihler and Dominik Janzing}, title = {Political Dimensionality Estimation Using a Probabilistic Graphical Model}, booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}}, publisher = {{AUAI} Press}, year = {2016}, url = {http://auai.org/uai2016/proceedings/papers/61.pdf}, timestamp = {Mon, 05 Dec 2022 15:54:38 +0100}, biburl = {https://dblp.org/rec/conf/uai/LewenbergBBK16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/WangFL16, author = {Dilin Wang and John W. Fisher III and Qiang Liu}, editor = {Alexander Ihler and Dominik Janzing}, title = {Efficient Observation Selection in Probabilistic Graphical Models Using Bayesian Lower Bounds}, booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}}, publisher = {{AUAI} Press}, year = {2016}, url = {http://auai.org/uai2016/proceedings/papers/83.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uai/WangFL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wims/Stanchev16, author = {Lubomir Stanchev}, editor = {Rajendra Akerkar and Michel Planti{\'{e}} and Sylvie Ranwez and S{\'{e}}bastien Harispe and Anne Laurent and Patrice Bellot and Jacky Montmain and Fran{\c{c}}ois Trousset}, title = {Creating a Probabilistic Graph for WordNet using Markov Logic Network}, booktitle = {Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, {WIMS} 2016, N{\^{\i}}mes, France, June 13-15, 2016}, pages = {7:1--7:12}, publisher = {{ACM}}, year = {2016}, url = {https://doi.org/10.1145/2912845.2912850}, doi = {10.1145/2912845.2912850}, timestamp = {Tue, 06 Nov 2018 16:58:01 +0100}, biburl = {https://dblp.org/rec/conf/wims/Stanchev16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pgm/2016, editor = {Alessandro Antonucci and Giorgio Corani and Cassio Polpo de Campos}, title = {Probabilistic Graphical Models - Eighth International Conference, {PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {52}, publisher = {JMLR.org}, year = {2016}, url = {http://proceedings.mlr.press/v52/}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/2016.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AnandGMS16, author = {Ankit Anand and Aditya Grover and Mausam and Parag Singla}, title = {Contextual Symmetries in Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1606.09594}, year = {2016}, url = {http://arxiv.org/abs/1606.09594}, eprinttype = {arXiv}, eprint = {1606.09594}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AnandGMS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/ElbahiOMG16, author = {Anis Elbahi and Mohamed Nazih Omri and Mohamed Ali Mahjoub and Kamel Garrouch}, title = {Mouse Movement and Probabilistic Graphical Models Based E-Learning Activity Recognition Improvement Possibilistic Model}, journal = {CoRR}, volume = {abs/1608.02659}, year = {2016}, url = {http://arxiv.org/abs/1608.02659}, eprinttype = {arXiv}, eprint = {1608.02659}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/ElbahiOMG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/EryilmazNJKBLLC16, author = {Sukru Burc Eryilmaz and Emre Neftci and Siddharth Joshi and SangBum Kim and Matthew BrightSky and Hsiang{-}Lan Lung and Chung Lam and Gert Cauwenberghs and H.{-}S. Philip Wong}, title = {Training a Probabilistic Graphical Model with Resistive Switching Electronic Synapses}, journal = {CoRR}, volume = {abs/1609.08686}, year = {2016}, url = {http://arxiv.org/abs/1609.08686}, eprinttype = {arXiv}, eprint = {1609.08686}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/EryilmazNJKBLLC16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Geneson16a, author = {Jesse Geneson}, title = {Distributed pursuit algorithms for probabilistic adversaries on connected graphs}, journal = {CoRR}, volume = {abs/1610.02724}, year = {2016}, url = {http://arxiv.org/abs/1610.02724}, eprinttype = {arXiv}, eprint = {1610.02724}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Geneson16a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/JiWGG16, author = {Luyan Ji and Jie Wang and Xiurui Geng and Peng Gong}, title = {Probabilistic graphical model based approach for water mapping using GaoFen-2 {(GF-2)} high resolution imagery and Landsat 8 time series}, journal = {CoRR}, volume = {abs/1612.07801}, year = {2016}, url = {http://arxiv.org/abs/1612.07801}, eprinttype = {arXiv}, eprint = {1612.07801}, timestamp = {Sun, 19 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/JiWGG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KappesSSHS16, author = {J{\"{o}}rg Hendrik Kappes and Paul Swoboda and Bogdan Savchynskyy and Tamir Hazan and Christoph Schn{\"{o}}rr}, title = {Multicuts and Perturb {\&} {MAP} for Probabilistic Graph Clustering}, journal = {CoRR}, volume = {abs/1601.02088}, year = {2016}, url = {http://arxiv.org/abs/1601.02088}, eprinttype = {arXiv}, eprint = {1601.02088}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KappesSSHS16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KimXO16, author = {Dongwoo Kim and Lexing Xie and Cheng Soon Ong}, title = {Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches}, journal = {CoRR}, volume = {abs/1608.05921}, year = {2016}, url = {http://arxiv.org/abs/1608.05921}, eprinttype = {arXiv}, eprint = {1608.05921}, timestamp = {Fri, 10 Jan 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/KimXO16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MasegosaMB16, author = {Andr{\'{e}}s R. Masegosa and Ana M. Mart{\'{\i}}nez and Hanen Borchani}, title = {Probabilistic Graphical Models on Multi-Core CPUs using Java 8}, journal = {CoRR}, volume = {abs/1604.07990}, year = {2016}, url = {http://arxiv.org/abs/1604.07990}, eprinttype = {arXiv}, eprint = {1604.07990}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MasegosaMB16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MeschederNG16, author = {Lars M. Mescheder and Sebastian Nowozin and Andreas Geiger}, title = {Probabilistic Duality for Parallel Gibbs Sampling without Graph Coloring}, journal = {CoRR}, volume = {abs/1611.06684}, year = {2016}, url = {http://arxiv.org/abs/1611.06684}, eprinttype = {arXiv}, eprint = {1611.06684}, timestamp = {Fri, 20 Nov 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/MeschederNG16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/WangJHFXL16, author = {Jie Wang and Luyan Ji and Xiaomeng Huang and Haohuan Fu and Shiming Xu and Congcong Li}, title = {A probabilistic graphical model approach in 30 m land cover mapping with multiple data sources}, journal = {CoRR}, volume = {abs/1612.03373}, year = {2016}, url = {http://arxiv.org/abs/1612.03373}, eprinttype = {arXiv}, eprint = {1612.03373}, timestamp = {Fri, 07 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/WangJHFXL16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/peerjpre/McCuskerDYHDM16, author = {Jamie P. McCusker and Michel Dumontier and Rui Yan and Sylvia He and Jonathan S. Dordick and Deborah L. McGuinness}, title = {Finding melanoma drugs through a probabilistic knowledge graph}, journal = {PeerJ Prepr.}, volume = {4}, pages = {e2007}, year = {2016}, url = {https://doi.org/10.7287/peerj.preprints.2007v1}, doi = {10.7287/PEERJ.PREPRINTS.2007V1}, timestamp = {Thu, 09 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/peerjpre/McCuskerDYHDM16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/peerjpre/Milligan16, author = {Brook G. Milligan}, title = {Probabilistic graph models for landscape genetics}, journal = {PeerJ Prepr.}, volume = {4}, pages = {e2225}, year = {2016}, url = {https://doi.org/10.7287/peerj.preprints.2225v1}, doi = {10.7287/PEERJ.PREPRINTS.2225V1}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/peerjpre/Milligan16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/ws/PortinaleR15, author = {Luigi Portinale and Daniele Codetta Raiteri}, title = {Modeling and Analysis of Dependable Systems - {A} Probabilistic Graphical Model Perspective}, publisher = {WorldScientific}, year = {2015}, url = {https://doi.org/10.1142/9191}, doi = {10.1142/9191}, isbn = {9789814612036}, timestamp = {Sat, 27 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/ws/PortinaleR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Rathke15, author = {Fabian Rathke}, title = {Probabilistic Graphical Models for Medical Image Segmentation}, school = {Heidelberg University, Germany}, year = {2015}, url = {https://archiv.ub.uni-heidelberg.de/volltextserver/18173/}, doi = {10.11588/HEIDOK.00018173}, urn = {urn:nbn:de:bsz:16-heidok-181733}, timestamp = {Wed, 13 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Rathke15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Schiegg15, author = {Martin Schiegg}, title = {Multi-Target Tracking with Probabilistic Graphical Models}, school = {Heidelberg University, Germany}, year = {2015}, url = {https://archiv.ub.uni-heidelberg.de/volltextserver/18805/}, doi = {10.11588/HEIDOK.00018805}, urn = {urn:nbn:de:bsz:16-heidok-188059}, timestamp = {Wed, 20 Mar 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/basesearch/Schiegg15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/de/Krompass15, author = {Denis Krompa{\ss}}, title = {Exploiting prior knowledge and latent variable representations for the statistical modeling and probabilistic querying of large knowledge graphs}, school = {Ludwig Maximilians University Munich}, year = {2015}, url = {https://nbn-resolving.org/urn:nbn:de:bvb:19-190190}, urn = {urn:nbn:de:bvb:19-190190}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/de/Krompass15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/acvpr/Sucar15, author = {Luis Enrique Sucar}, title = {Probabilistic Graphical Models - Principles and Applications}, series = {Advances in Computer Vision and Pattern Recognition}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-1-4471-6699-3}, doi = {10.1007/978-1-4471-6699-3}, isbn = {978-1-4471-6698-6}, timestamp = {Fri, 10 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/acvpr/Sucar15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/BenoitLLDDUR15, author = {Ga{\"{e}}tan Benoit and Claire Lemaitre and Dominique Lavenier and Erwan Drezen and Thibault Dayris and Raluca Uricaru and Guillaume Rizk}, title = {Reference-free compression of high throughput sequencing data with a probabilistic de Bruijn graph}, journal = {{BMC} Bioinform.}, volume = {16}, pages = {288:1--288:14}, year = {2015}, url = {https://doi.org/10.1186/s12859-015-0709-7}, doi = {10.1186/S12859-015-0709-7}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/BenoitLLDDUR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/ParkBHETBZ15, author = {Danny S. Park and Yael Baran and Farhad Hormozdiari and Celeste Eng and Dara G. Torgerson and Esteban Gonz{\`{a}}lez Burchard and Noah Zaitlen}, title = {{PIGS:} improved estimates of identity-by-descent probabilities by probabilistic {IBD} graph sampling}, journal = {{BMC} Bioinform.}, volume = {16}, number = {{S-5}}, pages = {S9}, year = {2015}, url = {https://doi.org/10.1186/1471-2105-16-S5-S9}, doi = {10.1186/1471-2105-16-S5-S9}, timestamp = {Sun, 15 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bmcbi/ParkBHETBZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cea/BaudritPBAGPGGB15, author = {C{\'{e}}dric Baudrit and Nathalie Perrot and Jean Marie Brousset and Philippe Abbal and Herv{\'{e}} Guillemin and Bruno Perret and Etienne Goulet and Laurence Guerin and G{\'{e}}rard Barbeau and Daniel Picque}, title = {A probabilistic graphical model for describing the grape berry maturity}, journal = {Comput. Electron. Agric.}, volume = {118}, pages = {124--135}, year = {2015}, url = {https://doi.org/10.1016/j.compag.2015.08.019}, doi = {10.1016/J.COMPAG.2015.08.019}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cea/BaudritPBAGPGGB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cg/KimYL15, author = {Young J. Kim and Mincheol Yoon and Taek{-}Hee Lee}, title = {Probabilistic triangles for point set surfaces}, journal = {Comput. Graph.}, volume = {51}, pages = {26--34}, year = {2015}, url = {https://doi.org/10.1016/j.cag.2015.05.008}, doi = {10.1016/J.CAG.2015.05.008}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cg/KimYL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/PopovRDD15, author = {Stefan Popov and Ravi Ramamoorthi and Fr{\'{e}}do Durand and George Drettakis}, title = {Probabilistic Connections for Bidirectional Path Tracing}, journal = {Comput. Graph. Forum}, volume = {34}, number = {4}, pages = {75--86}, year = {2015}, url = {https://doi.org/10.1111/cgf.12680}, doi = {10.1111/CGF.12680}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/PopovRDD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/RitchieLGH15, author = {Daniel Ritchie and Sharon Lin and Noah D. Goodman and Pat Hanrahan}, title = {Generating Design Suggestions under Tight Constraints with Gradient-based Probabilistic Programming}, journal = {Comput. Graph. Forum}, volume = {34}, number = {2}, pages = {515--526}, year = {2015}, url = {https://doi.org/10.1111/cgf.12580}, doi = {10.1111/CGF.12580}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/RitchieLGH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/SoundararajanS15, author = {Krishna Prasad Soundararajan and Thomas Schultz}, title = {Learning Probabilistic Transfer Functions: {A} Comparative Study of Classifiers}, journal = {Comput. Graph. Forum}, volume = {34}, number = {3}, pages = {111--120}, year = {2015}, url = {https://doi.org/10.1111/cgf.12623}, doi = {10.1111/CGF.12623}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/SoundararajanS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/comgeo/ArkinAMM15, author = {Esther M. Arkin and Antonio Fern{\'{a}}ndez Anta and Joseph S. B. Mitchell and Miguel A. Mosteiro}, title = {Probabilistic bounds on the length of a longest edge in Delaunay graphs of random points in d-dimensions}, journal = {Comput. Geom.}, volume = {48}, number = {2}, pages = {134--146}, year = {2015}, url = {https://doi.org/10.1016/j.comgeo.2014.08.008}, doi = {10.1016/J.COMGEO.2014.08.008}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/comgeo/ArkinAMM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dam/GagarinZ15, author = {Andrei V. Gagarin and Vadim E. Zverovich}, title = {The probabilistic approach to limited packings in graphs}, journal = {Discret. Appl. Math.}, volume = {184}, pages = {146--153}, year = {2015}, url = {https://doi.org/10.1016/j.dam.2014.11.017}, doi = {10.1016/J.DAM.2014.11.017}, timestamp = {Thu, 11 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dam/GagarinZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ejbsb/HouSC15, author = {Jie Hou and Gary Stacey and Jianlin Cheng}, title = {Exploring soybean metabolic pathways based on probabilistic graphical model and knowledge-based methods}, journal = {{EURASIP} J. Bioinform. Syst. Biol.}, volume = {2015}, pages = {5}, year = {2015}, url = {https://doi.org/10.1186/s13637-015-0026-5}, doi = {10.1186/S13637-015-0026-5}, timestamp = {Tue, 27 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ejbsb/HouSC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eswa/Ruiz-SarmientoG15, author = {Jos{\'{e}}{-}Ra{\'{u}}l Ruiz{-}Sarmiento and Cipriano Galindo and Javier Gonz{\'{a}}lez Jim{\'{e}}nez}, title = {Scene object recognition for mobile robots through Semantic Knowledge and Probabilistic Graphical Models}, journal = {Expert Syst. Appl.}, volume = {42}, number = {22}, pages = {8805--8816}, year = {2015}, url = {https://doi.org/10.1016/j.eswa.2015.07.033}, doi = {10.1016/J.ESWA.2015.07.033}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/eswa/Ruiz-SarmientoG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ida/MartinezDPK15, author = {Oscar Martinez and Ranga Dabarera and Kamal Premaratne and Miroslav Kubat}, title = {LDA-based probabilistic graphical model for excitation-emission matrices}, journal = {Intell. Data Anal.}, volume = {19}, number = {5}, pages = {1109--1130}, year = {2015}, url = {https://doi.org/10.3233/IDA-150761}, doi = {10.3233/IDA-150761}, timestamp = {Tue, 06 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ida/MartinezDPK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijes/XiaoX15, author = {Qian Xiao and Haitao Xie}, title = {A social tag recommendation method alleviating cold start based on probabilistic graphical model}, journal = {Int. J. Embed. Syst.}, volume = {7}, number = {2}, pages = {162--169}, year = {2015}, url = {https://doi.org/10.1504/IJES.2015.069994}, doi = {10.1504/IJES.2015.069994}, timestamp = {Fri, 11 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijes/XiaoX15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijis/BielzaMS15, author = {Concha Bielza and Seraf{\'{\i}}n Moral and Antonio Salmer{\'{o}}n}, title = {Recent Advances in Probabilistic Graphical Models}, journal = {Int. J. Intell. Syst.}, volume = {30}, number = {3}, pages = {207--208}, year = {2015}, url = {https://doi.org/10.1002/int.21697}, doi = {10.1002/INT.21697}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijis/BielzaMS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijsysc/DakilSB15, author = {Manal Dakil and Christophe Simon and Taha Boukhobza}, title = {Generic methodology for the probabilistic reliability assessment of some structural properties: a graph theoretical approach}, journal = {Int. J. Syst. Sci.}, volume = {46}, number = {10}, pages = {1825--1838}, year = {2015}, url = {https://doi.org/10.1080/00207721.2013.837540}, doi = {10.1080/00207721.2013.837540}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijsysc/DakilSB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/DuLCTZ15, author = {Lingxia Du and Cuiping Li and Hong Chen and Liwen Tan and Yinglong Zhang}, title = {Probabilistic SimRank computation over uncertain graphs}, journal = {Inf. Sci.}, volume = {295}, pages = {521--535}, year = {2015}, url = {https://doi.org/10.1016/j.ins.2014.10.030}, doi = {10.1016/J.INS.2014.10.030}, timestamp = {Wed, 28 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/DuLCTZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/HalimWH15, author = {Zahid Halim and Muhammad Waqas and Syed Fawad Hussain}, title = {Clustering large probabilistic graphs using multi-population evolutionary algorithm}, journal = {Inf. Sci.}, volume = {317}, pages = {78--95}, year = {2015}, url = {https://doi.org/10.1016/j.ins.2015.04.043}, doi = {10.1016/J.INS.2015.04.043}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/HalimWH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jifs/ZhuLLW15, author = {Yungang Zhu and Dayou Liu and Yong Li and Xinhua Wang}, title = {Selective and incremental fusion for fuzzy and uncertain data based on probabilistic graphical model}, journal = {J. Intell. Fuzzy Syst.}, volume = {29}, number = {6}, pages = {2397--2403}, year = {2015}, url = {https://doi.org/10.3233/IFS-151939}, doi = {10.3233/IFS-151939}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jifs/ZhuLLW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsjkx/LiuCLL18, author = {Jianwei Liu and Lipeng Cui and Haien Li and Xionglin Luo}, title = {{\unicode{27010}}{\unicode{29575}}{\unicode{22270}}{\unicode{27169}}{\unicode{22411}}{\unicode{25512}}{\unicode{29702}}{\unicode{26041}}{\unicode{27861}}{\unicode{30340}}{\unicode{30740}}{\unicode{31350}}{\unicode{36827}}{\unicode{23637}} (Research and Development on Inference Technique in Probabilistic Graphical Models)}, journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}}, volume = {42}, number = {4}, pages = {1--18}, year = {2015}, url = {https://doi.org/10.11896/j.issn.1002-137X.2015.04.001}, doi = {10.11896/J.ISSN.1002-137X.2015.04.001}, timestamp = {Tue, 01 Feb 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jsjkx/LiuCLL18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/mr/JiaoJMF15, author = {Jiajia Jiao and Da{-}Cheng Juan and Diana Marculescu and Yuzhuo Fu}, title = {Exploiting component dependency for accurate and efficient soft error analysis via Probabilistic Graphical Models}, journal = {Microelectron. Reliab.}, volume = {55}, number = {1}, pages = {251--263}, year = {2015}, url = {https://doi.org/10.1016/j.microrel.2014.09.011}, doi = {10.1016/J.MICROREL.2014.09.011}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/mr/JiaoJMF15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/snam/FarasatNSB15, author = {Alireza Farasat and Alexander G. Nikolaev and Sargur N. Srihari and Rachael Hageman Blair}, title = {Probabilistic graphical models in modern social network analysis}, journal = {Soc. Netw. Anal. Min.}, volume = {5}, number = {1}, pages = {62:1--62:18}, year = {2015}, url = {https://doi.org/10.1007/s13278-015-0289-6}, doi = {10.1007/S13278-015-0289-6}, timestamp = {Tue, 08 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/snam/FarasatNSB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/Lian0H15, author = {Xiang Lian and Lei Chen and Zi Huang}, title = {Keyword Search Over Probabilistic {RDF} Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {27}, number = {5}, pages = {1246--1260}, year = {2015}, url = {https://doi.org/10.1109/TKDE.2014.2365791}, doi = {10.1109/TKDE.2014.2365791}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/Lian0H15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/Zhang15, author = {Qin Zhang}, title = {Dynamic Uncertain Causality Graph for Knowledge Representation and Probabilistic Reasoning: Directed Cyclic Graph and Joint Probability Distribution}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {26}, number = {7}, pages = {1503--1517}, year = {2015}, url = {https://doi.org/10.1109/TNNLS.2015.2402162}, doi = {10.1109/TNNLS.2015.2402162}, timestamp = {Mon, 09 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/Zhang15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tsmc/RegoS15, author = {Leandro Chaves R{\^{e}}go and Andrea Maria dos Santos}, title = {Probabilistic Preferences in the Graph Model for Conflict Resolution}, journal = {{IEEE} Trans. Syst. Man Cybern. Syst.}, volume = {45}, number = {4}, pages = {595--608}, year = {2015}, url = {https://doi.org/10.1109/TSMC.2014.2379626}, doi = {10.1109/TSMC.2014.2379626}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsmc/RegoS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BroeckN15, author = {Guy Van den Broeck and Mathias Niepert}, editor = {Blai Bonet and Sven Koenig}, title = {Lifted Probabilistic Inference for Asymmetric Graphical Models}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {3599--3605}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9678}, doi = {10.1609/AAAI.V29I1.9678}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BroeckN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MiY15, author = {Fei Mi and Dit{-}Yan Yeung}, editor = {Blai Bonet and Sven Koenig}, title = {Probabilistic Graphical Models for Boosting Cardinal and Ordinal Peer Grading in MOOCs}, booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, {USA}}, pages = {454--460}, publisher = {{AAAI} Press}, year = {2015}, url = {https://doi.org/10.1609/aaai.v29i1.9210}, doi = {10.1609/AAAI.V29I1.9210}, timestamp = {Mon, 18 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MiY15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/SchulamLWHWS15, author = {Peter Schulam and Colin Ligon and Robert Wise and Laura K. Hummers and Fredrick Wigley and Suchi Saria}, title = {A Probabilistic Graphical Model for Individualizing Prognosis in Chronic, Complex Diseases}, booktitle = {{AMIA} 2015, American Medical Informatics Association Annual Symposium, San Francisco, CA, USA, November 14-18, 2015}, publisher = {{AMIA}}, year = {2015}, url = {https://knowledge.amia.org/59310-amia-1.2741865/t001-1.2745946/f001-1.2745947/2242109-1.2745999/2248336-1.2745996}, timestamp = {Wed, 17 Apr 2024 11:47:40 +0200}, biburl = {https://dblp.org/rec/conf/amia/SchulamLWHWS15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asplos/MishraZLH15, author = {Nikita Mishra and Huazhe Zhang and John D. Lafferty and Henry Hoffmann}, editor = {{\"{O}}zcan {\"{O}}zturk and Kemal Ebcioglu and Sandhya Dwarkadas}, title = {A Probabilistic Graphical Model-based Approach for Minimizing Energy Under Performance Constraints}, booktitle = {Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, {ASPLOS} 2015, Istanbul, Turkey, March 14-18, 2015}, pages = {267--281}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2694344.2694373}, doi = {10.1145/2694344.2694373}, timestamp = {Wed, 07 Jul 2021 13:23:08 +0200}, biburl = {https://dblp.org/rec/conf/asplos/MishraZLH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cadgraphics/ZhangHYYW15, author = {Kai{-}Ke Zhang and Kai{-}Mo Hu and Li{-}Cheng Yin and Dong{-}Ming Yan and Bin Wang}, title = {{CAD} Parts-Based Assembly Modeling by Probabilistic Reasoning}, booktitle = {14th International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2015, Xi'an, China, August 26-28, 2015}, pages = {89--96}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/CADGRAPHICS.2015.29}, doi = {10.1109/CADGRAPHICS.2015.29}, timestamp = {Fri, 01 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cadgraphics/ZhangHYYW15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caip/BouzaieniTB15, author = {Abdessalem Bouzaieni and Salvatore Tabbone and Sabine Barrat}, editor = {George Azzopardi and Nicolai Petkov}, title = {Automatic Images Annotation Extension Using a Probabilistic Graphical Model}, booktitle = {Computer Analysis of Images and Patterns - 16th International Conference, {CAIP} 2015, Valletta, Malta, September 2-4, 2015, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {9257}, pages = {579--590}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23117-4\_50}, doi = {10.1007/978-3-319-23117-4\_50}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/caip/BouzaieniTB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caldam/Subramanian15, author = {C. R. Subramanian}, editor = {Sumit Ganguly and Ramesh Krishnamurti}, title = {Probabilistic Arguments in Graph Coloring (Invited Talk)}, booktitle = {Algorithms and Discrete Applied Mathematics - First International Conference, {CALDAM} 2015, Kanpur, India, February 8-10, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8959}, pages = {1--8}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-14974-5\_1}, doi = {10.1007/978-3-319-14974-5\_1}, timestamp = {Tue, 14 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/caldam/Subramanian15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cisda/LevchukB15, author = {Georgiy Levchuk and Erik Blasch}, title = {Probabilistic graphical models for multi-source fusion from text sources}, booktitle = {2015 {IEEE} Symposium on Computational Intelligence for Security and Defense Applications, {CISDA} 2015, Verona, NY, USA, May 26-28, 2015}, pages = {1--10}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/CISDA.2015.7208640}, doi = {10.1109/CISDA.2015.7208640}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/cisda/LevchukB15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/dils/MaDKG15, author = {Yinjiao Ma and Kevin Damazyn and Jakob Klinger and Haijun Gong}, editor = {Naveen Ashish and Jos{\'{e}} Luis Ambite}, title = {Inference and Verification of Probabilistic Graphical Models from High-Dimensional Data}, booktitle = {Data Integration in the Life Sciences - 11th International Conference, {DILS} 2015, Los Angeles, CA, USA, July 9-10, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9162}, pages = {223--239}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-21843-4\_18}, doi = {10.1007/978-3-319-21843-4\_18}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/dils/MaDKG15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/embc/BasakDSMMD15, author = {Kausik Basak and Goutam Dey and Debdoot Sheet and Manjunatha Mahadevappa and Mahitosh Mandal and Pranab Kumar Dutta}, title = {Probabilistic graphical modeling of speckle statistics in laser speckle contrast imaging for noninvasive and label-free retinal angiography}, booktitle = {37th Annual International Conference of the {IEEE} Engineering in Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29, 2015}, pages = {6244--6247}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/EMBC.2015.7319819}, doi = {10.1109/EMBC.2015.7319819}, timestamp = {Thu, 15 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/embc/BasakDSMMD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hci/FrauCT15, author = {Giuseppe Frau and Francesca De Crescenzio and Damiano Taurino}, editor = {Masaaki Kurosu}, title = {Graphic Visualization of Probabilistic Traffic/Trajectory Predictions in Mobile Applications. {A} First Prototype and Evaluations for General Aviation Purposes}, booktitle = {Human-Computer Interaction: Users and Contexts - 17th International Conference, {HCI} International 2015, Los Angeles, CA, USA, August 2-7, 2015, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {9171}, pages = {154--164}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-21006-3\_16}, doi = {10.1007/978-3-319-21006-3\_16}, timestamp = {Tue, 14 May 2019 10:00:43 +0200}, biburl = {https://dblp.org/rec/conf/hci/FrauCT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icalp/DoronT15, author = {Dean Doron and Amnon Ta{-}Shma}, editor = {Magn{\'{u}}s M. Halld{\'{o}}rsson and Kazuo Iwama and Naoki Kobayashi and Bettina Speckmann}, title = {On the Problem of Approximating the Eigenvalues of Undirected Graphs in Probabilistic Logspace}, booktitle = {Automata, Languages, and Programming - 42nd International Colloquium, {ICALP} 2015, Kyoto, Japan, July 6-10, 2015, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {9134}, pages = {419--431}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-662-47672-7\_34}, doi = {10.1007/978-3-662-47672-7\_34}, timestamp = {Fri, 27 Mar 2020 09:02:59 +0100}, biburl = {https://dblp.org/rec/conf/icalp/DoronT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/GaddeO15, author = {Akshay Gadde and Antonio Ortega}, title = {A probabilistic interpretation of sampling theory of graph signals}, booktitle = {2015 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia, April 19-24, 2015}, pages = {3257--3261}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ICASSP.2015.7178573}, doi = {10.1109/ICASSP.2015.7178573}, timestamp = {Wed, 16 Oct 2019 14:14:52 +0200}, biburl = {https://dblp.org/rec/conf/icassp/GaddeO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/DingDMN15, author = {Nan Ding and Jia Deng and Kevin P. Murphy and Hartmut Neven}, title = {Probabilistic Label Relation Graphs with Ising Models}, booktitle = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015}, pages = {1161--1169}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICCV.2015.138}, doi = {10.1109/ICCV.2015.138}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/DingDMN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdar/BouzaieniBT15, author = {Abdessalem Bouzaieni and Sabine Barrat and Salvatore Tabbone}, title = {Automatic annotation extension and classification of documents using a probabilistic graphical model}, booktitle = {13th International Conference on Document Analysis and Recognition, {ICDAR} 2015, Nancy, France, August 23-26, 2015}, pages = {316--320}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICDAR.2015.7333775}, doi = {10.1109/ICDAR.2015.7333775}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icdar/BouzaieniBT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdar/FanPL15, author = {Boqiang Fan and Liangrui Peng and Frank Lebourgeois}, title = {Layout Analysis Algorithm Based on Probabilistic Graphical Model for Dunhuang Historical Documents}, booktitle = {Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, HIP@ICDAR 2015, Nancy, France, August 22, 2015}, pages = {63--70}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2809544.2809552}, doi = {10.1145/2809544.2809552}, timestamp = {Tue, 06 Nov 2018 16:58:11 +0100}, biburl = {https://dblp.org/rec/conf/icdar/FanPL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/XieTSBH15, author = {Wenlei Xie and Yuanyuan Tian and Yannis Sismanis and Andrey Balmin and Peter J. Haas}, editor = {Johannes Gehrke and Wolfgang Lehner and Kyuseok Shim and Sang Kyun Cha and Guy M. Lohman}, title = {Dynamic interaction graphs with probabilistic edge decay}, booktitle = {31st {IEEE} International Conference on Data Engineering, {ICDE} 2015, Seoul, South Korea, April 13-17, 2015}, pages = {1143--1154}, publisher = {{IEEE} Computer Society}, year = {2015}, url = {https://doi.org/10.1109/ICDE.2015.7113363}, doi = {10.1109/ICDE.2015.7113363}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/XieTSBH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icdsp/ZhengT15, author = {Liang Zheng and Chee Wei Tan}, title = {A probabilistic characterization of the rumor graph boundary in rumor source detection}, booktitle = {2015 {IEEE} International Conference on Digital Signal Processing, {DSP} 2015, Singapore, July 21-24, 2015}, pages = {765--769}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ICDSP.2015.7251979}, doi = {10.1109/ICDSP.2015.7251979}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/icdsp/ZhengT15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/KhademiN15, author = {Mahmoud Khademi and Nedialko S. Nedialkov}, editor = {Tao Li and Lukasz A. Kurgan and Vasile Palade and Randy Goebel and Andreas Holzinger and Karin Verspoor and M. Arif Wani}, title = {Probabilistic Graphical Models and Deep Belief Networks for Prognosis of Breast Cancer}, booktitle = {14th {IEEE} International Conference on Machine Learning and Applications, {ICMLA} 2015, Miami, FL, USA, December 9-11, 2015}, pages = {727--732}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/ICMLA.2015.196}, doi = {10.1109/ICMLA.2015.196}, timestamp = {Thu, 23 Feb 2023 11:36:05 +0100}, biburl = {https://dblp.org/rec/conf/icmla/KhademiN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icsh/GuoHHL15, author = {Qiaozhen Guo and Wayne Wei Huang and Kai Huang and Xiao Liu}, editor = {Xiaolong Zheng and Daniel Dajun Zeng and Hsinchun Chen and Scott J. Leischow}, title = {Information Credibility: {A} Probabilistic Graphical Model for Identifying Credible Influenza Posts on Social Media}, booktitle = {Smart Health - International Conference, {ICSH} 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {9545}, pages = {131--142}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-29175-8\_12}, doi = {10.1007/978-3-319-29175-8\_12}, timestamp = {Tue, 04 Jul 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icsh/GuoHHL15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/BorchaniMMLNS0M15, author = {Hanen Borchani and Ana M. Mart{\'{\i}}nez and Andr{\'{e}}s R. Masegosa and Helge Langseth and Thomas D. Nielsen and Antonio Salmer{\'{o}}n and Antonio Fern{\'{a}}ndez and Anders L. Madsen and Ram{\'{o}}n S{\'{a}}ez}, editor = {{\'{E}}lisa Fromont and Tijl De Bie and Matthijs van Leeuwen}, title = {Modeling Concept Drift: {A} Probabilistic Graphical Model Based Approach}, booktitle = {Advances in Intelligent Data Analysis {XIV} - 14th International Symposium, {IDA} 2015, Saint Etienne, France, October 22-24, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9385}, pages = {72--83}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-24465-5\_7}, doi = {10.1007/978-3-319-24465-5\_7}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ida/BorchaniMMLNS0M15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipmi/SubbannaPAA15, author = {Nagesh K. Subbanna and Doina Precup and Douglas L. Arnold and Tal Arbel}, editor = {S{\'{e}}bastien Ourselin and Daniel C. Alexander and Carl{-}Fredrik Westin and Manuel Jorge Cardoso}, title = {IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain {MRI}}, booktitle = {Information Processing in Medical Imaging - 24th International Conference, {IPMI} 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3, 2015, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9123}, pages = {514--526}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-19992-4\_40}, doi = {10.1007/978-3-319-19992-4\_40}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipmi/SubbannaPAA15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/WangCWHXLZQ15, author = {Yue Wang and Jie Cai and Yabiao Wang and Youzhong Hu and Rong Xiong and Yong Liu and Jiafan Zhang and Liwei Qi}, title = {Probabilistic graph based spatial assembly relation inference for programming of assembly task by demonstration}, booktitle = {2015 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, {IROS} 2015, Hamburg, Germany, September 28 - October 2, 2015}, pages = {4402--4407}, publisher = {{IEEE}}, year = {2015}, url = {https://doi.org/10.1109/IROS.2015.7354002}, doi = {10.1109/IROS.2015.7354002}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iros/WangCWHXLZQ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismm/Al-DujailiML15, author = {Abdullah Al{-}Dujaili and Fran{\c{c}}ois Merciol and S{\'{e}}bastien Lef{\`{e}}vre}, editor = {J{\'{o}}n Atli Benediktsson and Jocelyn Chanussot and Laurent Najman and Hugues Talbot}, title = {GraphBPT: An Efficient Hierarchical Data Structure for Image Representation and Probabilistic Inference}, booktitle = {Mathematical Morphology and Its Applications to Signal and Image Processing - 12th International Symposium, {ISMM} 2015, Reykjavik, Iceland, May 27-29, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9082}, pages = {301--312}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-18720-4\_26}, doi = {10.1007/978-3-319-18720-4\_26}, timestamp = {Mon, 28 Jun 2021 15:15:01 +0200}, biburl = {https://dblp.org/rec/conf/ismm/Al-DujailiML15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/LakretzCFR15, author = {Yair Lakretz and Gal Chechik and Naama Friedmann and Michal Rosen{-}Zvi}, editor = {Longbing Cao and Chengqi Zhang and Thorsten Joachims and Geoffrey I. Webb and Dragos D. Margineantu and Graham Williams}, title = {Probabilistic Graphical Models of Dyslexia}, booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015}, pages = {1919--1928}, publisher = {{ACM}}, year = {2015}, url = {https://doi.org/10.1145/2783258.2788604}, doi = {10.1145/2783258.2788604}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/LakretzCFR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/LiuFI15, author = {Qiang Liu and John W. Fisher III and Alexander Ihler}, editor = {Corinna Cortes and Neil D. Lawrence and Daniel D. Lee and Masashi Sugiyama and Roman Garnett}, title = {Probabilistic Variational Bounds for Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada}, pages = {1432--1440}, year = {2015}, url = {https://proceedings.neurips.cc/paper/2015/hash/43feaeeecd7b2fe2ae2e26d917b6477d-Abstract.html}, timestamp = {Mon, 05 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/LiuFI15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scipy/AnkanP15, author = {Ankur Ankan and Abinash Panda}, editor = {Kathryn Huff and James Bergstra}, title = {pgmpy: Probabilistic Graphical Models using Python}, booktitle = {Proceedings of the 14th Python in Science Conference 2015 (SciPy 2015), Austin, Texas, July 6 - 12, 2015}, pages = {6--11}, publisher = {scipy.org}, year = {2015}, url = {https://doi.org/10.25080/Majora-7b98e3ed-001}, doi = {10.25080/MAJORA-7B98E3ED-001}, timestamp = {Thu, 23 Feb 2023 17:07:21 +0100}, biburl = {https://dblp.org/rec/conf/scipy/AnkanP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sum/MauaC15, author = {Denis Deratani Mau{\'{a}} and F{\'{a}}bio Gagliardi Cozman}, editor = {Christoph Beierle and Alex Dekhtyar}, title = {DL-Lite Bayesian Networks: {A} Tractable Probabilistic Graphical Model}, booktitle = {Scalable Uncertainty Management - 9th International Conference, {SUM} 2015, Qu{\'{e}}bec City, QC, Canada, September 16-18, 2015. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {9310}, pages = {50--64}, publisher = {Springer}, year = {2015}, url = {https://doi.org/10.1007/978-3-319-23540-0\_4}, doi = {10.1007/978-3-319-23540-0\_4}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sum/MauaC15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ZhouFHN15, author = {Yun Zhou and Norman E. Fenton and Timothy M. Hospedales and Martin Neil}, editor = {Marina Meila and Tom Heskes}, title = {Probabilistic Graphical Models Parameter Learning with Transferred Prior and Constraints}, booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands}, pages = {972--981}, publisher = {{AUAI} Press}, year = {2015}, url = {http://auai.org/uai2015/proceedings/papers/190.pdf}, timestamp = {Thu, 12 Mar 2020 11:31:09 +0100}, biburl = {https://dblp.org/rec/conf/uai/ZhouFHN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/visapp/Yang15, author = {Michael Ying Yang}, editor = {Jos{\'{e}} Braz and Sebastiano Battiato and Francisco H. Imai}, title = {A Generic Probabilistic Graphical Model for Region-based Scene Interpretation}, booktitle = {{VISAPP} 2015 - Proceedings of the 10th International Conference on Computer Vision Theory and Applications, Volume 2, Berlin, Germany, 11-14 March, 2015}, pages = {486--491}, publisher = {SciTePress}, year = {2015}, url = {https://doi.org/10.5220/0005341004860491}, doi = {10.5220/0005341004860491}, timestamp = {Wed, 24 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/visapp/Yang15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AlJaddaKOGMRKYR15, author = {Khalifeh AlJadda and Mohammed Korayem and Camilo Ortiz and Trey Grainger and John A. Miller and Khaled Rasheed and Krys J. Kochut and William S. York and Ren{\'{e}} Ranzinger and Melody P. Porterfield}, title = {Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical Model}, journal = {CoRR}, volume = {abs/1512.08525}, year = {2015}, url = {http://arxiv.org/abs/1512.08525}, eprinttype = {arXiv}, eprint = {1512.08525}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AlJaddaKOGMRKYR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AndrewsH15, author = {Shawn Andrews and Ghassan Hamarneh}, title = {Multi-Region Probabilistic Dice Similarity Coefficient using the Aitchison Distance and Bipartite Graph Matching}, journal = {CoRR}, volume = {abs/1509.07244}, year = {2015}, url = {http://arxiv.org/abs/1509.07244}, eprinttype = {arXiv}, eprint = {1509.07244}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AndrewsH15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BonatoMPP15, author = {Anthony Bonato and Dieter Mitsche and Xavier P{\'{e}}rez{-}Gim{\'{e}}nez and Pawel Pralat}, title = {A probabilistic version of the game of Zombies and Survivors on graphs}, journal = {CoRR}, volume = {abs/1503.08810}, year = {2015}, url = {http://arxiv.org/abs/1503.08810}, eprinttype = {arXiv}, eprint = {1503.08810}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BonatoMPP15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DingDMN15, author = {Nan Ding and Jia Deng and Kevin Murphy and Hartmut Neven}, title = {Probabilistic Label Relation Graphs with Ising Models}, journal = {CoRR}, volume = {abs/1503.01428}, year = {2015}, url = {http://arxiv.org/abs/1503.01428}, eprinttype = {arXiv}, eprint = {1503.01428}, timestamp = {Thu, 25 Nov 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/DingDMN15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GaddeO15, author = {Akshay Gadde and Antonio Ortega}, title = {A Probabilistic Interpretation of Sampling Theory of Graph Signals}, journal = {CoRR}, volume = {abs/1503.06629}, year = {2015}, url = {http://arxiv.org/abs/1503.06629}, eprinttype = {arXiv}, eprint = {1503.06629}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GaddeO15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/HazonGK15, author = {Noam Hazon and Mira Gonen and Max Kleb}, title = {Approximation and Heuristic Algorithms for Probabilistic Physical Search on General Graphs}, journal = {CoRR}, volume = {abs/1509.08088}, year = {2015}, url = {http://arxiv.org/abs/1509.08088}, eprinttype = {arXiv}, eprint = {1509.08088}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/HazonGK15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Meghanathan15b, author = {Natarajan Meghanathan}, title = {Probabilistic Diffusion in Random Network Graphs}, journal = {CoRR}, volume = {abs/1511.06613}, year = {2015}, url = {http://arxiv.org/abs/1511.06613}, eprinttype = {arXiv}, eprint = {1511.06613}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Meghanathan15b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MitschePR15, author = {Dieter Mitsche and Pawel Pralat and Elham Roshanbin}, title = {Burning graphs - a probabilistic perspective}, journal = {CoRR}, volume = {abs/1505.03052}, year = {2015}, url = {http://arxiv.org/abs/1505.03052}, eprinttype = {arXiv}, eprint = {1505.03052}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MitschePR15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/SouzaSPM15, author = {Murilo Zangari de Souza and Roberto Santana and Aurora Trinidad Ramirez Pozo and Alexander Mendiburu}, title = {{MOEA/D-GM:} Using probabilistic graphical models in {MOEA/D} for solving combinatorial optimization problems}, journal = {CoRR}, volume = {abs/1511.05625}, year = {2015}, url = {http://arxiv.org/abs/1511.05625}, eprinttype = {arXiv}, eprint = {1511.05625}, timestamp = {Wed, 12 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/SouzaSPM15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Cha14, author = {Young Chul Cha}, title = {Probabilistic Topic Models for Graph Mining}, school = {University of California, Los Angeles, {USA}}, year = {2014}, url = {http://www.escholarship.org/uc/item/7ss082g1}, timestamp = {Wed, 03 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Cha14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Liu14b, author = {Qiang Liu}, title = {Reasoning and Decisions in Probabilistic Graphical Models - {A} Unified Framework}, school = {University of California, Irvine, {USA}}, year = {2014}, url = {http://www.escholarship.org/uc/item/92p8w3xb}, timestamp = {Wed, 25 Jul 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Liu14b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Praveen14, author = {Paurush Praveen}, title = {Reverse engineering of biological signaling networks via integration of data and knowledge using probabilistic graphical models}, school = {University of Bonn}, year = {2014}, url = {http://hss.ulb.uni-bonn.de/2014/3795/3795.htm}, urn = {urn:nbn:de:hbz:5n-37952}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Praveen14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ndltd/Liu14b, author = {Ying Liu}, title = {Probabilistic graphical models: distributed inference and learning models with small feedback vertex sets}, school = {Massachusetts Institute of Technology, Cambridge, MA, {USA}}, year = {2014}, url = {https://hdl.handle.net/1721.1/89994}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ndltd/Liu14b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Cheng14, author = {Wen{-}Ju Cheng}, title = {Randomized Search of Graphs in Log Space and Probabilistic Computation}, school = {City University of New York, {USA}}, year = {2014}, url = {https://academicworks.cuny.edu/gc\_etds/411}, timestamp = {Wed, 12 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Cheng14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cce/MoriMY14, author = {Junichi Mori and Vladimir Mahalec and Jie Yu}, title = {Identification of probabilistic graphical network model for root-cause diagnosis in industrial processes}, journal = {Comput. Chem. Eng.}, volume = {71}, pages = {171--209}, year = {2014}, url = {https://doi.org/10.1016/j.compchemeng.2014.07.022}, doi = {10.1016/J.COMPCHEMENG.2014.07.022}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cce/MoriMY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cg/Al-TaieHL14, author = {Ahmed Al{-}Taie and Horst K. Hahn and Lars Linsen}, title = {Uncertainty estimation and visualization in probabilistic segmentation}, journal = {Comput. Graph.}, volume = {39}, pages = {48--59}, year = {2014}, url = {https://doi.org/10.1016/j.cag.2013.10.012}, doi = {10.1016/J.CAG.2013.10.012}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cg/Al-TaieHL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/BillenLD14, author = {Niels Billen and Ares Lagae and Philip Dutr{\'{e}}}, title = {Probabilistic visibility evaluation using geometry proxies}, journal = {Comput. Graph. Forum}, volume = {33}, number = {4}, pages = {143--152}, year = {2014}, url = {https://doi.org/10.1111/cgf.12421}, doi = {10.1111/CGF.12421}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/BillenLD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cmig/CaoYLZZ14, author = {Peng Cao and Jinzhu Yang and Wei Li and Dazhe Zhao and Osmar R. Za{\"{\i}}ane}, title = {Ensemble-based hybrid probabilistic sampling for imbalanced data learning in lung nodule {CAD}}, journal = {Comput. Medical Imaging Graph.}, volume = {38}, number = {3}, pages = {137--150}, year = {2014}, url = {https://doi.org/10.1016/j.compmedimag.2013.12.003}, doi = {10.1016/J.COMPMEDIMAG.2013.12.003}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cmig/CaoYLZZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/fcsc/LiuYLZLW14, author = {Weiyi Liu and Kun Yue and Hui Liu and Ping Zhang and Suiye Liu and Qianyi Wang}, title = {Associative categorization of frequent patterns based on the probabilistic graphical model}, journal = {Frontiers Comput. Sci.}, volume = {8}, number = {2}, pages = {265--278}, year = {2014}, url = {https://doi.org/10.1007/s11704-014-3173-z}, doi = {10.1007/S11704-014-3173-Z}, timestamp = {Mon, 19 Feb 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/fcsc/LiuYLZLW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ieicet/FujiiW14, author = {Yuki Fujii and Tadashi Wadayama}, title = {Probabilistic Analysis on Minimum \emph{s-t} Cut Capacity of Random Graphs with Specified Degree Distribution}, journal = {{IEICE} Trans. Fundam. Electron. Commun. Comput. Sci.}, volume = {97-A}, number = {12}, pages = {2317--2324}, year = {2014}, url = {https://doi.org/10.1587/transfun.E97.A.2317}, doi = {10.1587/TRANSFUN.E97.A.2317}, timestamp = {Sat, 11 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ieicet/FujiiW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijautcomp/DongZG14, author = {Chunling Dong and Qin Zhang and Shichao Geng}, title = {A Modeling and Probabilistic Reasoning Method of Dynamic Uncertain Causality Graph for Industrial Fault Diagnosis}, journal = {Int. J. Autom. Comput.}, volume = {11}, number = {3}, pages = {288--298}, year = {2014}, url = {https://doi.org/10.1007/s11633-014-0791-8}, doi = {10.1007/S11633-014-0791-8}, timestamp = {Sat, 05 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijautcomp/DongZG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcv/BadrinarayananBC14, author = {Vijay Badrinarayanan and Ignas Budvytis and Roberto Cipolla}, title = {Mixture of Trees Probabilistic Graphical Model for Video Segmentation}, journal = {Int. J. Comput. Vis.}, volume = {110}, number = {1}, pages = {14--29}, year = {2014}, url = {https://doi.org/10.1007/s11263-013-0673-5}, doi = {10.1007/S11263-013-0673-5}, timestamp = {Fri, 13 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijcv/BadrinarayananBC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijfcs/ChiuHYT14, author = {Chiao{-}Wei Chiu and Kuo{-}Si Huang and Chang{-}Biau Yang and Chiou{-}Ting Tseng}, title = {An Adaptive Heuristic Algorithm with the Probabilistic Safety Vector for Fault-Tolerant Routing on the (n, k)-Star Graph}, journal = {Int. J. Found. Comput. Sci.}, volume = {25}, number = {6}, pages = {723--744}, year = {2014}, url = {https://doi.org/10.1142/S0129054114500300}, doi = {10.1142/S0129054114500300}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijfcs/ChiuHYT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/WanZ14, author = {Jiang Wan and Nicholas Zabaras}, title = {A probabilistic graphical model based stochastic input model construction}, journal = {J. Comput. Phys.}, volume = {272}, pages = {664--685}, year = {2014}, url = {https://doi.org/10.1016/j.jcp.2014.05.002}, doi = {10.1016/J.JCP.2014.05.002}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/WanZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/MauroTE14, author = {Nicola Di Mauro and Claudio Taranto and Floriana Esposito}, title = {Link classification with probabilistic graphs}, journal = {J. Intell. Inf. Syst.}, volume = {42}, number = {2}, pages = {181--206}, year = {2014}, url = {https://doi.org/10.1007/s10844-013-0293-0}, doi = {10.1007/S10844-013-0293-0}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jiis/MauroTE14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/kes/Davydov14, author = {M. V. Davydov}, title = {A probabilistic search algorithm for finding suboptimal branchings in mutually exclusive hypothesis graph}, journal = {Int. J. Knowl. Based Intell. Eng. Syst.}, volume = {18}, number = {4}, pages = {247--253}, year = {2014}, url = {https://doi.org/10.3233/KES-140302}, doi = {10.3233/KES-140302}, timestamp = {Tue, 16 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/kes/Davydov14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/netsci/Lugo-MartinezR14, author = {Jose Lugo{-}Martinez and Predrag Radivojac}, title = {Generalized graphlet kernels for probabilistic inference in sparse graphs}, journal = {Netw. Sci.}, volume = {2}, number = {2}, pages = {254--276}, year = {2014}, url = {https://doi.org/10.1017/nws.2014.14}, doi = {10.1017/NWS.2014.14}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/netsci/Lugo-MartinezR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pr/Benitez-QuirozRGM14, author = {Carlos F. Benitez{-}Quiroz and Samuel Rivera and Paulo F. U. Gotardo and Aleix M. Mart{\'{\i}}nez}, title = {Salient and non-salient fiducial detection using a probabilistic graphical model}, journal = {Pattern Recognit.}, volume = {47}, number = {1}, pages = {208--215}, year = {2014}, url = {https://doi.org/10.1016/j.patcog.2013.06.013}, doi = {10.1016/J.PATCOG.2013.06.013}, timestamp = {Mon, 24 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pr/Benitez-QuirozRGM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/Feldman-HaberK14, author = {Shimrit Feldman{-}Haber and Yosi Keller}, title = {A Probabilistic Graph-Based Framework for Plug-and-Play Multi-Cue Visual Tracking}, journal = {{IEEE} Trans. Image Process.}, volume = {23}, number = {5}, pages = {2291--2301}, year = {2014}, url = {https://doi.org/10.1109/TIP.2014.2312286}, doi = {10.1109/TIP.2014.2312286}, timestamp = {Wed, 07 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/Feldman-HaberK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/0002GCY14, author = {Yu Gu and Chunpeng Gao and Gao Cong and Ge Yu}, title = {Effective and Efficient Clustering Methods for Correlated Probabilistic Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {26}, number = {5}, pages = {1117--1130}, year = {2014}, url = {https://doi.org/10.1109/TKDE.2013.123}, doi = {10.1109/TKDE.2013.123}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/0002GCY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/ZhangDCY14, author = {Qin Zhang and Chunling Dong and Yan Cui and Zhihui Yang}, title = {Dynamic Uncertain Causality Graph for Knowledge Representation and Probabilistic Reasoning: Statistics Base, Matrix, and Application}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {25}, number = {4}, pages = {645--663}, year = {2014}, url = {https://doi.org/10.1109/TNNLS.2013.2279320}, doi = {10.1109/TNNLS.2013.2279320}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/ZhangDCY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/Mitra14b, author = {Niloy J. Mitra}, title = {Creating consistent scene graphs using a probabilistic grammar}, journal = {{ACM} Trans. Graph.}, volume = {33}, number = {6}, pages = {211:1--211:12}, year = {2014}, url = {https://doi.org/10.1145/2661229.2661243}, doi = {10.1145/2661229.2661243}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/Mitra14b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tvcg/AlsallakhHHMR14, author = {Bilal Alsallakh and Allan Hanbury and Helwig Hauser and Silvia Miksch and Andreas Rauber}, title = {Visual Methods for Analyzing Probabilistic Classification Data}, journal = {{IEEE} Trans. Vis. Comput. Graph.}, volume = {20}, number = {12}, pages = {1703--1712}, year = {2014}, url = {https://doi.org/10.1109/TVCG.2014.2346660}, doi = {10.1109/TVCG.2014.2346660}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tvcg/AlsallakhHHMR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/DallaireGC14, author = {Patrick Dallaire and Philippe Gigu{\`{e}}re and Brahim Chaib{-}draa}, editor = {Carla E. Brodley and Peter Stone}, title = {Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet Process}, booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence, July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada}, pages = {1774--1780}, publisher = {{AAAI} Press}, year = {2014}, url = {https://doi.org/10.1609/aaai.v28i1.8980}, doi = {10.1609/AAAI.V28I1.8980}, timestamp = {Mon, 04 Sep 2023 15:06:24 +0200}, biburl = {https://dblp.org/rec/conf/aaai/DallaireGC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/ChenXDYZWL14, author = {Xiangyu Chen and Yanwu Xu and Lixin Duan and Shuicheng Yan and Zhuo Zhang and Damon Wing Kee Wong and Jiang Liu}, editor = {Daniel Cremers and Ian D. Reid and Hideo Saito and Ming{-}Hsuan Yang}, title = {Multiple Ocular Diseases Classification with Graph Regularized Probabilistic Multi-label Learning}, booktitle = {Computer Vision - {ACCV} 2014 - 12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {9006}, pages = {127--142}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-16817-3\_9}, doi = {10.1007/978-3-319-16817-3\_9}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/ChenXDYZWL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bcb/Cardenas-Ovando14, author = {Roberto A. C{\'{a}}rdenas{-}Ovando and H{\'{e}}ctor A. Rueda{-}Z{\'{a}}rate and Julieta Noguez{-}Monroy and Claudia Rangel{-}Escare{\~{n}}o}, editor = {Pierre Baldi and Wei Wang}, title = {Dose and time relationship through probabilistic graphical models of gene expression time course toxicogenomics data}, booktitle = {Proceedings of the 5th {ACM} Conference on Bioinformatics, Computational Biology, and Health Informatics, {BCB} '14, Newport Beach, California, USA, September 20-23, 2014}, pages = {594--595}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2649387.2660793}, doi = {10.1145/2649387.2660793}, timestamp = {Tue, 06 Nov 2018 16:59:10 +0100}, biburl = {https://dblp.org/rec/conf/bcb/Cardenas-Ovando14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/AlJaddaKOGMY14, author = {Khalifeh AlJadda and Mohammed Korayem and Camilo Ortiz and Trey Grainger and John A. Miller and William S. York}, editor = {Jimmy Lin and Jian Pei and Xiaohua Hu and Wo Chang and Raghunath Nambiar and Charu C. Aggarwal and Nick Cercone and Vasant G. Honavar and Jun Huan and Bamshad Mobasher and Saumyadipta Pyne}, title = {{PGMHD:} {A} scalable probabilistic graphical model for massive hierarchical data problems}, booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014), Washington, DC, USA, October 27-30, 2014}, pages = {55--60}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/BigData.2014.7004213}, doi = {10.1109/BIGDATA.2014.7004213}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/AlJaddaKOGMY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cbms/DiasGPGR14, author = {Cl{\'{a}}udia Camila Dias and Cristina Granja and Altamiro da Costa Pereira and Jo{\~{a}}o Gama and Pedro Pereira Rodrigues}, title = {Using Probabilistic Graphical Models to Enhance the Prognosis of Health-Related Quality of Life in Adult Survivors of Critical Illness}, booktitle = {2014 {IEEE} 27th International Symposium on Computer-Based Medical Systems, New York, NY, USA, May 27-29, 2014}, pages = {56--61}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/CBMS.2014.31}, doi = {10.1109/CBMS.2014.31}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cbms/DiasGPGR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/TongZC014, author = {Yongxin Tong and Xiaofei Zhang and Caleb Chen Cao and Lei Chen}, editor = {Jianzhong Li and Xiaoyang Sean Wang and Minos N. Garofalakis and Ian Soboroff and Torsten Suel and Min Wang}, title = {Efficient Probabilistic Supergraph Search Over Large Uncertain Graphs}, booktitle = {Proceedings of the 23rd {ACM} International Conference on Conference on Information and Knowledge Management, {CIKM} 2014, Shanghai, China, November 3-7, 2014}, pages = {809--818}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2661829.2661872}, doi = {10.1145/2661829.2661872}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/TongZC014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/comma/HunterT14, author = {Anthony Hunter and Matthias Thimm}, editor = {Simon Parsons and Nir Oren and Chris Reed and Federico Cerutti}, title = {Probabilistic Argument Graphs for Argumentation Lotteries}, booktitle = {Computational Models of Argument - Proceedings of {COMMA} 2014, Atholl Palace Hotel, Scottish Highlands, UK, September 9-12, 2014}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {266}, pages = {313--324}, publisher = {{IOS} Press}, year = {2014}, url = {https://doi.org/10.3233/978-1-61499-436-7-313}, doi = {10.3233/978-1-61499-436-7-313}, timestamp = {Thu, 10 Aug 2023 14:30:52 +0200}, biburl = {https://dblp.org/rec/conf/comma/HunterT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/DemirkusPCA14, author = {Meltem Demirkus and Doina Precup and James J. Clark and Tal Arbel}, editor = {David J. Fleet and Tom{\'{a}}s Pajdla and Bernt Schiele and Tinne Tuytelaars}, title = {Probabilistic Temporal Head Pose Estimation Using a Hierarchical Graphical Model}, booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8689}, pages = {328--344}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-10590-1\_22}, doi = {10.1007/978-3-319-10590-1\_22}, timestamp = {Sat, 30 Sep 2023 09:39:19 +0200}, biburl = {https://dblp.org/rec/conf/eccv/DemirkusPCA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eucc/DakilSBJ14, author = {Manal Dakil and Christophe Simon and Taha Boukhobza and C{\'{e}}dric Join}, title = {Probabilistic reliability assessment of elementary graphical conditions for structured systems: {A} graph theoretical approach}, booktitle = {13th European Control Conference, {ECC} 2014, Strasbourg, France, June 24-27, 2014}, pages = {282--287}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ECC.2014.6862497}, doi = {10.1109/ECC.2014.6862497}, timestamp = {Thu, 11 Feb 2021 14:14:57 +0100}, biburl = {https://dblp.org/rec/conf/eucc/DakilSBJ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icfhr/KhemiriKB14, author = {Akram Khemiri and Afef Kacem and Abdel Bela{\"{\i}}d}, title = {Towards Arabic Handwritten Word Recognition via Probabilistic Graphical Models}, booktitle = {14th International Conference on Frontiers in Handwriting Recognition, {ICFHR} 2014, Crete, Greece, September 1-4, 2014}, pages = {678--683}, publisher = {{IEEE} Computer Society}, year = {2014}, url = {https://doi.org/10.1109/ICFHR.2014.119}, doi = {10.1109/ICFHR.2014.119}, timestamp = {Sun, 17 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icfhr/KhemiriKB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/FangCL14, author = {Yuan Fang and Kevin Chen{-}Chuan Chang and Hady Wirawan Lauw}, title = {Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {406--414}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/fang14.html}, timestamp = {Sat, 31 Aug 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/FangCL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmlc/BeheshtiL14, author = {Maedeh Beheshti and Alan Wee{-}Chung Liew}, editor = {Xizhao Wang and Witold Pedrycz and Patrick P. K. Chan and Qiang He}, title = {Image Segmentation Based on Graph-Cut Models and Probabilistic Graphical Models: {A} Comparative Study}, booktitle = {Machine Learning and Cybernetics - 13th International Conference, Lanzhou, China, July 13-16, 2014. Proceedings}, series = {Communications in Computer and Information Science}, volume = {481}, pages = {371--378}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-45652-1\_37}, doi = {10.1007/978-3-662-45652-1\_37}, timestamp = {Sun, 04 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icmlc/BeheshtiL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icra/RuffaldiPFA14, author = {Emanuele Ruffaldi and Lorenzo Peppoloni and Alessandro Filippeschi and Carlo Alberto Avizzano}, title = {A novel approach to motion tracking with wearable sensors based on Probabilistic Graphical Models}, booktitle = {2014 {IEEE} International Conference on Robotics and Automation, {ICRA} 2014, Hong Kong, China, May 31 - June 7, 2014}, pages = {1247--1252}, publisher = {{IEEE}}, year = {2014}, url = {https://doi.org/10.1109/ICRA.2014.6907013}, doi = {10.1109/ICRA.2014.6907013}, timestamp = {Mon, 26 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icra/RuffaldiPFA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/Hakkani-TurCHTZ14, author = {Dilek Hakkani{-}T{\"{u}}r and Asli Celikyilmaz and Larry P. Heck and G{\"{o}}khan T{\"{u}}r and Geoffrey Zweig}, editor = {Haizhou Li and Helen M. Meng and Bin Ma and Engsiong Chng and Lei Xie}, title = {Probabilistic enrichment of knowledge graph entities for relation detection in conversational understanding}, booktitle = {{INTERSPEECH} 2014, 15th Annual Conference of the International Speech Communication Association, Singapore, September 14-18, 2014}, pages = {2113--2117}, publisher = {{ISCA}}, year = {2014}, url = {https://doi.org/10.21437/Interspeech.2014-479}, doi = {10.21437/INTERSPEECH.2014-479}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/Hakkani-TurCHTZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ircdl/BasileME14, author = {Teresa Maria Altomare Basile and Nicola Di Mauro and Floriana Esposito}, editor = {Maristella Agosti and Tiziana Catarci and Floriana Esposito}, title = {Assessing Document Relevance by Modeling Citation Networks with Probabilistic Graphs}, booktitle = {Pushing the Boundaries of the Digital Libraries Field - 10th Italian Research Conference on Digital Libraries, {IRCDL} 2014, Padua, Italy, January 30-31, 2014}, series = {Procedia Computer Science}, volume = {38}, pages = {68--75}, publisher = {Elsevier}, year = {2014}, url = {https://doi.org/10.1016/j.procs.2014.10.013}, doi = {10.1016/J.PROCS.2014.10.013}, timestamp = {Thu, 08 Jul 2021 16:04:01 +0200}, biburl = {https://dblp.org/rec/conf/ircdl/BasileME14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lrec/GoodwinH14, author = {Travis R. Goodwin and Sanda M. Harabagiu}, editor = {Nicoletta Calzolari and Khalid Choukri and Thierry Declerck and Hrafn Loftsson and Bente Maegaard and Joseph Mariani and Asunci{\'{o}}n Moreno and Jan Odijk and Stelios Piperidis}, title = {Clinical Data-Driven Probabilistic Graph Processing}, booktitle = {Proceedings of the Ninth International Conference on Language Resources and Evaluation, {LREC} 2014, Reykjavik, Iceland, May 26-31, 2014}, pages = {101--108}, publisher = {European Language Resources Association {(ELRA)}}, year = {2014}, url = {http://www.lrec-conf.org/proceedings/lrec2014/summaries/618.html}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/lrec/GoodwinH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MizrahiDF14, author = {Yariv Dror Mizrahi and Misha Denil and Nando de Freitas}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Distributed Parameter Estimation in Probabilistic Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {1700--1708}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/5705e1164a8394aace6018e27d20d237-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MizrahiDF14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MohanP14, author = {Karthika Mohan and Judea Pearl}, editor = {Zoubin Ghahramani and Max Welling and Corinna Cortes and Neil D. Lawrence and Kilian Q. Weinberger}, title = {Graphical Models for Recovering Probabilistic and Causal Queries from Missing Data}, booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada}, pages = {1520--1528}, year = {2014}, url = {https://proceedings.neurips.cc/paper/2014/hash/31839b036f63806cba3f47b93af8ccb5-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/MohanP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/AlbrechtNW14, author = {David W. Albrecht and Ann E. Nicholson and Chris Whittle}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Structural Sensitivity for the Knowledge Engineering of Bayesian Networks}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {1--16}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_1}, doi = {10.1007/978-3-319-11433-0\_1}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/AlbrechtNW14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/AriasGNP14, author = {Jacinto Arias and Jos{\'{e}} A. G{\'{a}}mez and Thomas D. Nielsen and Jos{\'{e}} Miguel Puerta}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {A Pairwise Class Interaction Framework for Multilabel Classification}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {17--32}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_2}, doi = {10.1007/978-3-319-11433-0\_2}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/AriasGNP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BendtsenP14, author = {Marcus Bendtsen and Jos{\'{e}} M. Pe{\~{n}}a}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Learning Gated Bayesian Networks for Algorithmic Trading}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {49--64}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_4}, doi = {10.1007/978-3-319-11433-0\_4}, timestamp = {Sun, 25 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/BendtsenP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BoltR14, author = {Janneke H. Bolt and Silja Renooij}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Local Sensitivity of Bayesian Networks to Multiple Simultaneous Parameter Shifts}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {65--80}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_5}, doi = {10.1007/978-3-319-11433-0\_5}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/BoltR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BoomBCC14, author = {Cedric De Boom and Jasper De Bock and Arthur Van Camp and Gert de Cooman}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Robustifying the Viterbi Algorithm}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {160--175}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_11}, doi = {10.1007/978-3-319-11433-0\_11}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/BoomBCC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ButzOM14, author = {Cory J. Butz and Jhonatan de S. Oliveira and Anders L. Madsen}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Bayesian Network Inference Using Marginal Trees}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {81--96}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_6}, doi = {10.1007/978-3-319-11433-0\_6}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ButzOM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CabanasCGM14, author = {Rafael Caba{\~{n}}as and Andr{\'{e}}s Cano and Manuel G{\'{o}}mez{-}Olmedo and Anders L. Madsen}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {On SPI-Lazy Evaluation of Influence Diagrams}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {97--112}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_7}, doi = {10.1007/978-3-319-11433-0\_7}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/CabanasCGM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CamposCCZ14, author = {Cassio P. de Campos and Marco Cuccu and Giorgio Corani and Marco Zaffalon}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Extended Tree Augmented Naive Classifier}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {176--189}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_12}, doi = {10.1007/978-3-319-11433-0\_12}, timestamp = {Mon, 05 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/CamposCCZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CanoGMP14, author = {Andr{\'{e}}s Cano and Manuel G{\'{o}}mez{-}Olmedo and Seraf{\'{\i}}n Moral and Cora B. P{\'{e}}rez{-}Ariza}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Extended Probability Trees for Probabilistic Graphical Models}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {113--128}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_8}, doi = {10.1007/978-3-319-11433-0\_8}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/CanoGMP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Cobb14, author = {Barry R. Cobb}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Mixture of Polynomials Probability Distributions for Grouped Sample Data}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {129--144}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_9}, doi = {10.1007/978-3-319-11433-0\_9}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Cobb14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CoraniAMG14, author = {Giorgio Corani and Alessandro Antonucci and Denis Deratani Mau{\'{a}} and Sandra Gabaglio}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Trading off Speed and Accuracy in Multilabel Classification}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {145--159}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_10}, doi = {10.1007/978-3-319-11433-0\_10}, timestamp = {Sat, 09 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/CoraniAMG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/FernandezRSS14, author = {Antonio Fern{\'{a}}ndez and Rafael Rum{\'{\i}} and Jos{\'{e}} del Sagrado and Antonio Salmer{\'{o}}n}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Supervised Classification Using Hybrid Probabilistic Decision Graphs}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {206--221}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_14}, doi = {10.1007/978-3-319-11433-0\_14}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/FernandezRSS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/HeijdenH14, author = {Maarten van der Heijden and Arjen Hommersom}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Causal Independence Models for Continuous Time Bayesian Networks}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {503--518}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_33}, doi = {10.1007/978-3-319-11433-0\_33}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/HeijdenH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/HullamA14, author = {G{\'{a}}bor Hull{\'{a}}m and Peter Antal}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Towards a Bayesian Decision Theoretic Analysis of Contextual Effect Modifiers}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {222--237}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_15}, doi = {10.1007/978-3-319-11433-0\_15}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/HullamA14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/JonghD14, author = {Martijn de Jongh and Marek J. Druzdzel}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Evaluation of Rules for Coping with Insufficient Data in Constraint-Based Search Algorithms}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {190--205}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_13}, doi = {10.1007/978-3-319-11433-0\_13}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/JonghD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KraisangkaD14, author = {Jidapa Kraisangka and Marek J. Druzdzel}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Discrete Bayesian Network Interpretation of the Cox's Proportional Hazards Model}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {238--253}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_16}, doi = {10.1007/978-3-319-11433-0\_16}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KraisangkaD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Kwisthout14, author = {Johan Kwisthout}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Minimizing Relative Entropy in Hierarchical Predictive Coding}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {254--270}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_17}, doi = {10.1007/978-3-319-11433-0\_17}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Kwisthout14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Kwisthout14a, author = {Johan Kwisthout}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Treewidth and the Computational Complexity of {MAP} Approximations}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {271--285}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_18}, doi = {10.1007/978-3-319-11433-0\_18}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Kwisthout14a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MadsenJKS14, author = {Anders L. Madsen and Frank Jensen and Martin Karlsen and Nicolaj S{\o}ndberg{-}Jeppesen}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Bayesian Networks with Function Nodes}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {286--301}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_19}, doi = {10.1007/978-3-319-11433-0\_19}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MadsenJKS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MadsenJSKLN14, author = {Anders L. Madsen and Frank Jensen and Antonio Salmer{\'{o}}n and Martin Karlsen and Helge Langseth and Thomas D. Nielsen}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {A New Method for Vertical Parallelisation of {TAN} Learning Based on Balanced Incomplete Block Designs}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {302--317}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_20}, doi = {10.1007/978-3-319-11433-0\_20}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MadsenJSKLN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Maua14, author = {Denis Deratani Mau{\'{a}}}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Equivalences between Maximum a Posteriori Inference in Bayesian Networks and Maximum Expected Utility Computation in Influence Diagrams}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {318--333}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_21}, doi = {10.1007/978-3-319-11433-0\_21}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Maua14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MauaC14, author = {Denis Deratani Mau{\'{a}} and F{\'{a}}bio Gagliardi Cozman}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {334--349}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_22}, doi = {10.1007/978-3-319-11433-0\_22}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MauaC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MeertV14, author = {Wannes Meert and Joost Vennekens}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Inhibited Effects in CP-Logic}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {350--365}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_23}, doi = {10.1007/978-3-319-11433-0\_23}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MeertV14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MradDPL14, author = {Ali Ben Mrad and V{\'{e}}ronique Delcroix and Sylvain Piechowiak and Philip Leicester}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {From Information to Evidence in a Bayesian Network}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {33--48}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_3}, doi = {10.1007/978-3-319-11433-0\_3}, timestamp = {Mon, 05 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MradDPL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/NowakD14, author = {Krzysztof Nowak and Marek J. Druzdzel}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Learning Parameters in Canonical Models Using Weighted Least Squares}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {366--381}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_24}, doi = {10.1007/978-3-319-11433-0\_24}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/NowakD14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Pena14, author = {Jos{\'{e}} M. Pe{\~{n}}a}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Learning Marginal {AMP} Chain Graphs under Faithfulness}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {382--395}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_25}, doi = {10.1007/978-3-319-11433-0\_25}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Pena14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/PerezBL14, author = {Aritz P{\'{e}}rez and Christian Blum and Jos{\'{e}} Antonio Lozano}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Learning Maximum Weighted (k+1)-Order Decomposable Graphs by Integer Linear Programming}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {396--408}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_26}, doi = {10.1007/978-3-319-11433-0\_26}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/PerezBL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Ramirez-CoronaSM14, author = {Mallinali Ram{\'{\i}}rez{-}Corona and Luis Enrique Sucar and Eduardo F. Morales}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Multi-label Classification for Tree and Directed Acyclic Graphs Hierarchies}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {409--425}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_27}, doi = {10.1007/978-3-319-11433-0\_27}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Ramirez-CoronaSM14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ScanagattaCZ14, author = {Mauro Scanagatta and Cassio P. de Campos and Marco Zaffalon}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {426--441}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_28}, doi = {10.1007/978-3-319-11433-0\_28}, timestamp = {Mon, 05 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ScanagattaCZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/SokolovaGCH14, author = {Elena Sokolova and Perry Groot and Tom Claassen and Tom Heskes}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Causal Discovery from Databases with Discrete and Continuous Variables}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {442--457}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_29}, doi = {10.1007/978-3-319-11433-0\_29}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/SokolovaGCH14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Sonntag14, author = {Dag Sonntag}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {On Expressiveness of the {AMP} Chain Graph Interpretation}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {458--470}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_30}, doi = {10.1007/978-3-319-11433-0\_30}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Sonntag14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Suzuki14, author = {Joe Suzuki}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Learning Bayesian Network Structures When Discrete and Continuous Variables Are Present}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {471--486}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_31}, doi = {10.1007/978-3-319-11433-0\_31}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Suzuki14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/TriantafilouTR14, author = {Sofia Triantafilou and Ioannis Tsamardinos and Anna Roumpelaki}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Learning Neighborhoods of High Confidence in Constraint-Based Causal Discovery}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {487--502}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_32}, doi = {10.1007/978-3-319-11433-0\_32}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/TriantafilouTR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/VarandoBL14, author = {Gherardo Varando and Concha Bielza and Pedro Larra{\~{n}}aga}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Expressive Power of Binary Relevance and Chain Classifiers Based on Bayesian Networks for Multi-label Classification}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {519--534}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_34}, doi = {10.1007/978-3-319-11433-0\_34}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/VarandoBL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/VomlelT14, author = {Jir{\'{\i}} Vomlel and Petr Tichavsk{\'{y}}}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {An Approximate Tensor-Based Inference Method Applied to the Game of Minesweeper}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {535--550}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_35}, doi = {10.1007/978-3-319-11433-0\_35}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/VomlelT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/XiangL14, author = {Yang Xiang and Qing Liu}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Compression of Bayesian Networks with {NIN-AND} Tree Modeling}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {551--566}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_36}, doi = {10.1007/978-3-319-11433-0\_36}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/XiangL14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ZhangWC14, author = {Nevin Lianwen Zhang and Xiaofei Wang and Peixian Chen}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {A Study of Recently Discovered Equalities about Latent Tree Models Using Inverse Edges}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {567--580}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_37}, doi = {10.1007/978-3-319-11433-0\_37}, timestamp = {Thu, 15 Jun 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ZhangWC14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ZhouFN14, author = {Yun Zhou and Norman E. Fenton and Martin Neil}, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {An Extended {MPL-C} Model for Bayesian Network Parameter Learning with Exterior Constraints}, booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, pages = {581--596}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0\_38}, doi = {10.1007/978-3-319-11433-0\_38}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/ZhouFN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/ShalemBGB14, author = {Bar Shalem and Yoram Bachrach and John Guiver and Christopher M. Bishop}, editor = {Toon Calders and Floriana Esposito and Eyke H{\"{u}}llermeier and Rosa Meo}, title = {Students, Teachers, Exams and MOOCs: Predicting and Optimizing Attainment in Web-Based Education Using a Probabilistic Graphical Model}, booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, {ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {8726}, pages = {82--97}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-662-44845-8\_6}, doi = {10.1007/978-3-662-44845-8\_6}, timestamp = {Thu, 31 Oct 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/ShalemBGB14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/LiSCGY14, author = {Nan Li and Huan Sun and Kyle C. Chipman and Jemin George and Xifeng Yan}, editor = {Mohammed Javeed Zaki and Zoran Obradovic and Pang{-}Ning Tan and Arindam Banerjee and Chandrika Kamath and Srinivasan Parthasarathy}, title = {A Probabilistic Approach to Uncovering Attributed Graph Anomalies}, booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining, Philadelphia, Pennsylvania, USA, April 24-26, 2014}, pages = {82--90}, publisher = {{SIAM}}, year = {2014}, url = {https://doi.org/10.1137/1.9781611973440.10}, doi = {10.1137/1.9781611973440.10}, timestamp = {Fri, 06 Oct 2023 11:45:43 +0200}, biburl = {https://dblp.org/rec/conf/sdm/LiSCGY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sofsem/FontaineMRZ14, author = {Allyx Fontaine and Yves M{\'{e}}tivier and John Michael Robson and Akka Zemmari}, editor = {Viliam Geffert and Bart Preneel and Branislav Rovan and Julius Stuller and A Min Tjoa}, title = {On Lower Bounds for the Time and the Bit Complexity of Some Probabilistic Distributed Graph Algorithms - (Extended Abstract)}, booktitle = {{SOFSEM} 2014: Theory and Practice of Computer Science - 40th International Conference on Current Trends in Theory and Practice of Computer Science, Nov{\'{y}} Smokovec, Slovakia, January 26-29, 2014, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8327}, pages = {235--245}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-04298-5\_21}, doi = {10.1007/978-3-319-04298-5\_21}, timestamp = {Fri, 27 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sofsem/FontaineMRZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssdbm/ArmitiG14, author = {Ayser Armiti and Michael Gertz}, editor = {Christian S. Jensen and Hua Lu and Torben Bach Pedersen and Christian Thomsen and Kristian Torp}, title = {Geometric graph matching and similarity: a probabilistic approach}, booktitle = {Conference on Scientific and Statistical Database Management, {SSDBM} '14, Aalborg, Denmark, June 30 - July 02, 2014}, pages = {27:1--27:12}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2618243.2618259}, doi = {10.1145/2618243.2618259}, timestamp = {Mon, 07 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ssdbm/ArmitiG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/MatsubaraGK14, author = {Takamitsu Matsubara and Vicen{\c{c}} G{\'{o}}mez and Hilbert J. Kappen}, editor = {Nevin L. Zhang and Jin Tian}, title = {Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models}, booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27, 2014}, pages = {583--592}, publisher = {{AUAI} Press}, year = {2014}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2494\&proceeding\_id=30}, timestamp = {Wed, 03 Feb 2021 11:09:27 +0100}, biburl = {https://dblp.org/rec/conf/uai/MatsubaraGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wsdm/Dutta14, author = {Arnab Kumar Dutta}, editor = {Ben Carterette and Fernando Diaz and Carlos Castillo and Donald Metzler}, title = {Integration of large scale knowledge bases using probabilistic graphical models}, booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining, {WSDM} 2014, New York, NY, USA, February 24-28, 2014}, pages = {643--648}, publisher = {{ACM}}, year = {2014}, url = {https://doi.org/10.1145/2556195.2556202}, doi = {10.1145/2556195.2556202}, timestamp = {Tue, 21 May 2019 11:38:33 +0200}, biburl = {https://dblp.org/rec/conf/wsdm/Dutta14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/chb/Pearl14, author = {Judea Pearl}, editor = {Teofilo F. Gonzalez and Jorge Diaz{-}Herrera and Allen Tucker}, title = {Graphical Models for Probabilistic and Causal Reasoning}, booktitle = {Computing Handbook, Third Edition: Computer Science and Software Engineering}, pages = {44: 1--24}, publisher = {{CRC} Press}, year = {2014}, timestamp = {Tue, 17 Jun 2014 14:00:46 +0200}, biburl = {https://dblp.org/rec/books/crc/chb/Pearl14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pgm/2014, editor = {Linda C. van der Gaag and A. J. Feelders}, title = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8754}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-11433-0}, doi = {10.1007/978-3-319-11433-0}, isbn = {978-3-319-11432-3}, timestamp = {Tue, 14 May 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/2014.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:reference/snam/Srihari14, author = {Sargur N. Srihari}, title = {Probabilistic Graphical Models}, booktitle = {Encyclopedia of Social Network Analysis and Mining}, pages = {1388--1402}, year = {2014}, url = {https://doi.org/10.1007/978-1-4614-6170-8\_156}, doi = {10.1007/978-1-4614-6170-8\_156}, timestamp = {Wed, 12 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/reference/snam/Srihari14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/AlJaddaKOGMY14, author = {Khalifeh AlJadda and Mohammed Korayem and Camilo Ortiz and Trey Grainger and John A. Miller and William S. York}, title = {{PGMHD:} {A} Scalable Probabilistic Graphical Model for Massive Hierarchical Data Problems}, journal = {CoRR}, volume = {abs/1407.5656}, year = {2014}, url = {http://arxiv.org/abs/1407.5656}, eprinttype = {arXiv}, eprint = {1407.5656}, timestamp = {Thu, 11 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/AlJaddaKOGMY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BenoitLLR14, author = {Ga{\"{e}}tan Benoit and Claire Lemaitre and Dominique Lavenier and Guillaume Rizk}, title = {Compression of high throughput sequencing data with probabilistic de Bruijn graph}, journal = {CoRR}, volume = {abs/1412.5932}, year = {2014}, url = {http://arxiv.org/abs/1412.5932}, eprinttype = {arXiv}, eprint = {1412.5932}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BenoitLLR14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/BroeckN14, author = {Guy Van den Broeck and Mathias Niepert}, title = {Lifted Probabilistic Inference for Asymmetric Graphical Models}, journal = {CoRR}, volume = {abs/1412.0315}, year = {2014}, url = {http://arxiv.org/abs/1412.0315}, eprinttype = {arXiv}, eprint = {1412.0315}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/BroeckN14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/DremeauSXS14, author = {Ang{\'{e}}lique Dremeau and Christophe Sch{\"{u}}lke and Yingying Xu and Devavrat Shah}, title = {Statistical inference with probabilistic graphical models}, journal = {CoRR}, volume = {abs/1409.4928}, year = {2014}, url = {http://arxiv.org/abs/1409.4928}, eprinttype = {arXiv}, eprint = {1409.4928}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/DremeauSXS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KulkarniMKT14, author = {Tejas D. Kulkarni and Vikash K. Mansinghka and Pushmeet Kohli and Joshua B. Tenenbaum}, title = {Inverse Graphics with Probabilistic {CAD} Models}, journal = {CoRR}, volume = {abs/1407.1339}, year = {2014}, url = {http://arxiv.org/abs/1407.1339}, eprinttype = {arXiv}, eprint = {1407.1339}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KulkarniMKT14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MatsubaraGK14, author = {Takamitsu Matsubara and Vicen{\c{c}} G{\'{o}}mez and Hilbert J. Kappen}, title = {Latent Kullback Leibler Control for Continuous-State Systems using Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1406.0993}, year = {2014}, url = {http://arxiv.org/abs/1406.0993}, eprinttype = {arXiv}, eprint = {1406.0993}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MatsubaraGK14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/NelsonBS14, author = {Kenric P. Nelson and Madalina Barbu and Brian J. Scannell}, title = {Probabilistic graphs using coupled random variables}, journal = {CoRR}, volume = {abs/1404.6955}, year = {2014}, url = {http://arxiv.org/abs/1404.6955}, eprinttype = {arXiv}, eprint = {1404.6955}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/NelsonBS14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Kausler13, author = {Bernhard X. Kausler}, title = {Tracking-by-assignment as a probabilistic graphical model with applications in developmental biology}, school = {Heidelberg University}, year = {2013}, url = {https://d-nb.info/104163630X}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Kausler13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/dnb/Oberhoff13, author = {Daniel Oberhoff}, title = {Hierarchical probabilistic graphical models for image recognition}, school = {University of Ulm}, year = {2013}, url = {http://vts.uni-ulm.de/docs/2013/8420/vts\_8420\_12406.pdf}, urn = {urn:nbn:de:bsz:289-vts-84203}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/dnb/Oberhoff13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Ayadi13, author = {Ines Ayadi}, title = {Optimisation des politiques de maintenance pr{\'{e}}ventive dans un cadre de mod{\'{e}}lisation par mod{\`{e}}les graphiques probabilistes. (Optimization of Preventive Maintenance Policies in a context of modelisation by probabilistic graphical models)}, school = {University of Paris-Est, France}, year = {2013}, url = {https://tel.archives-ouvertes.fr/tel-01274312}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Ayadi13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/synthesis/2013Dechter, author = {Rina Dechter}, title = {Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms}, series = {Synthesis Lectures on Artificial Intelligence and Machine Learning}, publisher = {Morgan {\&} Claypool Publishers}, year = {2013}, url = {https://doi.org/10.2200/S00529ED1V01Y201308AIM023}, doi = {10.2200/S00529ED1V01Y201308AIM023}, isbn = {978-3-031-01566-3}, timestamp = {Mon, 23 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/synthesis/2013Dechter.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/anor/JensenN13, author = {Finn Verner Jensen and Thomas Dyhre Nielsen}, title = {Probabilistic decision graphs for optimization under uncertainty}, journal = {Ann. Oper. Res.}, volume = {204}, number = {1}, pages = {223--248}, year = {2013}, url = {https://doi.org/10.1007/s10479-012-1263-6}, doi = {10.1007/S10479-012-1263-6}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/anor/JensenN13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/LeGaultD13, author = {Laura H. LeGault and Colin N. Dewey}, title = {Inference of alternative splicing from RNA-Seq data with probabilistic splice graphs}, journal = {Bioinform.}, volume = {29}, number = {18}, pages = {2300--2310}, year = {2013}, url = {https://doi.org/10.1093/bioinformatics/btt396}, doi = {10.1093/BIOINFORMATICS/BTT396}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/LeGaultD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/BillenELD13, author = {Niels Billen and Bj{\"{o}}rn Engelen and Ares Lagae and Philip Dutr{\'{e}}}, title = {Probabilistic Visibility Evaluation for Direct Illumination}, journal = {Comput. Graph. Forum}, volume = {32}, number = {4}, pages = {39--47}, year = {2013}, url = {https://doi.org/10.1111/cgf.12149}, doi = {10.1111/CGF.12149}, timestamp = {Mon, 26 Oct 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cgf/BillenELD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/compsec/WangZK13, author = {Shuzhen Wang and Zonghua Zhang and Youki Kadobayashi}, title = {Exploring attack graph for cost-benefit security hardening: {A} probabilistic approach}, journal = {Comput. Secur.}, volume = {32}, pages = {158--169}, year = {2013}, url = {https://doi.org/10.1016/j.cose.2012.09.013}, doi = {10.1016/J.COSE.2012.09.013}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/compsec/WangZK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/eceasst/Giese13, author = {Holger Giese}, title = {Invited Talk: Extensions of Graph Transformation Systems for Timed, Continuous, and Probabilistic Behavior}, journal = {Electron. Commun. Eur. Assoc. Softw. Sci. Technol.}, volume = {58}, year = {2013}, url = {https://doi.org/10.14279/tuj.eceasst.58.857}, doi = {10.14279/TUJ.ECEASST.58.857}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/eceasst/Giese13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcphy/WanZ13, author = {Jiang Wan and Nicholas Zabaras}, title = {A probabilistic graphical model approach to stochastic multiscale partial differential equations}, journal = {J. Comput. Phys.}, volume = {250}, pages = {477--510}, year = {2013}, url = {https://doi.org/10.1016/j.jcp.2013.05.016}, doi = {10.1016/J.JCP.2013.05.016}, timestamp = {Wed, 19 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcphy/WanZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neco/SteimerD13, author = {Andreas Steimer and Rodney J. Douglas}, title = {Spike-Based Probabilistic Inference in Analog Graphical Models Using Interspike-Interval Coding}, journal = {Neural Comput.}, volume = {25}, number = {9}, pages = {2303--2354}, year = {2013}, url = {https://doi.org/10.1162/NECO\_a\_00477}, doi = {10.1162/NECO\_A\_00477}, timestamp = {Tue, 01 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/SteimerD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/neuroimage/VorburgerRB13, author = {Robert S. Vorburger and Carolin Reischauer and Peter Boesiger}, title = {BootGraph: Probabilistic fiber tractography using bootstrap algorithms and graph theory}, journal = {NeuroImage}, volume = {66}, pages = {426--435}, year = {2013}, url = {https://doi.org/10.1016/j.neuroimage.2012.10.058}, doi = {10.1016/J.NEUROIMAGE.2012.10.058}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/neuroimage/VorburgerRB13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/EgoziKG13, author = {Amir Egozi and Yosi Keller and Hugo Guterman}, title = {A Probabilistic Approach to Spectral Graph Matching}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {35}, number = {1}, pages = {18--27}, year = {2013}, url = {https://doi.org/10.1109/TPAMI.2012.51}, doi = {10.1109/TPAMI.2012.51}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/EgoziKG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/0007TR13, author = {Lei Zhang and Thanh Tran and Achim Rettinger}, title = {Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data}, journal = {Proc. {VLDB} Endow.}, volume = {6}, number = {14}, pages = {1642--1653}, year = {2013}, url = {http://www.vldb.org/pvldb/vol6/p1642-zhang.pdf}, doi = {10.14778/2556549.2556550}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/0007TR13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tip/ZhangSZLBC13, author = {Luming Zhang and Mingli Song and Qi Zhao and Xiao Liu and Jiajun Bu and Chun Chen}, title = {Probabilistic Graphlet Transfer for Photo Cropping}, journal = {{IEEE} Trans. Image Process.}, volume = {22}, number = {2}, pages = {802--815}, year = {2013}, url = {https://doi.org/10.1109/TIP.2012.2223226}, doi = {10.1109/TIP.2012.2223226}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tip/ZhangSZLBC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tkde/KolliosPT13, author = {George Kollios and Michalis Potamias and Evimaria Terzi}, title = {Clustering Large Probabilistic Graphs}, journal = {{IEEE} Trans. Knowl. Data Eng.}, volume = {25}, number = {2}, pages = {325--336}, year = {2013}, url = {https://doi.org/10.1109/TKDE.2011.243}, doi = {10.1109/TKDE.2011.243}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tkde/KolliosPT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/LinRFH13, author = {Sharon Lin and Daniel Ritchie and Matthew Fisher and Pat Hanrahan}, title = {Probabilistic color-by-numbers: suggesting pattern colorizations using factor graphs}, journal = {{ACM} Trans. Graph.}, volume = {32}, number = {4}, pages = {37:1--37:12}, year = {2013}, url = {https://doi.org/10.1145/2461912.2461988}, doi = {10.1145/2461912.2461988}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/LinRFH13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/IEEEwisa/LiHGC13, author = {Hongmei Li and Wenning Hao and Wenyan Gan and Gang Chen}, title = {Survey of Probabilistic Graphical Models}, booktitle = {2013 10th Web Information System and Application Conference, Yangzhou, China, November 10-15, 2013}, pages = {275--280}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/WISA.2013.59}, doi = {10.1109/WISA.2013.59}, timestamp = {Sun, 06 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/IEEEwisa/LiHGC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/SalekBK13, author = {Mahyar Salek and Yoram Bachrach and Peter B. Key}, editor = {Marie desJardins and Michael L. Littman}, title = {Hotspotting - {A} Probabilistic Graphical Model For Image Object Localization Through Crowdsourcing}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {1156--1162}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8465}, doi = {10.1609/AAAI.V27I1.8465}, timestamp = {Mon, 04 Sep 2023 15:56:33 +0200}, biburl = {https://dblp.org/rec/conf/aaai/SalekBK13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/VenugopalG13, author = {Deepak Venugopal and Vibhav Gogate}, editor = {Marie desJardins and Michael L. Littman}, title = {GiSS: Combining Gibbs Sampling and SampleSearch for Inference in Mixed Probabilistic and Deterministic Graphical Models}, booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}}, pages = {897--904}, publisher = {{AAAI} Press}, year = {2013}, url = {https://doi.org/10.1609/aaai.v27i1.8620}, doi = {10.1609/AAAI.V27I1.8620}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/VenugopalG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/Lu13, author = {Xia Lu}, title = {Exploring Word Order Universals: a Probabilistic Graphical Model Approach}, booktitle = {51st Annual Meeting of the Association for Computational Linguistics, {ACL} 2013, Proceedings of the Student Research Workshop, 4-9 August 2013, Sofia, Bulgaria}, pages = {150--157}, publisher = {The Association for Computer Linguistics}, year = {2013}, url = {https://aclanthology.org/P13-3022/}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/Lu13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aime/BermejoDGV13, author = {I{\~{n}}igo Bermejo and Francisco Javier D{\'{\i}}ez and Paul Govaerts and Bart Vaerenberg}, editor = {Niels Peek and Roque Mar{\'{\i}}n Morales and Mor Peleg}, title = {A Probabilistic Graphical Model for Tuning Cochlear Implants}, booktitle = {Artificial Intelligence in Medicine - 14th Conference on Artificial Intelligence in Medicine, {AIME} 2013, Murcia, Spain, May 29 - June 1, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7885}, pages = {150--155}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-38326-7\_23}, doi = {10.1007/978-3-642-38326-7\_23}, timestamp = {Mon, 22 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aime/BermejoDGV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/asunam/ZhangDCXCALC13, author = {Kunpeng Zhang and Doug Downey and Zhengzhang Chen and Yusheng Xie and Yu Cheng and Ankit Agrawal and Wei{-}keng Liao and Alok N. Choudhary}, editor = {Jon G. Rokne and Christos Faloutsos}, title = {A probabilistic graphical model for brand reputation assessment in social networks}, booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13, Niagara, ON, Canada - August 25 - 29, 2013}, pages = {223--230}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2492517.2492556}, doi = {10.1145/2492517.2492556}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/asunam/ZhangDCXCALC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cidm/MousaviDRR13, author = {Azadeh Mousavi and Matt Duckham and Kotagiri Ramamohanarao and Abbas Rajabifard}, title = {Spatio-temporal event detection using probabilistic graphical models (PGMs)}, booktitle = {{IEEE} Symposium on Computational Intelligence and Data Mining, {CIDM} 2013, Singapore, 16-19 April, 2013}, pages = {81--88}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/CIDM.2013.6597221}, doi = {10.1109/CIDM.2013.6597221}, timestamp = {Wed, 16 Oct 2019 14:14:50 +0200}, biburl = {https://dblp.org/rec/conf/cidm/MousaviDRR13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ZhangSLLBC13, author = {Luming Zhang and Mingli Song and Zicheng Liu and Xiao Liu and Jiajun Bu and Chun Chen}, title = {Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation}, booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013}, pages = {1908--1915}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/CVPR.2013.249}, doi = {10.1109/CVPR.2013.249}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ZhangSLLBC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecsqaru/ChoiKD13, author = {Arthur Choi and Doga Kisa and Adnan Darwiche}, editor = {Linda C. van der Gaag}, title = {Compiling Probabilistic Graphical Models Using Sentential Decision Diagrams}, booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 12th European Conference, {ECSQARU} 2013, Utrecht, The Netherlands, July 8-10, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7958}, pages = {121--132}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-39091-3\_11}, doi = {10.1007/978-3-642-39091-3\_11}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecsqaru/ChoiKD13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/Li13, author = {Husheng Li}, title = {Privacy Preserving distributed structure learning of probabilistic graphical models}, booktitle = {Workshops Proceedings of the Global Communications Conference, {GLOBECOM} 2013, Atlanta, GA, USA, December 9-13, 2013}, pages = {188--193}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/GLOCOMW.2013.6824984}, doi = {10.1109/GLOCOMW.2013.6824984}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/globecom/Li13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icde/LeonelliS13, author = {Manuele Leonelli and James Q. Smith}, editor = {Chee Yong Chan and Jiaheng Lu and Kjetil N{\o}rv{\aa}g and Egemen Tanin}, title = {Using graphical models and multi-attribute utility theory for probabilistic uncertainty handling in large systems, with application to the nuclear emergency management}, booktitle = {Workshops Proceedings of the 29th {IEEE} International Conference on Data Engineering, {ICDE} 2013, Brisbane, Australia, April 8-12, 2013}, pages = {181--192}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/ICDEW.2013.6547448}, doi = {10.1109/ICDEW.2013.6547448}, timestamp = {Thu, 23 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icde/LeonelliS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/RasipuramM13, author = {Ramya Rasipuram and Mathew Magimai{-}Doss}, editor = {Fr{\'{e}}d{\'{e}}ric Bimbot and Christophe Cerisara and C{\'{e}}cile Fougeron and Guillaume Gravier and Lori Lamel and Fran{\c{c}}ois Pellegrino and Pascal Perrier}, title = {Improving grapheme-based {ASR} by probabilistic lexical modeling approach}, booktitle = {{INTERSPEECH} 2013, 14th Annual Conference of the International Speech Communication Association, Lyon, France, August 25-29, 2013}, pages = {505--509}, publisher = {{ISCA}}, year = {2013}, url = {https://doi.org/10.21437/Interspeech.2013-144}, doi = {10.21437/INTERSPEECH.2013-144}, timestamp = {Fri, 23 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/RasipuramM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isbi/UlloCSBMBM13, author = {Simona Ullo and Umberto Castellani and Diego Sona and Alessio Del Bue and Alessandro Maccione and Luca Berdondini and Vittorio Murino}, title = {Neuronal network structural connectivity estimation by probabilistic features and graph heat kernels}, booktitle = {10th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings}, pages = {1054--1057}, publisher = {{IEEE}}, year = {2013}, url = {https://doi.org/10.1109/ISBI.2013.6556659}, doi = {10.1109/ISBI.2013.6556659}, timestamp = {Wed, 04 Oct 2023 17:01:25 +0200}, biburl = {https://dblp.org/rec/conf/isbi/UlloCSBMBM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MansinghkaKPT13, author = {Vikash K. Mansinghka and Tejas D. Kulkarni and Yura N. Perov and Joshua B. Tenenbaum}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {1520--1528}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/fa14d4fe2f19414de3ebd9f63d5c0169-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MansinghkaKPT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scai/MadsenKBGHJV13, author = {Anders L. Madsen and Martin Karlsen and Gary C. Barker and Ana Bel{\'{e}}n Garc{\'{\i}}a and Jeffrey Hoorfar and Frank Jensen and H{\aa}kan Vigre}, editor = {Manfred Jaeger and Thomas Dyhre Nielsen and Paolo Viappiani}, title = {A Software Package for Web Deployment of Probabilistic Graphical Models}, booktitle = {Twelfth Scandinavian Conference on Artificial Intelligence, {SCAI} 2013, Aalborg, Denmark, November 20-22, 2013}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {257}, pages = {175--184}, publisher = {{IOS} Press}, year = {2013}, url = {https://doi.org/10.3233/978-1-61499-330-8-175}, doi = {10.3233/978-1-61499-330-8-175}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/scai/MadsenKBGHJV13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sp/IdikaVP13, author = {Nwokedi C. Idika and Mayank Varia and Harry Phan}, title = {The Probabilistic Provenance Graph}, booktitle = {2013 {IEEE} Symposium on Security and Privacy Workshops, San Francisco, CA, USA, May 23-24, 2013}, pages = {34--41}, publisher = {{IEEE} Computer Society}, year = {2013}, url = {https://doi.org/10.1109/SPW.2013.27}, doi = {10.1109/SPW.2013.27}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sp/IdikaVP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/HassanlouST13, author = {Nasrin Hassanlou and Maryam Shoaran and Alex Thomo}, editor = {Jianyong Wang and Hui Xiong and Yoshiharu Ishikawa and Jianliang Xu and Junfeng Zhou}, title = {Probabilistic Graph Summarization}, booktitle = {Web-Age Information Management - 14th International Conference, {WAIM} 2013, Beidaihe, China, June 14-16, 2013. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7923}, pages = {545--556}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-642-38562-9\_55}, doi = {10.1007/978-3-642-38562-9\_55}, timestamp = {Thu, 28 Jan 2021 11:41:18 +0100}, biburl = {https://dblp.org/rec/conf/waim/HassanlouST13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FerniqueDG13, author = {Pierre Fernique and Jean{-}Baptiste Durand and Yann Gu{\'{e}}don}, title = {Parametric Modelling of Multivariate Count Data Using Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1312.4479}, year = {2013}, url = {http://arxiv.org/abs/1312.4479}, eprinttype = {arXiv}, eprint = {1312.4479}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/FerniqueDG13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GagarinZ13, author = {Andrei Gagarin and Vadim E. Zverovich}, title = {The probabilistic approach to limited packings in graphs}, journal = {CoRR}, volume = {abs/1311.1707}, year = {2013}, url = {http://arxiv.org/abs/1311.1707}, eprinttype = {arXiv}, eprint = {1311.1707}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GagarinZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/KumarB13a, author = {K. S. Sesh Kumar and Francis R. Bach}, title = {Maximizing submodular functions using probabilistic graphical models}, journal = {CoRR}, volume = {abs/1309.2593}, year = {2013}, url = {http://arxiv.org/abs/1309.2593}, eprinttype = {arXiv}, eprint = {1309.2593}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/KumarB13a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MahaniS13, author = {Alireza S. Mahani and Mansour T. A. Sharabiani}, title = {{SIMD} Parallel Gibbs Sampling of Probabilistic Directed Acyclic Graphs}, journal = {CoRR}, volume = {abs/1310.1537}, year = {2013}, url = {http://arxiv.org/abs/1310.1537}, eprinttype = {arXiv}, eprint = {1310.1537}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MahaniS13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/MansinghkaKPT13, author = {Vikash K. Mansinghka and Tejas D. Kulkarni and Yura N. Perov and Joshua B. Tenenbaum}, title = {Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs}, journal = {CoRR}, volume = {abs/1307.0060}, year = {2013}, url = {http://arxiv.org/abs/1307.0060}, eprinttype = {arXiv}, eprint = {1307.0060}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/MansinghkaKPT13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Torti12, author = {Lionel Torti}, title = {Structured probabilistic inference in object-oriented probabilistic graphical models. (Inf{\'{e}}rence probabiliste structur{\'{e}}e dans les mod{\`{e}}les graphiques probabilistes orient{\'{e}}s-objet)}, school = {Pierre and Marie Curie University, Paris, France}, year = {2012}, url = {https://tel.archives-ouvertes.fr/tel-01412932}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Torti12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/appml/TianL12, author = {Fang Tian and Zi{-}Long Liu}, title = {Simple probabilistic analysis to generalize bottleneck graph multi-partitioning}, journal = {Appl. Math. Lett.}, volume = {25}, number = {12}, pages = {2040--2046}, year = {2012}, url = {https://doi.org/10.1016/j.aml.2012.04.015}, doi = {10.1016/J.AML.2012.04.015}, timestamp = {Fri, 30 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/appml/TianL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/MouradSL12, author = {Rapha{\"{e}}l Mourad and Christine Sinoquet and Philippe Leray}, title = {Probabilistic graphical models for genetic association studies}, journal = {Briefings Bioinform.}, volume = {13}, number = {1}, pages = {20--33}, year = {2012}, url = {https://doi.org/10.1093/bib/bbr015}, doi = {10.1093/BIB/BBR015}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/MouradSL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cgf/PetzPH12, author = {Christoph Petz and Kai P{\"{o}}thkow and Hans{-}Christian Hege}, title = {Probabilistic Local Features in Uncertain Vector Fields with Spatial Correlation}, journal = {Comput. Graph. Forum}, volume = {31}, number = {3pt2}, pages = {1045--1054}, year = {2012}, url = {https://doi.org/10.1111/j.1467-8659.2012.03097.x}, doi = {10.1111/J.1467-8659.2012.03097.X}, timestamp = {Fri, 29 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cgf/PetzPH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/cmig/PerperidisBJC12, author = {Dimitrios Perperidis and Elizabeth Bucholz and G. Allan Johnson and Christakis Constantinides}, title = {Morphological studies of the murine heart based on probabilistic and statistical atlases}, journal = {Comput. Medical Imaging Graph.}, volume = {36}, number = {2}, pages = {119--129}, year = {2012}, url = {https://doi.org/10.1016/j.compmedimag.2011.07.001}, doi = {10.1016/J.COMPMEDIMAG.2011.07.001}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/cmig/PerperidisBJC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/dss/Chen12, author = {Lin{-}Chih Chen}, title = {Building a term suggestion and ranking system based on a probabilistic analysis model and a semantic analysis graph}, journal = {Decis. Support Syst.}, volume = {53}, number = {1}, pages = {257--266}, year = {2012}, url = {https://doi.org/10.1016/j.dss.2012.02.001}, doi = {10.1016/J.DSS.2012.02.001}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/dss/Chen12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ficn/RuckertNTM13, author = {Elmar A. R{\"{u}}ckert and Gerhard Neumann and Marc Toussaint and Wolfgang Maass}, title = {Learned graphical models for probabilistic planning provide a new class of movement primitives}, journal = {Frontiers Comput. Neurosci.}, volume = {6}, pages = {97}, year = {2012}, url = {https://doi.org/10.3389/fncom.2012.00097}, doi = {10.3389/FNCOM.2012.00097}, timestamp = {Sat, 23 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ficn/RuckertNTM13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/heuristics/LarranagaKBS12, author = {Pedro Larra{\~{n}}aga and Hossein Karshenas and Concha Bielza and Roberto Santana}, title = {A review on probabilistic graphical models in evolutionary computation}, journal = {J. Heuristics}, volume = {18}, number = {5}, pages = {795--819}, year = {2012}, url = {https://doi.org/10.1007/s10732-012-9208-4}, doi = {10.1007/S10732-012-9208-4}, timestamp = {Wed, 12 Apr 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/heuristics/LarranagaKBS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/NielsenGS12, author = {Jens Dalgaard Nielsen and Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Modelling and inference with Conditional Gaussian Probabilistic Decision Graphs}, journal = {Int. J. Approx. Reason.}, volume = {53}, number = {7}, pages = {929--945}, year = {2012}, url = {https://doi.org/10.1016/j.ijar.2011.09.005}, doi = {10.1016/J.IJAR.2011.09.005}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/NielsenGS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/RoosMJ12, author = {Teemu Roos and Petri Myllym{\"{a}}ki and Tommi S. Jaakkola}, title = {Special Issue on the Fifth European Workshop on Probabilistic Graphical Models {(PGM-2010)}}, journal = {Int. J. Approx. Reason.}, volume = {53}, number = {9}, pages = {1303--1304}, year = {2012}, url = {https://doi.org/10.1016/j.ijar.2012.08.008}, doi = {10.1016/J.IJAR.2012.08.008}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/RoosMJ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijcisys/ZhaoM12, author = {Anping Zhao and Yan Ma}, title = {Constructing Service Semantic Link Network Based on the Probabilistic Graphical Model}, journal = {Int. J. Comput. Intell. Syst.}, volume = {5}, number = {6}, pages = {1040--1051}, year = {2012}, url = {https://doi.org/10.1080/18756891.2012.747660}, doi = {10.1080/18756891.2012.747660}, timestamp = {Tue, 16 Oct 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijcisys/ZhaoM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijnc/Yamashita12, author = {Masafumi Yamashita}, title = {Probabilistic Self-Stabilization and Biased Random Walks on Dynamic Graphs}, journal = {Int. J. Netw. Comput.}, volume = {2}, number = {2}, pages = {147--159}, year = {2012}, url = {http://www.ijnc.org/index.php/ijnc/article/view/40}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijnc/Yamashita12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijon/LiuZZY12, author = {Lu Liu and Feida Zhu and Lei Zhang and Shiqiang Yang}, title = {A probabilistic graphical model for topic and preference discovery on social media}, journal = {Neurocomputing}, volume = {95}, pages = {78--88}, year = {2012}, url = {https://doi.org/10.1016/j.neucom.2011.05.039}, doi = {10.1016/J.NEUCOM.2011.05.039}, timestamp = {Sun, 19 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/LiuZZY12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jece/VenkateshSK12, author = {S. Venkatesh and S. Gopal Srinivasan and Kannan Krithivasan}, title = {Effectiveness of Partition and Graph Theoretic Clustering Algorithms for Multiple Source Partial Discharge Pattern Classification Using Probabilistic Neural Network and Its Adaptive Version: {A} Critique Based on Experimental Studies}, journal = {J. Electr. Comput. Eng.}, volume = {2012}, pages = {479696:1--479696:19}, year = {2012}, url = {https://doi.org/10.1155/2012/479696}, doi = {10.1155/2012/479696}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jece/VenkateshSK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/lgrs/FreyBS12, author = {Daniel Frey and Matthias Butenuth and Daniel Straub}, title = {Probabilistic Graphical Models for Flood State Detection of Roads Combining Imagery and {DEM}}, journal = {{IEEE} Geosci. Remote. Sens. Lett.}, volume = {9}, number = {6}, pages = {1051--1055}, year = {2012}, url = {https://doi.org/10.1109/LGRS.2012.2188881}, doi = {10.1109/LGRS.2012.2188881}, timestamp = {Fri, 19 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/lgrs/FreyBS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pnas/PellHCHTB12, author = {Jason Pell and Arend Hintze and Rosangela Canino{-}Koning and Adina Howe and James M. Tiedje and C. Titus Brown}, title = {Scaling metagenome sequence assembly with probabilistic de Bruijn graphs}, journal = {Proc. Natl. Acad. Sci. {USA}}, volume = {109}, number = {33}, pages = {13272--13277}, year = {2012}, url = {https://doi.org/10.1073/pnas.1121464109}, doi = {10.1073/PNAS.1121464109}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pnas/PellHCHTB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/YuanWCW12, author = {Ye Yuan and Guoren Wang and Lei Chen and Haixun Wang}, title = {Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases}, journal = {Proc. {VLDB} Endow.}, volume = {5}, number = {9}, pages = {800--811}, year = {2012}, url = {http://vldb.org/pvldb/vol5/p800\_yeyuan\_vldb2012.pdf}, doi = {10.14778/2311906.2311908}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/YuanWCW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tgrs/UnsalanS12, author = {Cem {\"{U}}nsalan and Beril Sirma{\c{c}}ek}, title = {Road Network Detection Using Probabilistic and Graph Theoretical Methods}, journal = {{IEEE} Trans. Geosci. Remote. Sens.}, volume = {50}, number = {11}, pages = {4441--4453}, year = {2012}, url = {https://doi.org/10.1109/TGRS.2012.2190078}, doi = {10.1109/TGRS.2012.2190078}, timestamp = {Tue, 12 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tgrs/UnsalanS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tog/KalogerakisCKK12, author = {Evangelos Kalogerakis and Siddhartha Chaudhuri and Daphne Koller and Vladlen Koltun}, title = {A probabilistic model for component-based shape synthesis}, journal = {{ACM} Trans. Graph.}, volume = {31}, number = {4}, pages = {55:1--55:11}, year = {2012}, url = {https://doi.org/10.1145/2185520.2185551}, doi = {10.1145/2185520.2185551}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tog/KalogerakisCKK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/urban/RohdeC12, author = {David Rohde and Jonathan Corcoran}, title = {Graphical tools for conditional probabilistic exploration of multivariate spatial datasets}, journal = {Comput. Environ. Urban Syst.}, volume = {36}, number = {5}, pages = {359--370}, year = {2012}, url = {https://doi.org/10.1016/j.compenvurbsys.2012.03.003}, doi = {10.1016/J.COMPENVURBSYS.2012.03.003}, timestamp = {Tue, 25 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/urban/RohdeC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vldb/LiZG12, author = {Jianzhong Li and Zhaonian Zou and Hong Gao}, title = {Mining frequent subgraphs over uncertain graph databases under probabilistic semantics}, journal = {{VLDB} J.}, volume = {21}, number = {6}, pages = {753--777}, year = {2012}, url = {https://doi.org/10.1007/s00778-012-0268-8}, doi = {10.1007/S00778-012-0268-8}, timestamp = {Mon, 31 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vldb/LiZG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/accv/LeeHK12, author = {Hansang Lee and Helen Hong and Junmo Kim}, editor = {Kyoung Mu Lee and Yasuyuki Matsushita and James M. Rehg and Zhanyi Hu}, title = {Anterior Cruciate Ligament Segmentation from Knee {MR} Images Using Graph Cuts with Geometric and Probabilistic Shape Constraints}, booktitle = {Computer Vision - {ACCV} 2012, 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7725}, pages = {305--315}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-37444-9\_24}, doi = {10.1007/978-3-642-37444-9\_24}, timestamp = {Sun, 28 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/accv/LeeHK12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/annpr/BonginiT12, author = {Marco Bongini and Edmondo Trentin}, editor = {Nadia Mana and Friedhelm Schwenker and Edmondo Trentin}, title = {Towards a Novel Probabilistic Graphical Model of Sequential Data: {A} Solution to the Problem of Structure Learning and an Empirical Evaluation}, booktitle = {Artificial Neural Networks in Pattern Recognition - 5th {INNS} {IAPR} {TC} 3 {GIRPR} Workshop, {ANNPR} 2012, Trento, Italy, September 17-19, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7477}, pages = {82--92}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33212-8\_8}, doi = {10.1007/978-3-642-33212-8\_8}, timestamp = {Tue, 14 May 2019 10:00:39 +0200}, biburl = {https://dblp.org/rec/conf/annpr/BonginiT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/annpr/TrentinB12, author = {Edmondo Trentin and Marco Bongini}, editor = {Nadia Mana and Friedhelm Schwenker and Edmondo Trentin}, title = {Towards a Novel Probabilistic Graphical Model of Sequential Data: Fundamental Notions and a Solution to the Problem of Parameter Learning}, booktitle = {Artificial Neural Networks in Pattern Recognition - 5th {INNS} {IAPR} {TC} 3 {GIRPR} Workshop, {ANNPR} 2012, Trento, Italy, September 17-19, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7477}, pages = {72--81}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33212-8\_7}, doi = {10.1007/978-3-642-33212-8\_7}, timestamp = {Tue, 26 Jun 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/annpr/TrentinB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bmvc/BudvytisBC12, author = {Ignas Budvytis and Vijay Badrinarayanan and Roberto Cipolla}, editor = {Richard Bowden and John P. Collomosse and Krystian Mikolajczyk}, title = {MoT - Mixture of Trees Probabilistic Graphical Model for Video Segmentation}, booktitle = {British Machine Vision Conference, {BMVC} 2012, Surrey, UK, September 3-7, 2012}, pages = {1--11}, publisher = {{BMVA} Press}, year = {2012}, url = {https://doi.org/10.5244/C.26.72}, doi = {10.5244/C.26.72}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/bmvc/BudvytisBC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/caise/Zitnik12, author = {Slavko Zitnik}, editor = {Isabelle Mirbel and Barbara Pernici}, title = {Collective Ontology-based Information Extraction using Probabilistic Graphical Models}, booktitle = {Proceedings of CAiSE 2012 Doctoral Consortium, Gdansk, Poland, June 26, 2012}, series = {{CEUR} Workshop Proceedings}, volume = {863}, publisher = {CEUR-WS.org}, year = {2012}, url = {https://ceur-ws.org/Vol-863/paper1.pdf}, timestamp = {Fri, 10 Mar 2023 16:22:34 +0100}, biburl = {https://dblp.org/rec/conf/caise/Zitnik12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/EmrichKNRSZ12, author = {Tobias Emrich and Hans{-}Peter Kriegel and Johannes Niedermayer and Matthias Renz and Andr{\'{e}} Suhartha and Andreas Z{\"{u}}fle}, editor = {Xue{-}wen Chen and Guy Lebanon and Haixun Wang and Mohammed J. Zaki}, title = {Exploration of monte-carlo based probabilistic query processing in uncertain graphs}, booktitle = {21st {ACM} International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012}, pages = {2728--2730}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2396761.2398742}, doi = {10.1145/2396761.2398742}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cikm/EmrichKNRSZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ChoL12, author = {Minsu Cho and Kyoung Mu Lee}, title = {Progressive graph matching: Making a move of graphs via probabilistic voting}, booktitle = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012}, pages = {398--405}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://doi.org/10.1109/CVPR.2012.6247701}, doi = {10.1109/CVPR.2012.6247701}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/cvpr/ChoL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecai/CoomanBC12, author = {Gert de Cooman and Jasper De Bock and Arthur Van Camp}, editor = {Luc De Raedt and Christian Bessiere and Didier Dubois and Patrick Doherty and Paolo Frasconi and Fredrik Heintz and Peter J. F. Lucas}, title = {Recent advances in imprecise-probabilistic graphical models}, booktitle = {{ECAI} 2012 - 20th European Conference on Artificial Intelligence. Including Prestigious Applications of Artificial Intelligence {(PAIS-2012)} System Demonstrations Track, Montpellier, France, August 27-31 , 2012}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {242}, pages = {27--32}, publisher = {{IOS} Press}, year = {2012}, url = {https://doi.org/10.3233/978-1-61499-098-7-27}, doi = {10.3233/978-1-61499-098-7-27}, timestamp = {Mon, 19 Jun 2023 16:36:09 +0200}, biburl = {https://dblp.org/rec/conf/ecai/CoomanBC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/edbt/CuzzocreaS12, author = {Alfredo Cuzzocrea and Paolo Serafino}, editor = {Divesh Srivastava and Ismail Ari}, title = {Probabilistic pattern queries over complex probabilistic graphs}, booktitle = {Proceedings of the 2012 Joint {EDBT/ICDT} Workshops, Berlin, Germany, March 30, 2012}, pages = {131--135}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2320765.2320807}, doi = {10.1145/2320765.2320807}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/edbt/CuzzocreaS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/AuslanderGA12, author = {Bryan Auslander and Kalyan Moy Gupta and David William Aha}, editor = {G. Michael Youngblood and Philip M. McCarthy}, title = {Maritime Threat Detection Using Probabilistic Graphical Models}, booktitle = {Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, Marco Island, Florida, USA, May 23-25, 2012}, publisher = {{AAAI} Press}, year = {2012}, url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS12/paper/view/4380}, timestamp = {Wed, 26 Oct 2022 08:35:17 +0200}, biburl = {https://dblp.org/rec/conf/flairs/AuslanderGA12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/gg/KrauseG12, author = {Christian Krause and Holger Giese}, editor = {Hartmut Ehrig and Gregor Engels and Hans{-}J{\"{o}}rg Kreowski and Grzegorz Rozenberg}, title = {Probabilistic Graph Transformation Systems}, booktitle = {Graph Transformations - 6th International Conference, {ICGT} 2012, Bremen, Germany, September 24-29, 2012. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7562}, pages = {311--325}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-33654-6\_21}, doi = {10.1007/978-3-642-33654-6\_21}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/gg/KrauseG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/CrandallFP12, author = {David J. Crandall and Geoffrey Charles Fox and John Paden}, title = {Layer-finding in radar echograms using probabilistic graphical models}, booktitle = {Proceedings of the 21st International Conference on Pattern Recognition, {ICPR} 2012, Tsukuba, Japan, November 11-15, 2012}, pages = {1530--1533}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6460434/}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/CrandallFP12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/GhoseMOMLFVCSM12a, author = {Soumya Ghose and Jhimli Mitra and Arnau Oliver and Robert Marti and Xavier Llad{\'{o}} and Jordi Freixenet and Joan Carles Vilanova and Josep Comet and Desire Sidib{\'{e}} and Fabrice M{\'{e}}riaudeau}, title = {Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in {MRI}}, booktitle = {Proceedings of the 21st International Conference on Pattern Recognition, {ICPR} 2012, Tsukuba, Japan, November 11-15, 2012}, pages = {125--128}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6460088/}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/GhoseMOMLFVCSM12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/HanWHBR12, author = {Lin Han and Richard C. Wilson and Edwin R. Hancock and Lu Bai and Peng Ren}, title = {Sampling graphs from a probabilistic generative model}, booktitle = {Proceedings of the 21st International Conference on Pattern Recognition, {ICPR} 2012, Tsukuba, Japan, November 11-15, 2012}, pages = {1643--1646}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6460462/}, timestamp = {Tue, 10 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/HanWHBR12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpr/LiuLS12, author = {Li Liu and Yue Lu and Ching Y. Suen}, title = {Document image matching using probabilistic graphical models}, booktitle = {Proceedings of the 21st International Conference on Pattern Recognition, {ICPR} 2012, Tsukuba, Japan, November 11-15, 2012}, pages = {637--640}, publisher = {{IEEE} Computer Society}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6460215/}, timestamp = {Wed, 24 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icpr/LiuLS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/intenv/Sucar12, author = {Luis Enrique Sucar}, title = {Probabilistic Graphical Models and Their Applications in Intelligent Environments}, booktitle = {2012 Eighth International Conference on Intelligent Environments, Guanajuato, Mexico, June 26-29, 2012}, pages = {11--15}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/IE.2012.66}, doi = {10.1109/IE.2012.66}, timestamp = {Wed, 16 Oct 2019 14:14:53 +0200}, biburl = {https://dblp.org/rec/conf/intenv/Sucar12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isita/YanoW12, author = {Akiyuki Yano and Tadashi Wadayama}, title = {Probabilistic analysis of the network reliability problem on a random graph ensemble}, booktitle = {Proceedings of the International Symposium on Information Theory and its Applications, {ISITA} 2012, Honolulu, HI, USA, October 28-31, 2012}, pages = {327--331}, publisher = {{IEEE}}, year = {2012}, url = {https://ieeexplore.ieee.org/document/6400947/}, timestamp = {Wed, 11 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isita/YanoW12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/lrec/VargaPC12, author = {Andrea Varga and Daniel Preotiuc{-}Pietro and Fabio Ciravegna}, editor = {Nicoletta Calzolari and Khalid Choukri and Thierry Declerck and Mehmet Ugur Dogan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis}, title = {Unsupervised document zone identification using probabilistic graphical models}, booktitle = {Proceedings of the Eighth International Conference on Language Resources and Evaluation, {LREC} 2012, Istanbul, Turkey, May 23-25, 2012}, pages = {1610--1617}, publisher = {European Language Resources Association {(ELRA)}}, year = {2012}, url = {http://www.lrec-conf.org/proceedings/lrec2012/summaries/881.html}, timestamp = {Mon, 19 Aug 2019 14:40:54 +0200}, biburl = {https://dblp.org/rec/conf/lrec/VargaPC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mir/SafariM12, author = {Mohammad Ali Safari and Majid Mohammadbeigi}, editor = {John Mantas and Stig Kj{\ae}r Andersen and Maria Christina Mazzoleni and Bernd Blobel and Silvana Quaglini and Anne Moen}, title = {Probabilistic Graphical Models for Effective Connectivity Extraction in the Brain Using fMRI Data}, booktitle = {Quality of Life through Quality of Information - Proceedings of MIE2012, The XXIVth International Congress of the European Federation for Medical Informatics, Pisa, Italy, August 26-29, 2012}, series = {Studies in Health Technology and Informatics}, volume = {180}, pages = {133--137}, publisher = {{IOS} Press}, year = {2012}, url = {https://doi.org/10.3233/978-1-61499-101-4-133}, doi = {10.3233/978-1-61499-101-4-133}, timestamp = {Wed, 03 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mir/SafariM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/CirujedaB12, author = {Pol Cirujeda and Xavier Binefa}, editor = {Ling Shao and Caifeng Shan and Minoru Etoh}, title = {Augmented poselets for human body pose inference by a probabilistic graphical model}, booktitle = {Proceedings of the 2nd {ACM} international workshop on Interactive multimedia on mobile and portable devices, IMMPD@ACM Multimedia 2012, Nara, Japan, November 2, 2012}, pages = {17--22}, publisher = {{ACM}}, year = {2012}, url = {https://doi.org/10.1145/2390821.2390827}, doi = {10.1145/2390821.2390827}, timestamp = {Thu, 14 Oct 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/mm/CirujedaB12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pkdd/TarantoME12, author = {Claudio Taranto and Nicola Di Mauro and Floriana Esposito}, editor = {Annalisa Appice and Michelangelo Ceci and Corrado Loglisci and Giuseppe Manco and Elio Masciari and Zbigniew W. Ras}, title = {Learning in Probabilistic Graphs Exploiting Language-Constrained Patterns}, booktitle = {New Frontiers in Mining Complex Patterns - First International Workshop, {NFMCP} 2012, Held in Conjunction with {ECML/PKDD} 2012, Bristol, UK, September 24, 2012, Revised Selected Papers}, series = {Lecture Notes in Computer Science}, volume = {7765}, pages = {155--169}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-37382-4\_11}, doi = {10.1007/978-3-642-37382-4\_11}, timestamp = {Thu, 05 Dec 2019 17:07:16 +0100}, biburl = {https://dblp.org/rec/conf/pkdd/TarantoME12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sdm/ZhouSBS12, author = {Tinghui Zhou and Hanhuai Shan and Arindam Banerjee and Guillermo Sapiro}, title = {Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information}, booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data Mining, Anaheim, California, USA, April 26-28, 2012}, pages = {403--414}, publisher = {{SIAM} / Omnipress}, year = {2012}, url = {https://doi.org/10.1137/1.9781611972825.35}, doi = {10.1137/1.9781611972825.35}, timestamp = {Fri, 29 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/sdm/ZhouSBS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semweb/MemoryKBRG12, author = {Alex Memory and Angelika Kimmig and Stephen H. Bach and Louiqa Raschid and Lise Getoor}, editor = {Fernando Bobillo and Rommel N. Carvalho and Paulo Cesar G. da Costa and Claudia d'Amato and Nicola Fanizzi and Kathryn B. Laskey and Kenneth J. Laskey and Thomas Lukasiewicz and Trevor Martin and Matthias Nickles and Michael Pool}, title = {Graph Summarization in Annotated Data Using Probabilistic Soft Logic}, booktitle = {Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, Boston, USA, November 11, 2012}, series = {{CEUR} Workshop Proceedings}, volume = {900}, pages = {75--86}, publisher = {CEUR-WS.org}, year = {2012}, url = {https://ceur-ws.org/Vol-900/paper7.pdf}, timestamp = {Fri, 10 Mar 2023 16:23:08 +0100}, biburl = {https://dblp.org/rec/conf/semweb/MemoryKBRG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/smc/CuzzocreaS12, author = {Alfredo Cuzzocrea and Paolo Serafino}, title = {A reachability-based theoretical framework for modeling and querying complex probabilistic graph data}, booktitle = {Proceedings of the {IEEE} International Conference on Systems, Man, and Cybernetics, {SMC} 2012, Seoul, Korea (South), October 14-17, 2012}, pages = {1177--1184}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/ICSMC.2012.6377891}, doi = {10.1109/ICSMC.2012.6377891}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/smc/CuzzocreaS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ssp/PeleatoAC12a, author = {Borja Peleato and Rajiv Agarwal and John M. Cioffi}, title = {Probabilistic graphical model for flash memory programming}, booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor, MI, USA, August 5-8, 2012}, pages = {788--791}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/SSP.2012.6319823}, doi = {10.1109/SSP.2012.6319823}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ssp/PeleatoAC12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wcci/ShimT12, author = {Vui Ann Shim and Kay Chen Tan}, editor = {Jing Liu and Cesare Alippi and Bernadette Bouchon{-}Meunier and Garrison W. Greenwood and Hussein A. Abbass}, title = {Probabilistic Graphical Approaches for Learning, Modeling, and Sampling in Evolutionary Multi-objective Optimization}, booktitle = {Advances in Computational Intelligence - {IEEE} World Congress on Computational Intelligence, {WCCI} 2012, Brisbane, Australia, June 10-15, 2012. Plenary/Invited Lectures}, series = {Lecture Notes in Computer Science}, volume = {7311}, pages = {122--144}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-30687-7\_7}, doi = {10.1007/978-3-642-30687-7\_7}, timestamp = {Tue, 14 May 2019 10:00:53 +0200}, biburl = {https://dblp.org/rec/conf/wcci/ShimT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/LangohrT12, author = {Laura Langohr and Hannu Toivonen}, editor = {Michael R. Berthold}, title = {Finding Representative Nodes in Probabilistic Graphs}, booktitle = {Bisociative Knowledge Discovery - An Introduction to Concept, Algorithms, Tools, and Applications}, series = {Lecture Notes in Computer Science}, volume = {7250}, pages = {218--229}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-31830-6\_15}, doi = {10.1007/978-3-642-31830-6\_15}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/LangohrT12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1201-3985, author = {A. Askarunisa and T. Manju and B. Giri Babu}, title = {Fault Localization for Java Programs using Probabilistic Program Dependence Graph}, journal = {CoRR}, volume = {abs/1201.3985}, year = {2012}, url = {http://arxiv.org/abs/1201.3985}, eprinttype = {arXiv}, eprint = {1201.3985}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1201-3985.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1202-3733, author = {Jean Honorio}, title = {Lipschitz Parametrization of Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1202.3733}, year = {2012}, url = {http://arxiv.org/abs/1202.3733}, eprinttype = {arXiv}, eprint = {1202.3733}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1202-3733.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-5367, author = {Claudio Taranto and Nicola Di Mauro and Floriana Esposito}, title = {Language-Constraint Reachability Learning in Probabilistic Graphs}, journal = {CoRR}, volume = {abs/1205.5367}, year = {2012}, url = {http://arxiv.org/abs/1205.5367}, eprinttype = {arXiv}, eprint = {1205.5367}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-5367.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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