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@article{DBLP:journals/algorithms/ChuuNBP24, author = {Eric Chuu and Yabo Niu and Anirban Bhattacharya and Debdeep Pati}, title = {EPSOM-Hyb: {A} General Purpose Estimator of Log-Marginal Likelihoods with Applications in Probabilistic Graphical Models}, journal = {Algorithms}, volume = {17}, number = {5}, pages = {213}, year = {2024}, url = {https://doi.org/10.3390/a17050213}, doi = {10.3390/A17050213}, timestamp = {Thu, 04 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/algorithms/ChuuNBP24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/entropy/SunGQZXHSJ24, author = {Xuan Sun and Jianyuan Guo and Yong Qin and Xuanchuan Zheng and Shifeng Xiong and Jie He and Qi Sun and Limin Jia}, title = {A Spatiotemporal Probabilistic Graphical Model Based on Adaptive Expectation-Maximization Attention for Individual Trajectory Reconstruction Considering Incomplete Observations}, journal = {Entropy}, volume = {26}, number = {5}, pages = {388}, year = {2024}, url = {https://doi.org/10.3390/e26050388}, doi = {10.3390/E26050388}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/entropy/SunGQZXHSJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/infsof/MaierSGM24, 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 = {Inf. Softw. Technol.}, volume = {174}, pages = {107520}, year = {2024}, url = {https://doi.org/10.1016/j.infsof.2024.107520}, doi = {10.1016/J.INFSOF.2024.107520}, timestamp = {Thu, 22 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/infsof/MaierSGM24.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/eucnc/TercasSHJ24, author = {Leonardo Ter{\c{c}}as and Rafaela Schroeder and Jiguang He and Markku J. Juntti}, title = {Indoor Positioning with Probabilistic Graphical Models in RIS-Enhanced mmWave {MIMO} Systems}, booktitle = {Joint European Conference on Networks and Communications {\&} 6G Summit, EuCNC/6G Summit 2024, Antwerp, Belgium, June 3-6, 2024}, pages = {511--516}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/EuCNC/6GSummit60053.2024.10597033}, doi = {10.1109/EUCNC/6GSUMMIT60053.2024.10597033}, timestamp = {Mon, 29 Jul 2024 21:17:00 +0200}, biburl = {https://dblp.org/rec/conf/eucnc/TercasSHJ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/flairs/Portinale24, author = {Luigi Portinale}, editor = {Soon Ae Chun and Douglas A. Talbert}, title = {An Introduction to Probabilistic Graphical Models}, booktitle = {Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, {FLAIRS} 2024, Sandestin Beach, FL, USA, May 19-21, 2024}, publisher = {{AAAI} Press}, year = {2024}, url = {https://doi.org/10.32473/flairs.37.1.135577}, doi = {10.32473/FLAIRS.37.1.135577}, timestamp = {Sun, 06 Oct 2024 21:01:48 +0200}, biburl = {https://dblp.org/rec/conf/flairs/Portinale24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/PastorinoMGSZ24, author = {Martina Pastorino and Gabriele Moser and Fabien Guerra and Sebastiano B. Serpico and Josiane Zerubia}, title = {A Multiresolution Fusion Framework based on Probabilistic Graphical Modeling for Burnt Zones Mapping from Satellite and {UAV} Imagery}, booktitle = {{IGARSS} 2024 - 2024 {IEEE} International Geoscience and Remote Sensing Symposium, Athens, Greece, July 7-12, 2024}, pages = {7919--7923}, publisher = {{IEEE}}, year = {2024}, url = {https://doi.org/10.1109/IGARSS53475.2024.10641389}, doi = {10.1109/IGARSS53475.2024.10641389}, timestamp = {Thu, 26 Sep 2024 12:36:11 +0200}, biburl = {https://dblp.org/rec/conf/igarss/PastorinoMGSZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/issta/MaTGSL24, author = {Yunlong Ma and Wentong Tian and Xiang Gao and Hailong Sun and Li Li}, editor = {Maria Christakis and Michael Pradel}, title = {{API} Misuse Detection via Probabilistic Graphical Model}, booktitle = {Proceedings of the 33rd {ACM} {SIGSOFT} International Symposium on Software Testing and Analysis, {ISSTA} 2024, Vienna, Austria, September 16-20, 2024}, pages = {88--99}, publisher = {{ACM}}, year = {2024}, url = {https://doi.org/10.1145/3650212.3652112}, doi = {10.1145/3650212.3652112}, timestamp = {Mon, 07 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/issta/MaTGSL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/usenix/JiangWMM24, author = {Jiantong Jiang and Zeyi Wen and Atif Bin Mansoor and Ajmal Mian}, editor = {Saurabh Bagchi and Yiying Zhang}, title = {Fast Inference for Probabilistic Graphical Models}, booktitle = {Proceedings of the 2024 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2024, Santa Clara, CA, USA, July 10-12, 2024}, pages = {95--110}, publisher = {{USENIX} Association}, year = {2024}, url = {https://www.usenix.org/conference/atc24/presentation/jiang}, timestamp = {Tue, 16 Jul 2024 16:40:36 +0200}, biburl = {https://dblp.org/rec/conf/usenix/JiangWMM24.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-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-2404-11606, author = {Shivvrat Arya and Tahrima Rahman and Vibhav Gogate}, title = {Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/2404.11606}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2404.11606}, doi = {10.48550/ARXIV.2404.11606}, eprinttype = {arXiv}, eprint = {2404.11606}, timestamp = {Wed, 22 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2404-11606.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2405-15605, author = {Jiantong Jiang and Zeyi Wen and Peiyu Yang and Atif Bin Mansoor and Ajmal Mian}, title = {Fast-PGM: Fast Probabilistic Graphical Model Learning and Inference}, journal = {CoRR}, volume = {abs/2405.15605}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2405.15605}, doi = {10.48550/ARXIV.2405.15605}, eprinttype = {arXiv}, eprint = {2405.15605}, timestamp = {Wed, 19 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2405-15605.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2406-05516, author = {Hengguan Huang and Xing Shen and Songtao Wang and Dianbo Liu and Hao Wang}, title = {Verbalized Probabilistic Graphical Modeling with Large Language Models}, journal = {CoRR}, volume = {abs/2406.05516}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.05516}, doi = {10.48550/ARXIV.2406.05516}, eprinttype = {arXiv}, eprint = {2406.05516}, timestamp = {Fri, 23 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-05516.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-06000, author = {Mia Sandra Nicole Siemon and Thomas B. Moeslund and Barry Norton and Kamal Nasrollahi}, title = {Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified}, journal = {CoRR}, volume = {abs/2407.06000}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.06000}, doi = {10.48550/ARXIV.2407.06000}, eprinttype = {arXiv}, eprint = {2407.06000}, timestamp = {Mon, 12 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-06000.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2408-04499, author = {Haowen Wan and Qianqian Yang and Jiancheng Tang and Zhiguo Shi}, title = {Knowledge-Aided Semantic Communication Leveraging Probabilistic Graphical Modeling}, journal = {CoRR}, volume = {abs/2408.04499}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2408.04499}, doi = {10.48550/ARXIV.2408.04499}, eprinttype = {arXiv}, eprint = {2408.04499}, timestamp = {Fri, 13 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2408-04499.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} }
@phdthesis{DBLP:phd/us/AlHajri23, author = {Mohamed I. AlHajri}, title = {Constrained Information Exchange Message Passing Algorithm in Probabilistic Graphical Models}, school = {MIT, {USA}}, year = {2023}, url = {https://hdl.handle.net/1721.1/152695}, timestamp = {Wed, 28 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/AlHajri23.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/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} }
@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/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/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} }
@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-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-2305-17583, 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-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-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} }
@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/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/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 = {Sat, 08 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/cbm/Hernandez-Gonzalez22.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/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/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/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/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/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/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} }
@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/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/ic3k/Kruse22, author = {Rudolf Kruse}, editor = {Frans Coenen and Ana 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, 13 Aug 2024 14:18:08 +0200}, biburl = {https://dblp.org/rec/conf/ic3k/Kruse22.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 = {Sun, 04 Aug 2024 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 = {Tue, 15 Oct 2024 16:43:28 +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/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} }
@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 16:25:10 +0200}, biburl = {https://dblp.org/rec/books/acm/22/MohanP22.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-2201-07474, 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-2202-12916, 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-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-2208-11940, 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} }
@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/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/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/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/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/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 = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tit/HaaslerSZKC21.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/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/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 = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eusipco/PastorinoMSZ21.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/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/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, 21 Aug 2024 22:46:00 +0200}, biburl = {https://dblp.org/rec/conf/innovations/Feng0SY21.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-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-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-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-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-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} }
@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/basesearch/Luo20a, author = {Zhaorui Luo}, title = {Probabilistic Graphical Models for Crowdsourcing and Turbulence}, school = {University of Arizona, Tucson, {USA}}, year = {2020}, url = {http://hdl.handle.net/10150/656830}, timestamp = {Wed, 12 Jun 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Luo20a.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/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/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/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/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} }
@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/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/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/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/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 = {Fri, 18 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/isscc/WanKEZLWD0RJWCW20.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/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} }
@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-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-2005-04879, 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-2006-08866, 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-2006-14113, 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-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-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-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 = {Wed, 24 Jul 2024 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-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} }
@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/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/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/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 = {Fri, 28 Jun 2024 01:00:00 +0200}, 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/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} }
@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/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/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 = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cdmake/SarantiTEH19.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/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/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/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 = {Tue, 15 Oct 2024 16:43:28 +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 = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ipmi/CraleyJV19.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/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 = {Sun, 06 Oct 2024 01:00:00 +0200}, 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/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 = {Sun, 22 Sep 2019 18:12:47 +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-1903-08826, 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-1906-06991, 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-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-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} }
@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/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/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/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/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} }
@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/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/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/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/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/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/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} }
@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-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-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-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-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-1811-11618, 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}, doi = {10.26190/UNSWORKS/19920}, timestamp = {Wed, 14 Aug 2024 01:00:00 +0200}, 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/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/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/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/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/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/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/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/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/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/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/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} }
@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 = {Fri, 28 Jun 2024 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/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-1710-11052, 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} }
@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/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/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/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/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/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} }
@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/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/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/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/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/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} }
@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 = {Fri, 18 Oct 2024 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/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/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/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} }
@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} }
@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/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/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/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} }
@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/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/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/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/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/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, 06 Oct 2024 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/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/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} }
@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/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/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/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/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} }
@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/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/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/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/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 = {Wed, 07 Aug 2024 10:31:55 +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/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 = {Sun, 04 Aug 2024 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/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/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/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} }
@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/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 = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/neco/SteimerD13.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/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/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} }
@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/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} }
@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/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/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/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/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/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} }
@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/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/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/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/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/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/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} }
@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-1212-0967, author = {Sameer Singh and Thore Graepel}, title = {Compiling Relational Database Schemata into Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/1212.0967}, year = {2012}, url = {http://arxiv.org/abs/1212.0967}, eprinttype = {arXiv}, eprint = {1212.0967}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-0967.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Vidal11, author = {Vincent Vidal}, title = {D{\'{e}}veloppement de mod{\`{e}}les graphiques probabilistes pour analyser et remailler les maillages triangulaires 2-vari{\'{e}}t{\'{e}}s. (Development of probabilistic graphical models to analyze and remesh 2-manifold triangular meshes)}, school = {{INSA} de Lyon, France}, year = {2011}, url = {https://tel.archives-ouvertes.fr/tel-00708530}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Vidal11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Chechetka18, author = {Anton Chechetka}, title = {Query-Specific Learning and Inference for Probabilistic Graphical Models}, school = {Carnegie Mellon University, {USA}}, year = {2011}, url = {https://doi.org/10.1184/r1/6721238.v1}, doi = {10.1184/R1/6721238.V1}, timestamp = {Wed, 27 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Chechetka18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/isrl/2011-15, author = {Antonino Freno and Edmondo Trentin}, title = {Hybrid Random Fields - {A} Scalable Approach to Structure and Parameter Learning in Probabilistic Graphical Models}, series = {Intelligent Systems Reference Library}, volume = {15}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-20308-4}, doi = {10.1007/978-3-642-20308-4}, isbn = {978-3-642-20307-7}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/isrl/2011-15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/aim/TellexKDWBTR11, author = {Stefanie Tellex and Thomas Kollar and Steven Dickerson and Matthew R. Walter and Ashis Gopal Banerjee and Seth J. Teller and Nicholas Roy}, title = {Approaching the Symbol Grounding Problem with Probabilistic Graphical Models}, journal = {{AI} Mag.}, volume = {32}, number = {4}, pages = {64--76}, year = {2011}, url = {https://doi.org/10.1609/aimag.v32i4.2384}, doi = {10.1609/AIMAG.V32I4.2384}, timestamp = {Tue, 25 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/aim/TellexKDWBTR11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/asc/LarranagaM11, author = {Pedro Larra{\~{n}}aga and Seraf{\'{\i}}n Moral}, title = {Probabilistic graphical models in artificial intelligence}, journal = {Appl. Soft Comput.}, volume = {11}, number = {2}, pages = {1511--1528}, year = {2011}, url = {https://doi.org/10.1016/j.asoc.2008.01.003}, doi = {10.1016/J.ASOC.2008.01.003}, timestamp = {Sun, 02 Jun 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/asc/LarranagaM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ecoi/Dlamini11, author = {Wisdom M. Dlamini}, title = {A data mining approach to predictive vegetation mapping using probabilistic graphical models}, journal = {Ecol. Informatics}, volume = {6}, number = {2}, pages = {111--124}, year = {2011}, url = {https://doi.org/10.1016/j.ecoinf.2010.12.005}, doi = {10.1016/J.ECOINF.2010.12.005}, timestamp = {Sat, 22 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ecoi/Dlamini11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdsn/QiS11, author = {Qi Qi and Yi Shang}, title = {Comparison of Probabilistic Chain Graphical Model-Based and Gaussian Process-Based Observation Selections for Wireless Sensor Scheduling}, journal = {Int. J. Distributed Sens. Networks}, volume = {7}, number = {1}, year = {2011}, url = {https://doi.org/10.1155/2011/928958}, doi = {10.1155/2011/928958}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijdsn/QiS11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/isci/LiuYG11, author = {Wei{-}Yi Liu and Kun Yue and Ming{-}Hai Gao}, title = {Constructing probabilistic graphical model from predicate formulas for fusing logical and probabilistic knowledge}, journal = {Inf. Sci.}, volume = {181}, number = {18}, pages = {3828--3845}, year = {2011}, url = {https://doi.org/10.1016/j.ins.2011.05.006}, doi = {10.1016/J.INS.2011.05.006}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/isci/LiuYG11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsac/LiangLH11, author = {Yingbin Liang and Lifeng Lai and John Halloran}, title = {Distributed Cognitive Radio Network Management via Algorithms in Probabilistic Graphical Models}, journal = {{IEEE} J. Sel. Areas Commun.}, volume = {29}, number = {2}, pages = {338--348}, year = {2011}, url = {https://doi.org/10.1109/JSAC.2011.110207}, doi = {10.1109/JSAC.2011.110207}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsac/LiangLH11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ker/Parsons11a, author = {Simon Parsons}, title = {\emph{Probabilistic Graphical Models: Principles and Techniques} by Daphne Koller and Nir Friedman, {MIT} Press, 1231 pp., {\textdollar}95.00, {ISBN} 0-262-01319-3}, journal = {Knowl. Eng. Rev.}, volume = {26}, number = {2}, pages = {237--238}, year = {2011}, url = {https://doi.org/10.1017/S0269888910000275}, doi = {10.1017/S0269888910000275}, timestamp = {Thu, 27 Aug 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ker/Parsons11a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/PecevskiBM11, author = {Dejan Pecevski and Lars Buesing and Wolfgang Maass}, title = {Probabilistic Inference in General Graphical Models through Sampling in Stochastic Networks of Spiking Neurons}, journal = {PLoS Comput. Biol.}, volume = {7}, number = {12}, year = {2011}, url = {https://doi.org/10.1371/journal.pcbi.1002294}, doi = {10.1371/JOURNAL.PCBI.1002294}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/PecevskiBM11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ic3k/IshakLA11, author = {Mouna Ben Ishak and Philippe Leray and Nahla Ben Amor}, editor = {Joaquim Filipe and Jan L. G. Dietz}, title = {A Two-way Approach for Probabilistic Graphical Models Structure Learning and Ontology Enrichment}, booktitle = {{KEOD} 2011 - Proceedings of the International Conference on Knowledge Engineering and Ontology Development, Paris, France, 26-29 October, 2011}, pages = {189--194}, publisher = {SciTePress}, year = {2011}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ic3k/IshakLA11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iicai/Srihari11, author = {Sargur N. Srihari}, editor = {Bhanu Prasad and Pawan Lingras and Ramakant Nevatia}, title = {Probabilistic Graphical Models and Machine Learning}, booktitle = {Proceedings of the 5th Indian International Conference on Artificial Intelligence, {IICAI} 2011, Tumkur, Karnataka State, India, December 14-16, 2011}, pages = {1}, publisher = {{IICAI}}, year = {2011}, timestamp = {Fri, 15 Dec 2023 18:26:01 +0100}, biburl = {https://dblp.org/rec/conf/iicai/Srihari11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/jurse/FreyB11, author = {Daniel Frey and Matthias Butenuth}, editor = {Uwe Stilla and Paolo Gamba and Carsten J{\"{u}}rgens and Derya Maktav}, title = {Trafficability analysis after flooding in urban areas using probabilistic graphical models}, booktitle = {Joint Urban Remote Sensing Event, {JURSE} 2011, Munich, Germany, April 11-13, 2011}, pages = {345--348}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/JURSE.2011.5764790}, doi = {10.1109/JURSE.2011.5764790}, timestamp = {Fri, 19 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/jurse/FreyB11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/miccai/PedemonteBHAO11a, author = {Stefano Pedemonte and Alexandre Bousse and Brian F. Hutton and Simon R. Arridge and S{\'{e}}bastien Ourselin}, editor = {Kenji Suzuki and Fei Wang and Dinggang Shen and Pingkun Yan}, title = {Probabilistic Graphical Model of {SPECT/MRI}}, booktitle = {Machine Learning in Medical Imaging - Second International Workshop, {MLMI} 2011, Held in Conjunction with {MICCAI} 2011, Toronto, Canada, September 18, 2011. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {7009}, pages = {167--174}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-24319-6\_21}, doi = {10.1007/978-3-642-24319-6\_21}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/miccai/PedemonteBHAO11a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mm/ZhangL11, author = {Xiao{-}Ping (Steven) Zhang and Zhu Liu}, editor = {K. Sel{\c{c}}uk Candan and Sethuraman Panchanathan and Balakrishnan Prabhakaran and Hari Sundaram and Wu{-}chi Feng and Nicu Sebe}, title = {Graphical probabilistic modeling and applications in multimedia content analysis}, booktitle = {Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28 - December 1, 2011}, pages = {637--638}, publisher = {{ACM}}, year = {2011}, url = {https://doi.org/10.1145/2072298.2072404}, doi = {10.1145/2072298.2072404}, timestamp = {Mon, 22 Apr 2024 21:24:20 +0200}, biburl = {https://dblp.org/rec/conf/mm/ZhangL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/semweb/Mulwad11, author = {Varish Mulwad}, editor = {Lora Aroyo and Chris Welty and Harith Alani and Jamie Taylor and Abraham Bernstein and Lalana Kagal and Natasha Fridman Noy and Eva Blomqvist}, title = {{DC} Proposal: Graphical Models and Probabilistic Reasoning for Generating Linked Data from Tables}, booktitle = {The Semantic Web - {ISWC} 2011 - 10th International Semantic Web Conference, Bonn, Germany, October 23-27, 2011, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {7032}, pages = {317--324}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-25093-4\_24}, doi = {10.1007/978-3-642-25093-4\_24}, timestamp = {Tue, 07 Sep 2021 13:48:14 +0200}, biburl = {https://dblp.org/rec/conf/semweb/Mulwad11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/Honorio11, author = {Jean Honorio}, editor = {F{\'{a}}bio Gagliardi Cozman and Avi Pfeffer}, title = {Lipschitz Parametrization of Probabilistic Graphical Models}, booktitle = {{UAI} 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011}, pages = {347--354}, publisher = {{AUAI} Press}, year = {2011}, url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2167\&proceeding\_id=27}, timestamp = {Wed, 03 Feb 2021 11:09:03 +0100}, biburl = {https://dblp.org/rec/conf/uai/Honorio11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1111-6925, author = {Yang Zhou}, title = {Structure Learning of Probabilistic Graphical Models: {A} Comprehensive Survey}, journal = {CoRR}, volume = {abs/1111.6925}, year = {2011}, url = {http://arxiv.org/abs/1111.6925}, eprinttype = {arXiv}, eprint = {1111.6925}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1111-6925.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/de/Bundschus2010, author = {Markus Bundschus}, title = {From text to knowledge: bridging the gap with probabilistic graphical models}, school = {Ludwig Maximilians University Munich}, year = {2010}, url = {http://edoc.ub.uni-muenchen.de/11884/}, urn = {urn:nbn:de:bvb:19-118841}, timestamp = {Sat, 17 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/de/Bundschus2010.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Ji10, author = {Xiaofei Ji}, title = {View-invariant Human Action Recognition via Probabilistic Graphical Models}, school = {University of Portsmouth, {UK}}, year = {2010}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.523620}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Ji10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Ammar10, author = {Sourour Ammar}, title = {Mod{\`{e}}les Graphiques Probabilistes pour l'Estimation de Densit{\'{e}} en grande dimension : applications du principe Perturb {\&} Combine pour les m{\'{e}}langes d'arbres. (Probabilistic graphical models for density estimation in high dimensional spaces: application of the Perturb {\&} Combine principle with tree mixtures)}, school = {University of Nantes, France}, year = {2010}, url = {https://tel.archives-ouvertes.fr/tel-00568136}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Ammar10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ai/Murphy10, author = {Kevin P. Murphy}, title = {Review of "Probabilistic graphical models" by Koller and Friedman}, journal = {Artif. Intell.}, volume = {174}, number = {2}, pages = {145--146}, year = {2010}, url = {https://doi.org/10.1016/j.artint.2009.11.005}, doi = {10.1016/J.ARTINT.2009.11.005}, timestamp = {Sat, 27 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ai/Murphy10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijdmmm/ZhangKLW10, author = {Haizheng Zhang and Ke Ke and Wei Li and Xuerui Wang}, title = {Graphical models based hierarchical probabilistic community discovery in large-scale social networks}, journal = {Int. J. Data Min. Model. Manag.}, volume = {2}, number = {2}, pages = {95--116}, year = {2010}, url = {https://doi.org/10.1504/IJDMMM.2010.032144}, doi = {10.1504/IJDMMM.2010.032144}, timestamp = {Thu, 30 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijdmmm/ZhangKLW10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Riedel10, author = {Sebastian Riedel}, title = {Declarative Probabilistic Programming for Undirected Graphical Models: Open Up to Scale Up}, booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010 {AAAI} Workshop, Atlanta, Georgia, USA, July 12, 2010}, series = {{AAAI} Technical Report}, volume = {{WS-10-06}}, publisher = {{AAAI}}, year = {2010}, url = {http://aaai.org/ocs/index.php/WS/AAAIW10/paper/view/2047}, timestamp = {Tue, 05 Sep 2023 08:59:27 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Riedel10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/hri/DindoS10, author = {Haris Dindo and Guido Schillaci}, editor = {Pamela J. Hinds and Hiroshi Ishiguro and Takayuki Kanda and Peter H. Kahn Jr.}, title = {An adaptive probabilistic graphical model for representing skills in pbd settings}, booktitle = {Proceedings of the 5th {ACM/IEEE} International Conference on Human Robot Interaction, {HRI} 2010, Osaka, Japan, March 2-5, 2010}, pages = {89--90}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1734454.1734486}, doi = {10.1145/1734454.1734486}, timestamp = {Sat, 19 Oct 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/hri/DindoS10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/Yeang10, author = {Chen{-}Hsiang Yeang}, editor = {Sorin Draghici and Taghi M. Khoshgoftaar and Vasile Palade and Witold Pedrycz and M. Arif Wani and Xingquan Zhu}, title = {A Probabilistic Graphical Model of Quantum Systems}, booktitle = {The Ninth International Conference on Machine Learning and Applications, {ICMLA} 2010, Washington, DC, USA, 12-14 December 2010}, pages = {155--162}, publisher = {{IEEE} Computer Society}, year = {2010}, url = {https://doi.org/10.1109/ICMLA.2010.30}, doi = {10.1109/ICMLA.2010.30}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/Yeang10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieaaie/SantanaBL10, author = {Roberto Santana and Concha Bielza and Pedro Larra{\~{n}}aga}, editor = {Nicol{\'{a}}s Garc{\'{\i}}a{-}Pedrajas and Francisco Herrera and Colin Fyfe and Jos{\'{e}} Manuel Ben{\'{\i}}tez and Moonis Ali}, title = {Synergies between Network-Based Representation and Probabilistic Graphical Models for Classification, Inference and Optimization Problems in Neuroscience}, booktitle = {Trends in Applied Intelligent Systems - 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2010, Cordoba, Spain, June 1-4, 2010, Proceedings, Part {III}}, series = {Lecture Notes in Computer Science}, volume = {6098}, pages = {149--158}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-13033-5\_16}, doi = {10.1007/978-3-642-13033-5\_16}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ieaaie/SantanaBL10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iwcmc/RotsosGMG10, author = {Charalampos Rotsos and Jurgen Van Gael and Andrew W. Moore and Zoubin Ghahramani}, editor = {Ahmed Helmy and Peter Mueller and Yan Zhang}, title = {Probabilistic graphical models for semi-supervised traffic classification}, booktitle = {Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, {IWCMC} 2010, Caen, France, June 28 - July 2, 2010}, pages = {752--757}, publisher = {{ACM}}, year = {2010}, url = {https://doi.org/10.1145/1815396.1815569}, doi = {10.1145/1815396.1815569}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iwcmc/RotsosGMG10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kes/ObembeB10, author = {Olufunmilayo Obembe and Christopher D. Buckingham}, editor = {Rossitza Setchi and Ivan Jordanov and Robert J. Howlett and Lakhmi C. Jain}, title = {Developing a Probabilistic Graphical Structure from a Model of Mental-Health Clinical Risk Expertise}, booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems - 14th International Conference, {KES} 2010, Cardiff, UK, September 8-10, 2010, Proceedings, Part {IV}}, series = {Lecture Notes in Computer Science}, volume = {6279}, pages = {88--97}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-15384-6\_10}, doi = {10.1007/978-3-642-15384-6\_10}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/kes/ObembeB10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/waim/ZhangWQ10, author = {Qian Zhang and Shan Wang and Biao Qin}, editor = {Lei Chen and Changjie Tang and Jun Yang and Yunjun Gao}, title = {Cleaning Uncertain Streams by Parallelized Probabilistic Graphical Models}, booktitle = {Web-Age Information Management, 11th International Conference, {WAIM} 2010, Jiuzhaigou, China, July 15-17, 2010. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {6184}, pages = {274--279}, publisher = {Springer}, year = {2010}, url = {https://doi.org/10.1007/978-3-642-14246-8\_28}, doi = {10.1007/978-3-642-14246-8\_28}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/waim/ZhangWQ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1008-1566, author = {Zhemin Zhu}, title = {Factorizing Probabilistic Graphical Models Using Cooccurrence Rate}, journal = {CoRR}, volume = {abs/1008.1566}, year = {2010}, url = {http://arxiv.org/abs/1008.1566}, eprinttype = {arXiv}, eprint = {1008.1566}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1008-1566.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0023091, author = {Daphne Koller and Nir Friedman}, title = {Probabilistic Graphical Models - Principles and Techniques}, publisher = {{MIT} Press}, year = {2009}, url = {http://mitpress.mit.edu/catalog/item/default.asp?ttype=2\&tid=11886}, isbn = {978-0-262-01319-2}, timestamp = {Wed, 09 Feb 2011 00:00:00 +0100}, biburl = {https://dblp.org/rec/books/daglib/0023091.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Barrat09, author = {Sabine Barrat}, title = {Mod{\`{e}}les graphiques probabilistes pour la reconnaissance de formes. (Probabilistic graphical models for shape recognition)}, school = {Nancy 2 University, France}, year = {2009}, url = {https://tel.archives-ouvertes.fr/tel-00530755}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Barrat09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/hal/Donat09, author = {Roland Donat}, title = {Mod{\'{e}}lisation de la fiabilit{\'{e}} et de la maintenance par mod{\`{e}}les graphiques probabilistes : application {\`{a}} la pr{\'{e}}vention des ruptures de rail. (Reliability and maintenance modelling based on probabilistic graphical models : case study on rail prevention)}, school = {{INSA} de Rouen, France}, year = {2009}, url = {https://tel.archives-ouvertes.fr/tel-00474389}, timestamp = {Tue, 21 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/hal/Donat09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Kremenek09, author = {Ted Kremenek}, title = {From uncertainty to bugs: inferring defects in software systems with static analysis, statistical methods, and probabilistic graphical models}, school = {Stanford University, {USA}}, year = {2009}, url = {https://searchworks.stanford.edu/view/7950178}, timestamp = {Mon, 05 Sep 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Kremenek09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bioinformatics/JoungF09, author = {Je{-}Gun Joung and Zhangjun Fei}, title = {Identification of microRNA regulatory modules in \emph{Arabidopsis} via a probabilistic graphical model}, journal = {Bioinform.}, volume = {25}, number = {3}, pages = {387--393}, year = {2009}, url = {https://doi.org/10.1093/bioinformatics/btn626}, doi = {10.1093/BIOINFORMATICS/BTN626}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/bioinformatics/JoungF09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/JiLMTHS09, author = {Qiang Ji and Jiebo Luo and Dimitris N. Metaxas and Antonio Torralba and Thomas S. Huang and Erik B. Sudderth}, title = {Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {31}, number = {10}, pages = {1729--1732}, year = {2009}, url = {https://doi.org/10.1109/TPAMI.2009.160}, doi = {10.1109/TPAMI.2009.160}, timestamp = {Wed, 07 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/JiLMTHS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ton/LiuJ09, author = {Guanglei Liu and Chuanyi Ji}, title = {Scalability of network-failure resilience: analysis using multi-layer probabilistic graphical models}, journal = {{IEEE/ACM} Trans. Netw.}, volume = {17}, number = {1}, pages = {319--331}, year = {2009}, url = {http://doi.acm.org/10.1145/1514070.1514093}, doi = {10.1145/1514070.1514093}, timestamp = {Mon, 23 Mar 2009 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ton/LiuJ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/globecom/LevesqueE09, author = {Martin L{\'{e}}vesque and Halima Elbiaze}, title = {Graphical Probabilistic Routing Model for {OBS} Networks with Realistic Traffic Scenario}, booktitle = {Proceedings of the Global Communications Conference, 2009. {GLOBECOM} 2009, Honolulu, Hawaii, USA, 30 November - 4 December 2009}, pages = {1--6}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/GLOCOM.2009.5425570}, doi = {10.1109/GLOCOM.2009.5425570}, timestamp = {Mon, 24 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/globecom/LevesqueE09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccpol/HuangH09, author = {Minhua Huang and Robert M. Haralick}, editor = {Wenjie Li and Diego Moll{\'{a}} Aliod}, title = {A Probabilistic Graphical Model for Recognizing {NP} Chunks in Texts}, booktitle = {Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, 22nd International Conference, {ICCPOL} 2009, Hong Kong, March 26-27, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5459}, pages = {23--33}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-00831-3\_3}, doi = {10.1007/978-3-642-00831-3\_3}, timestamp = {Tue, 14 May 2019 10:00:40 +0200}, biburl = {https://dblp.org/rec/conf/iccpol/HuangH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iccv/LoyXG09, author = {Chen Change Loy and Tao Xiang and Shaogang Gong}, title = {Modelling activity global temporal dependencies using Time Delayed Probabilistic Graphical Model}, booktitle = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009, Kyoto, Japan, September 27 - October 4, 2009}, pages = {120--127}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICCV.2009.5459156}, doi = {10.1109/ICCV.2009.5459156}, timestamp = {Wed, 10 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iccv/LoyXG09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icig/LiZ09, author = {Qiuxu Li and Jieyu Zhao}, title = {A Novel Approach to Object/Background Segmentation Based on the Probabilistic Graphical Model}, booktitle = {Proceedings of the Fifth International Conference on Image and Graphics, {ICIG} 2009, Xi'an, Shanxi, China, 20-23 September 2009}, pages = {162--167}, publisher = {{IEEE} Computer Society}, year = {2009}, url = {https://doi.org/10.1109/ICIG.2009.14}, doi = {10.1109/ICIG.2009.14}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icig/LiZ09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/RoyLW09, author = {Sushmita Roy and Terran Lane and Margaret Werner{-}Washburne}, editor = {Andrea Pohoreckyj Danyluk and L{\'{e}}on Bottou and Michael L. Littman}, title = {Learning structurally consistent undirected probabilistic graphical models}, booktitle = {Proceedings of the 26th Annual International Conference on Machine Learning, {ICML} 2009, Montreal, Quebec, Canada, June 14-18, 2009}, series = {{ACM} International Conference Proceeding Series}, volume = {382}, pages = {905--912}, publisher = {{ACM}}, year = {2009}, url = {https://doi.org/10.1145/1553374.1553490}, doi = {10.1145/1553374.1553490}, timestamp = {Sat, 30 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/RoyLW09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/imcsit/IgnacS09, author = {Tomasz Ignac and Uli Sorger}, title = {1{\(\vert\)}Functions on probabilistic graphical models}, booktitle = {Proceedings of the International Multiconference on Computer Science and Information Technology, {IMCSIT} 2009, Mragowo, Poland, 12-14 October 2009}, pages = {49--56}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/IMCSIT.2009.5352794}, doi = {10.1109/IMCSIT.2009.5352794}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/imcsit/IgnacS09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/micai/DiazLLB09, author = {Elva D{\'{\i}}az and Eunice Ponce de Le{\'{o}}n and Pedro Larra{\~{n}}aga and Concha Bielza}, editor = {Arturo Hern{\'{a}}ndez Aguirre and Ra{\'{u}}l Monroy Borja and Carlos A. Reyes Garc{\'{\i}}a}, title = {Probabilistic Graphical Markov Model Learning: An Adaptive Strategy}, booktitle = {{MICAI} 2009: Advances in Artificial Intelligence, 8th Mexican International Conference on Artificial Intelligence, Guanajuato, Mexico, November 9-13, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5845}, pages = {225--236}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-05258-3\_20}, doi = {10.1007/978-3-642-05258-3\_20}, timestamp = {Sun, 04 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/micai/DiazLLB09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mva/ChanCWL09, author = {Yi{-}Chia Chan and Cheng{-}Chieh Chiang and Kai{-}Ming Wang and Greg C. Lee}, title = {Video-Based Face Recognition Using a Probabilistic Graphical Model}, booktitle = {Proceedings of the {IAPR} Conference on Machine Vision Applications {(IAPR} {MVA} 2009), Keio University, Yokohama, Japan, May 20-22, 2009}, pages = {106--109}, year = {2009}, url = {http://www.mva-org.jp/Proceedings/2009CD/papers/03-20.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mva/ChanCWL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/CarbonettoKH09, author = {Peter Carbonetto and Matthew King and Firas Hamze}, editor = {Yoshua Bengio and Dale Schuurmans and John D. Lafferty and Christopher K. I. Williams and Aron Culotta}, title = {A Stochastic approximation method for inference in probabilistic graphical models}, booktitle = {Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada}, pages = {216--224}, publisher = {Curran Associates, Inc.}, year = {2009}, url = {https://proceedings.neurips.cc/paper/2009/hash/19ca14e7ea6328a42e0eb13d585e4c22-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/CarbonettoKH09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/recomb/ZhaoPDFSX09, author = {Feng Zhao and Jian Peng and Joe DeBartolo and Karl F. Freed and Tobin R. Sosnick and Jinbo Xu}, editor = {Serafim Batzoglou}, title = {A Probabilistic Graphical Model for Ab Initio Folding}, booktitle = {Research in Computational Molecular Biology, 13th Annual International Conference, {RECOMB} 2009, Tucson, AZ, USA, May 18-21, 2009. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5541}, pages = {59--73}, publisher = {Springer}, year = {2009}, url = {https://doi.org/10.1007/978-3-642-02008-7\_5}, doi = {10.1007/978-3-642-02008-7\_5}, timestamp = {Mon, 13 May 2019 09:30:09 +0200}, biburl = {https://dblp.org/rec/conf/recomb/ZhaoPDFSX09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0901-0753, author = {Sung{-}eok Jeon and Chuanyi Ji}, title = {Distributed Preemption Decisions: Probabilistic Graphical Model, Algorithm and Near-Optimality}, journal = {CoRR}, volume = {abs/0901.0753}, year = {2009}, url = {http://arxiv.org/abs/0901.0753}, eprinttype = {arXiv}, eprint = {0901.0753}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0901-0753.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0907-4447, author = {Martin L{\'{e}}vesque and Halima Elbiaze}, title = {Graphical Probabilistic Routing Model for {OBS} Networks with Realistic Traffic Scenario}, journal = {CoRR}, volume = {abs/0907.4447}, year = {2009}, url = {http://arxiv.org/abs/0907.4447}, eprinttype = {arXiv}, eprint = {0907.4447}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0907-4447.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/basesearch/Jiao08, author = {Feng Jiao}, title = {Probabilistic Graphical Models and Algorithms for}, school = {University of Waterloo, Ontario, Canada}, year = {2008}, url = {https://hdl.handle.net/10012/3773}, timestamp = {Wed, 04 May 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/basesearch/Jiao08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jcb/WexlerG08, author = {Ydo Wexler and Dan Geiger}, title = {Variational Upper and Lower Bounds for Probabilistic Graphical Models}, journal = {J. Comput. Biol.}, volume = {15}, number = {7}, pages = {721--735}, year = {2008}, url = {https://doi.org/10.1089/cmb.2007.0129}, doi = {10.1089/CMB.2007.0129}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jcb/WexlerG08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pvldb/WangMGH08, author = {Daisy Zhe Wang and Eirinaios Michelakis and Minos N. Garofalakis and Joseph M. Hellerstein}, title = {BayesStore: managing large, uncertain data repositories with probabilistic graphical models}, journal = {Proc. {VLDB} Endow.}, volume = {1}, number = {1}, pages = {340--351}, year = {2008}, url = {http://www.vldb.org/pvldb/vol1/1453896.pdf}, doi = {10.14778/1453856.1453896}, timestamp = {Sat, 25 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pvldb/WangMGH08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cec/HongKWRC08, author = {Yi Hong and Sam Kwong and Hanli Wang and Qingsheng Ren and Yuchou Chang}, title = {Probabilistic and Graphical Model based Genetic Algorithm Driven Clustering with Instance-level Constraints}, booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC} 2008, June 1-6, 2008, Hong Kong, China}, pages = {322--329}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/CEC.2008.4630817}, doi = {10.1109/CEC.2008.4630817}, timestamp = {Thu, 16 Dec 2021 14:01:33 +0100}, biburl = {https://dblp.org/rec/conf/cec/HongKWRC08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscas/ChenZL08, author = {Siyue Chen and Wenjie Zhu and Henry Leung}, title = {Thermo-visual video fusion using probabilistic graphical model for human tracking}, booktitle = {International Symposium on Circuits and Systems {(ISCAS} 2008), 18-21 May 2008, Sheraton Seattle Hotel, Seattle, Washington, {USA}}, pages = {1926--1929}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ISCAS.2008.4541820}, doi = {10.1109/ISCAS.2008.4541820}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/iscas/ChenZL08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/il/Wexler07, author = {Ydo Wexler}, title = {Variational approximations for probabilistic graphical models}, school = {Technion - Israel Institute of Technology, Israel}, year = {2007}, url = {https://technion.primo.exlibrisgroup.com/permalink/972TEC\_INST/q1jq5o/alma990022913550203971}, timestamp = {Thu, 01 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/il/Wexler07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/us/Lan07, author = {Xiangyang Lan}, title = {Building tractable probabilistic graphical models for computer vision problems}, school = {Cornell University, {USA}}, year = {2007}, timestamp = {Fri, 01 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/us/Lan07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jsac/LiuJ07, author = {Guanglei Liu and Chuanyi Ji}, title = {Resilience of all-optical network architectures under in-band crosstalk attacks: a probabilistic graphical model approach}, journal = {{IEEE} J. Sel. Areas Commun.}, volume = {25}, number = {{S-3}}, pages = {2--17}, year = {2007}, url = {https://doi.org/10.1109/JSAC-OCN.2007.022305}, doi = {10.1109/JSAC-OCN.2007.022305}, timestamp = {Thu, 02 Apr 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jsac/LiuJ07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ploscb/Airoldi07, author = {Edoardo M. Airoldi}, title = {Getting Started in Probabilistic Graphical Models}, journal = {PLoS Comput. Biol.}, volume = {3}, number = {12}, year = {2007}, url = {https://doi.org/10.1371/journal.pcbi.0030252}, doi = {10.1371/JOURNAL.PCBI.0030252}, timestamp = {Thu, 10 Sep 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ploscb/Airoldi07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Gogate07, author = {Vibhav Gogate}, title = {Approximate Inference in Probabilistic Graphical Models with Determinism}, booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence, July 22-26, 2007, Vancouver, British Columbia, Canada}, pages = {1927--1928}, publisher = {{AAAI} Press}, year = {2007}, url = {http://www.aaai.org/Library/AAAI/2007/aaai07-338.php}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Gogate07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/PutthividhyaANL07, author = {Duangmanee Putthividhya and Hagai Attias and Srikantan S. Nagarajan and Te{-}Won Lee}, title = {Probabilistic Graphical Model for Auto-Annotation, Content-Based Retrieval, and Classification of {TV} Clips Containing Audio, Video, and Text}, booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April 15-20, 2007}, pages = {789--792}, publisher = {{IEEE}}, year = {2007}, url = {https://doi.org/10.1109/ICASSP.2007.366354}, doi = {10.1109/ICASSP.2007.366354}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/PutthividhyaANL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/Xing07, author = {Eric P. Xing}, editor = {M. Arif Wani and Mehmed M. Kantardzic and Tao Li and Ying Liu and Lukasz A. Kurgan and Jieping Ye and Mitsunori Ogihara and Seref Sagiroglu and Xue{-}wen Chen and Leif E. Peterson and Khalid Hafeez}, title = {Probabilistic Graphical Models-Theory, Algorithm, and Application}, booktitle = {The Sixth International Conference on Machine Learning and Applications, {ICMLA} 2007, Cincinnati, Ohio, USA, 13-15 December 2007}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICMLA.2007.126}, doi = {10.1109/ICMLA.2007.126}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/Xing07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/Kruse07, author = {Rudolf Kruse}, title = {Probabilistic Graphical Models for Data Mining and Planning in Automotive Industry}, booktitle = {19th {IEEE} International Conference on Tools with Artificial Intelligence {(ICTAI} 2007), October 29-31, 2007, Patras, Greece, Volume 1}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICTAI.2007.182}, doi = {10.1109/ICTAI.2007.182}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/Kruse07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sigir/KoNS07, author = {Jeongwoo Ko and Eric Nyberg and Luo Si}, editor = {Wessel Kraaij and Arjen P. de Vries and Charles L. A. Clarke and Norbert Fuhr and Noriko Kando}, title = {A probabilistic graphical model for joint answer ranking in question answering}, booktitle = {{SIGIR} 2007: Proceedings of the 30th Annual International {ACM} {SIGIR} Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007}, pages = {343--350}, publisher = {{ACM}}, year = {2007}, url = {https://doi.org/10.1145/1277741.1277801}, doi = {10.1145/1277741.1277801}, timestamp = {Tue, 06 Nov 2018 11:07:23 +0100}, biburl = {https://dblp.org/rec/conf/sigir/KoNS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/vldb/DeshpandeS07, author = {Amol Deshpande and Sunita Sarawagi}, editor = {Christoph Koch and Johannes Gehrke and Minos N. Garofalakis and Divesh Srivastava and Karl Aberer and Anand Deshpande and Daniela Florescu and Chee Yong Chan and Venkatesh Ganti and Carl{-}Christian Kanne and Wolfgang Klas and Erich J. Neuhold}, title = {Probabilistic Graphical Models and their Role in Databases}, booktitle = {Proceedings of the 33rd International Conference on Very Large Data Bases, University of Vienna, Austria, September 23-27, 2007}, pages = {1435--1436}, publisher = {{ACM}}, year = {2007}, url = {http://www.vldb.org/conf/2007/papers/tutorials/p1435-deshpande.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/vldb/DeshpandeS07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Airoldi07, author = {Edoardo M. Airoldi}, title = {Getting started in probabilistic graphical models}, journal = {CoRR}, volume = {abs/0706.2040}, year = {2007}, url = {http://arxiv.org/abs/0706.2040}, eprinttype = {arXiv}, eprint = {0706.2040}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Airoldi07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/debu/Getoor06, author = {Lise Getoor}, title = {An Introduction to Probabilistic Graphical Models for Relational Data}, journal = {{IEEE} Data Eng. Bull.}, volume = {29}, number = {1}, pages = {32--39}, year = {2006}, url = {http://sites.computer.org/debull/A06mar/getoor.ps}, timestamp = {Tue, 10 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/debu/Getoor06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/LucasGS06, author = {Peter J. F. Lucas and Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004}, journal = {Int. J. Approx. Reason.}, volume = {42}, number = {1-2}, pages = {1--3}, year = {2006}, url = {https://doi.org/10.1016/j.ijar.2005.10.008}, doi = {10.1016/J.IJAR.2005.10.008}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ijar/LucasGS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/todaes/BhanjaLR06, author = {Sanjukta Bhanja and Karthikeyan Lingasubramanian and N. Ranganathan}, title = {A stimulus-free graphical probabilistic switching model for sequential circuits using dynamic bayesian networks}, journal = {{ACM} Trans. Design Autom. Electr. Syst.}, volume = {11}, number = {3}, pages = {773--796}, year = {2006}, url = {https://doi.org/10.1145/1142980.1142990}, doi = {10.1145/1142980.1142990}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/todaes/BhanjaLR06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iat/AnC06, author = {Xiangdong An and Nick Cercone}, title = {Iterative Compilation of Multiagent Probabilistic Graphical Models}, booktitle = {Proceedings of the 2006 {IEEE/WIC/ACM} International Conference on Intelligent Agent Technology, Hong Kong, China, 18-22 December 2006}, pages = {233--239}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/IAT.2006.82}, doi = {10.1109/IAT.2006.82}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/iat/AnC06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmcs/YanCH06, author = {Rong Yan and Ming{-}yu Chen and Alexander G. Hauptmann}, title = {Mining Relationship Between Video Concepts using Probabilistic Graphical Models}, booktitle = {Proceedings of the 2006 {IEEE} International Conference on Multimedia and Expo, {ICME} 2006, July 9-12 2006, Toronto, Ontario, Canada}, pages = {301--304}, publisher = {{IEEE} Computer Society}, year = {2006}, url = {https://doi.org/10.1109/ICME.2006.262458}, doi = {10.1109/ICME.2006.262458}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmcs/YanCH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/Attias06, author = {Hagai Thomas Attias}, title = {A probabilistic graphical model for microphone array source separation using rich pre-trained source models}, booktitle = {Ninth International Conference on Spoken Language Processing, {INTERSPEECH-ICSLP} 2006, Pittsburgh, PA, USA, September 17-21, 2006}, publisher = {{ISCA}}, year = {2006}, url = {https://doi.org/10.21437/Interspeech.2006-657}, doi = {10.21437/INTERSPEECH.2006-657}, timestamp = {Tue, 11 Jun 2024 16:45:43 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/Attias06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/LiuJ06, author = {Guanglei Liu and Chuanyi Ji}, title = {Resilient Architecture of All-Optical Networks: Probabilistic Graphical Models for Crosstalk Attack Propagation}, booktitle = {Proceedings 2006 {IEEE} International Symposium on Information Theory, {ISIT} 2006, The Westin Seattle, Seattle, Washington, USA, July 9-14, 2006}, pages = {2914--2918}, publisher = {{IEEE}}, year = {2006}, url = {https://doi.org/10.1109/ISIT.2006.261673}, doi = {10.1109/ISIT.2006.261673}, timestamp = {Wed, 16 Oct 2019 14:14:48 +0200}, biburl = {https://dblp.org/rec/conf/isit/LiuJ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/AbellanGM06, author = {Joaqu{\'{\i}}n Abell{\'{a}}n and Manuel G{\'{o}}mez{-}Olmedo and Seraf{\'{\i}}n Moral}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Some Variations on the {PC} Algorithm}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {1--8}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/41\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/AbellanGM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/AntalGHM06, author = {Peter Antal and Andr{\'{a}}s G{\'{e}}zsi and G{\'{a}}bor Hull{\'{a}}m and Andr{\'{a}}s Millinghoffer}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Learning Complex Bayesian Network Features for Classification}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {9--16}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/37\_paper.pdf}, timestamp = {Tue, 06 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/AntalGHM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/AntalM06, author = {Peter Antal and Andr{\'{a}}s Millinghoffer}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Literature Mining using Bayesian Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {17--24}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/36\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/AntalM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/AntonucciZ06, author = {Alessandro Antonucci and Marco Zaffalon}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Locally specified credal networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {25--34}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/26\_paper.pdf}, timestamp = {Tue, 19 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/AntonucciZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BangsoSJ06, author = {Olav Bangs{\o} and N. Sondberg{-}Madsen and Finn Verner Jensen}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {A Bayesian Network Framework for the Construction of Virtual Agents with Human-like Behaviour}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {35--42}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/14\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/BangsoSJ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Bolt06, author = {Janneke H. Bolt}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Loopy Propagation: the Convergence Error in Markov Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {43--50}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/40\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Bolt06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BoltG06, author = {Janneke H. Bolt and Linda C. van der Gaag}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Preprocessing the {MAP} Problem}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {51--58}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/42\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/BoltG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ChenZ06, author = {Tao Chen and Nevin Lianwen Zhang}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Quartet-Based Learning of Shallow Latent Variables}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {59--66}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/10\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/ChenZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Cobb06, author = {Barry R. Cobb}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Continuous Decision {MTE} Influence Diagrams}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {67--74}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/6\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Cobb06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/FeeldersI06, author = {A. J. Feelders and Jevgenijs Ivanovs}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Discriminative Scoring of Bayesian Network Classifiers: a Comparative Study}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {75--82}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/16\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/FeeldersI06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/FloresGM06, author = {M. Julia Flores and Jos{\'{e}} A. G{\'{a}}mez and Seraf{\'{\i}}n Moral}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {The Independency tree model: a new approach for clustering and factorisation}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {83--90}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/38\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/FloresGM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/FrancoisL06, author = {Olivier Fran{\c{c}}ois and Philippe Leray}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Learning the Tree Augmented Naive Bayes Classifier from incomplete datasets}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {91--98}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/12\_paper.pdf}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/FrancoisL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GaagRG06, author = {Linda C. van der Gaag and Silja Renooij and Petra L. Geenen}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Lattices for Studying Monotonicity of Bayesian Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {99--106}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/57\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/GaagRG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GaagW06, author = {Linda C. van der Gaag and Peter R. de Waal}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Multi-dimensional Bayesian Network Classifiers}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {107--114}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/47\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/GaagW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GamezMP06, author = {Jos{\'{e}} A. G{\'{a}}mez and Juan L. Mateo and Jos{\'{e}} Miguel Puerta}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Dependency networks based classifiers: learning models by using independence}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {115--122}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/55\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/GamezMP06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GamezRS06, author = {Jos{\'{e}} A. G{\'{a}}mez and Rafael Rum{\'{\i}} and Antonio Salmer{\'{o}}n}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Unsupervised naive Bayes for data clustering with mixtures of truncated exponentials}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {123--130}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/56\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/GamezRS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GervenD06, author = {Marcel van Gerven and Francisco Javier D{\'{\i}}ez}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Selecting Strategies for Infinite-Horizon Dynamic {LIMIDS}}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {131--138}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/25\_paper.pdf}, timestamp = {Mon, 22 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/GervenD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Gomez-VillegasMS06, author = {Miguel {\'{A}}ngel G{\'{o}}mez{-}Villegas and Paloma Main and Rosario Susi}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Sensitivity analysis of extreme inaccuracies in Gaussian Bayesian Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {139--146}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/15\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Gomez-VillegasMS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/GonzalesJ06, author = {Christophe Gonzales and N. Jouve}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Learning Bayesian Networks Structure using Markov Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {147--154}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/59\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/GonzalesJ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/HoyerSK06, author = {Patrik O. Hoyer and Shohei Shimizu and Antti J. Kerminen}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Estimation of linear, non-gaussian causal models in the presence of confounding latent variables}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {155--162}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/39\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/HoyerSK06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/JurgelenaiteH06, author = {Rasa Jurgelenaite and Tom Heskes}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Symmetric Causal Independence Models for Classification}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {163--170}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/54\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/JurgelenaiteH06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KwisthoutT06, author = {Johan Kwisthout and Gerard Tel}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Complexity Results for Enhanced Qualitative Probabilistic Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {171--178}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/24\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/KwisthoutT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/LuqueD06, author = {Manuel Luque and Francisco Javier D{\'{\i}}ez}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Decision analysis with influence diagrams using Elvira's explanation facilities}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {179--186}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/22\_paper.pdf}, timestamp = {Mon, 22 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/LuqueD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MartinezRS06, author = {Irene Mart{\'{\i}}nez and Carmelo Rodr{\'{\i}}guez and Antonio Salmer{\'{o}}n}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Dynamic importance sampling in Bayesian networks using factorisation of probability trees}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {187--194}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/46\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/MartinezRS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MeganckMLM06, author = {Stijn Meganck and Sam Maes and Philippe Leray and Bernard Manderick}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Learning Semi-Markovian Causal Models using Experiments}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {195--206}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/19\_paper.pdf}, timestamp = {Tue, 30 Aug 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MeganckMLM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MortonPSSW06, author = {Jason Morton and Lior Pachter and Anne Shiu and Bernd Sturmfels and Oliver Wienand}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Geometry of rank tests}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {207--214}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/7\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/MortonPSSW06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/NielsenJ06, author = {Jens Dalgaard Nielsen and Manfred Jaeger}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {An Empirical Study of Efficiency and Accuracy of Probabilistic Graphical Models}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {215--222}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/33\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/NielsenJ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/NielsenN06, author = {S{\o}ren Holbech Nielsen and Thomas D. Nielsen}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Adapting Bayes Network Structures to Non-stationary Domains}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {223--230}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/17\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/NielsenN06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/OlesenHDBT06, author = {Kristian G. Olesen and Ole K. Hejlesen and Ram Dessau and Ivan Beltoft and Michael Trangeled}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Diagnosing Lyme disease - Tailoring patient specific Bayesian networks for temporal reasoning}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {231--238}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/35\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/OlesenHDBT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Ozgur-UnluakinB06, author = {Demet {\"{O}}zg{\"{u}}r{-}{\"{U}}nl{\"{u}}akin and Taner Bilgi{\c{c}}}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Predictive Maintenance using Dynamic Probabilistic Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {239--246}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/43\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Ozgur-UnluakinB06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/PenaNBT06, author = {Jos{\'{e}} M. Pe{\~{n}}a and Roland Nilsson and Johan Bj{\"{o}}rkegren and Jesper Tegn{\'{e}}r}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Reading Dependencies from the Minimal Undirected Independence Map of a Graphoid that Satisfies Weak Transitivity}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {247--254}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/11\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/PenaNBT06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/RenooijG06, author = {Silja Renooij and Linda C. van der Gaag}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Evidence and Scenario Sensitivities in Naive Bayesian Classifiers}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {255--262}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/23\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/RenooijG06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ReyesISM06, author = {Alberto Reyes and Pablo H. Ibarg{\"{u}}engoytia and Luis Enrique Sucar and Eduardo F. Morales}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Abstraction and Refinement for Solving Continuous Markov Decision Processes}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {263--270}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/49\_paper.pdf}, timestamp = {Mon, 19 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/ReyesISM06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/SantafeLL06, author = {Guzm{\'{a}}n Santaf{\'{e}} and Jos{\'{e}} Antonio Lozano and Pedro Larra{\~{n}}aga}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Bayesian Model Averaging of {TAN} Models for Clustering}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {271--278}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/53\_paper.pdf}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/SantafeLL06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Simecek06, author = {Petr Simecek}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {A Short Note on Discrete Representability of Independence Models}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {287--292}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/64\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Simecek06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/SunDY06, author = {Xiaoxun Sun and Marek J. Druzdzel and Changhe Yuan}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Dynamic Weighting A* Search-based {MAP} Algorithm for Bayesian Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {279--286}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/30\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/SunDY06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ThwaitesS06, author = {Peter A. Thwaites and Jim Q. Smith}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Evaluating Causal effects using Chain Event Graphs}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {293--300}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/18\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/ThwaitesS06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/WangZ06, author = {Yi Wang and Nevin Lianwen Zhang}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Severity of Local Maxima for the {EM} Algorithm: Experiences with Hierarchical Latent Class Models}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {301--308}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/9\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/WangZ06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Xiang06, author = {Y. Xiang}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Optimal Design with Design Networks}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {309--316}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/5\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Xiang06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/YuanD06, author = {Changhe Yuan and Marek J. Druzdzel}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Hybrid Loopy Belief Propagation}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {317--324}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/31\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/YuanD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/ZagoreckiD06, author = {Adam Zagorecki and Marek J. Druzdzel}, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Probabilistic Independence of Causal Influences}, booktitle = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, pages = {325--332}, year = {2006}, url = {http://www.utia.cas.cz/files/mtr/pgm06/62\_paper.pdf}, timestamp = {Thu, 12 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/ZagoreckiD06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/scss/BritoMGF06, author = {M{\'{a}}rio Brito and John May and Julio Gallardo and Ed Fergus}, editor = {Felix Redmill and Tom Anderson}, title = {Use of Graphical Probabilistic Models to build {SIL} claims based on software safety standards such as {IEC61508-3}}, booktitle = {Developments in Risk-based Approaches to Safety - Proceedings of the Fourteenth Safety-critical Systems Symposium, Bristol, UK, February 7-9, 2006}, pages = {241--259}, publisher = {Springer}, year = {2006}, url = {https://doi.org/10.1007/1-84628-447-3\_14}, doi = {10.1007/1-84628-447-3\_14}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/scss/BritoMGF06.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pgm/2006, editor = {Milan Studen{\'{y}} and Jir{\'{\i}} Vomlel}, title = {Third European Workshop on Probabilistic Graphical Models, 12-15 September 2006, Prague, Czech Republic. Electronic Proceedings}, year = {2006}, timestamp = {Mon, 03 Nov 2008 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/2006.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/ethos/Gyftodimos05, author = {Elias Gyftodimos}, title = {A probabilistic graphical model framework for higher-order term-based representations}, school = {University of Bristol, {UK}}, year = {2005}, url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.425088}, timestamp = {Tue, 05 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/phd/ethos/Gyftodimos05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijait/MadsenJKL05, author = {Anders L. Madsen and Frank Jensen and Uffe Kj{\ae}rulff and Michael Lang}, title = {The Hugin Tool for Probabilistic Graphical Models}, journal = {Int. J. Artif. Intell. Tools}, volume = {14}, number = {3}, pages = {507--544}, year = {2005}, url = {https://doi.org/10.1142/S0218213005002235}, doi = {10.1142/S0218213005002235}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijait/MadsenJKL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jbi/WangCD05, author = {Junbai Wang and Leo Wang{-}Kit Cheung and Jan Delabie}, title = {New probabilistic graphical models for genetic regulatory networks studies}, journal = {J. Biomed. Informatics}, volume = {38}, number = {6}, pages = {443--455}, year = {2005}, url = {https://doi.org/10.1016/j.jbi.2005.04.003}, doi = {10.1016/J.JBI.2005.04.003}, timestamp = {Tue, 16 Feb 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/jbi/WangCD05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/nn/BaldiR05, author = {Pierre Baldi and Michal Rosen{-}Zvi}, title = {On the relationship between deterministic and probabilistic directed Graphical models: From Bayesian networks to recursive neural networks}, journal = {Neural Networks}, volume = {18}, number = {8}, pages = {1080--1086}, year = {2005}, url = {https://doi.org/10.1016/j.neunet.2005.07.007}, doi = {10.1016/J.NEUNET.2005.07.007}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/nn/BaldiR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/FreyJ05, author = {Brendan J. Frey and Nebojsa Jojic}, title = {A Comparison of Algorithms for Inference and Learning in Probabilistic Graphical Models}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {27}, number = {9}, pages = {1392--1416}, year = {2005}, url = {https://doi.org/10.1109/TPAMI.2005.169}, doi = {10.1109/TPAMI.2005.169}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/FreyJ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tec/MendiburuLM05, author = {Alexander Mendiburu and Jos{\'{e}} Antonio Lozano and Jos{\'{e}} Miguel{-}Alonso}, title = {Parallel Implementation of EDAs Based on Probabilistic Graphical Models}, journal = {{IEEE} Trans. Evol. Comput.}, volume = {9}, number = {4}, pages = {406--423}, year = {2005}, url = {https://doi.org/10.1109/TEVC.2005.850299}, doi = {10.1109/TEVC.2005.850299}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tec/MendiburuLM05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vr/CorsoYH05, author = {Jason J. Corso and Guangqi Ye and Gregory D. Hager}, title = {Analysis of composite gestures with a coherent probabilistic graphical model}, journal = {Virtual Real.}, volume = {8}, number = {4}, pages = {242--252}, year = {2005}, url = {https://doi.org/10.1007/s10055-005-0157-1}, doi = {10.1007/S10055-005-0157-1}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vr/CorsoYH05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/vr/CorsoYH05a, author = {Jason J. Corso and Guangqi Ye and Gregory D. Hager}, title = {Analysis of composite gestures with a coherent probabilistic graphical model}, journal = {Virtual Real.}, volume = {9}, number = {1}, pages = {93}, year = {2005}, url = {https://doi.org/10.1007/s10055-005-0007-1}, doi = {10.1007/S10055-005-0007-1}, timestamp = {Thu, 18 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/vr/CorsoYH05a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amia/JiangLP05, author = {Chang{-}an Jiang and Tze{-}Yun Leong and Kim{-}Leng Poh}, title = {Pgmc: a Framework for Probabilistic Graphical Model Combination}, booktitle = {{AMIA} 2005, American Medical Informatics Association Annual Symposium, Washington, DC, USA, October 22-26, 2005}, publisher = {{AMIA}}, year = {2005}, url = {https://knowledge.amia.org/amia-55142-a2005a-1.613296/t-001-1.616182/f-001-1.616183/a-074-1.616467/a-075-1.616464}, timestamp = {Wed, 17 Apr 2024 11:48:22 +0200}, biburl = {https://dblp.org/rec/conf/amia/JiangLP05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecsqaru/BorgeltK05, author = {Christian Borgelt and Rudolf Kruse}, editor = {Llu{\'{\i}}s Godo}, title = {Probabilistic Graphical Models for the Diagnosis of Analog Electrical Circuits}, booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 8th European Conference, {ECSQARU} 2005, Barcelona, Spain, July 6-8, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3571}, pages = {100--110}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11518655\_10}, doi = {10.1007/11518655\_10}, timestamp = {Fri, 05 Jun 2020 11:50:47 +0200}, biburl = {https://dblp.org/rec/conf/ecsqaru/BorgeltK05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecsqaru/LuoG05, author = {Zhiyuan Luo and Alex Gammerman}, editor = {Llu{\'{\i}}s Godo}, title = {Qualified Probabilistic Predictions Using Graphical Models}, booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 8th European Conference, {ECSQARU} 2005, Barcelona, Spain, July 6-8, 2005, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3571}, pages = {111--122}, publisher = {Springer}, year = {2005}, url = {https://doi.org/10.1007/11518655\_11}, doi = {10.1007/11518655\_11}, timestamp = {Mon, 07 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ecsqaru/LuoG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/his/KruseG05, author = {Rudolf Kruse and J{\"{o}}rg Gebhardt}, editor = {Nadia Nedjah and Luiza de Macedo Mourelle and Ajith Abraham and Mario K{\"{o}}ppen}, title = {Probabilistic Graphical Models in Complex Industrial Applications}, booktitle = {5th International Conference on Hybrid Intelligent Systems {(HIS} 2005), 6.9 November 2005, Rio de Janeiro, Brazil}, pages = {3}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/ICHIS.2005.89}, doi = {10.1109/ICHIS.2005.89}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/his/KruseG05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icassp/KimALL05, author = {Taesu Kim and Hagai Attias and Soo{-}Young Lee and Te{-}Won Lee}, title = {Robust time delay estimation in noisy reverberant environments with a probabilistic graphical model}, booktitle = {2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005}, pages = {525--528}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ICASSP.2005.1416356}, doi = {10.1109/ICASSP.2005.1416356}, timestamp = {Mon, 22 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icassp/KimALL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/isit/NiT05, author = {Jian Ni and Sekhar Tatikonda}, title = {Calculating blocking probabilities for loss networks based on probabilistic graphical models}, booktitle = {Proceedings of the 2005 {IEEE} International Symposium on Information Theory, {ISIT} 2005, Adelaide, South Australia, Australia, 4-9 September 2005}, pages = {568--572}, publisher = {{IEEE}}, year = {2005}, url = {https://doi.org/10.1109/ISIT.2005.1523399}, doi = {10.1109/ISIT.2005.1523399}, timestamp = {Wed, 16 Oct 2019 14:14:48 +0200}, biburl = {https://dblp.org/rec/conf/isit/NiT05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/mass/JeonJ05, author = {Sung{-}eok Jeon and Chuanyi Ji}, title = {Nearly optimal distributed configuration management using probabilistic graphical models}, booktitle = {{IEEE} 2nd International Conference on Mobile Adhoc and Sensor Systems, {MASS} 2005, November 7-10, 2005, The City Center Hotel, Washington, {USA}}, publisher = {{IEEE} Computer Society}, year = {2005}, url = {https://doi.org/10.1109/MAHSS.2005.1542803}, doi = {10.1109/MAHSS.2005.1542803}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/mass/JeonJ05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/RavikumarL05, author = {Pradeep Ravikumar and John D. Lafferty}, title = {Preconditioner Approximations for Probabilistic Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {1113--1120}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/e2f9247929b404b2fe98ba6f32301e3b-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/RavikumarL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VermaR05, author = {Deepak Verma and Rajesh P. N. Rao}, title = {Goal-Based Imitation as Probabilistic Inference over Graphical Models}, booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British Columbia, Canada]}, pages = {1393--1400}, year = {2005}, url = {https://proceedings.neurips.cc/paper/2005/hash/db5cea26ca37aa09e5365f3e7f5dd9eb-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/VermaR05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/wi/05/LarranagaIF05, author = {Pedro Larra{\~{n}}aga and I{\~{n}}aki Inza and Jose Luis Flores}, editor = {Francisco Azuaje and Joaqu{\'{\i}}n Dopazo}, title = {A Guide to the Literature on Inferring Genetic Networks by Probabilistic Graphical Models}, booktitle = {Data Analysis and Visualization in Genomics and Proteomics}, pages = {215--238}, publisher = {Wiley}, year = {2005}, url = {https://doi.org/10.1002/0470094419.ch13}, doi = {10.1002/0470094419.CH13}, timestamp = {Wed, 21 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/wi/05/LarranagaIF05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-cond-mat-0508216, author = {Alessandro Pelizzola}, title = {Cluster Variation Method in Statistical Physics and Probabilistic Graphical Models}, journal = {CoRR}, volume = {abs/cond-mat/0508216}, year = {2005}, url = {http://arxiv.org/abs/cond-mat/0508216}, eprinttype = {arXiv}, eprint = {cond-mat/0508216}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-cond-mat-0508216.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@phdthesis{DBLP:phd/il/Elidan04, author = {Gal Elidan}, title = {Learning hidden variables in probabilistic graphical models ({\unicode{1500}}{\unicode{1502}}{\unicode{1497}}{\unicode{1491}}{\unicode{1514}} {\unicode{1502}}{\unicode{1513}}{\unicode{1514}}{\unicode{1504}}{\unicode{1497}}{\unicode{1501}} {\unicode{1495}}{\unicode{1489}}{\unicode{1493}}{\unicode{1497}}{\unicode{1497}}{\unicode{1501}} {\unicode{1489}}{\unicode{1502}}{\unicode{1493}}{\unicode{1491}}{\unicode{1500}}{\unicode{1497}}{\unicode{1501}} {\unicode{1490}}{\unicode{1512}}{\unicode{1508}}{\unicode{1497}}{\unicode{1497}}{\unicode{1501}} {\unicode{1492}}{\unicode{1505}}{\unicode{1514}}{\unicode{1489}}{\unicode{1512}}{\unicode{1493}}{\unicode{1514}}{\unicode{1497}}{\unicode{1497}}{\unicode{1501}}.)}, school = {Hebrew University of Jerusalem, Israel}, year = {2004}, url = {https://huji-primo.hosted.exlibrisgroup.com/permalink/f/13ns5ae/972HUJI\_ALMA21169030180003701}, timestamp = {Wed, 14 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/phd/il/Elidan04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iros/SatohOD04, author = {Yoshinori Satoh and Takayuki Okatani and Koichiro Deguchi}, title = {A color-based probabilistic tracking by using graphical models}, booktitle = {2004 {IEEE/RSJ} International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28 - October 2, 2004}, pages = {631--636}, publisher = {{IEEE}}, year = {2004}, url = {https://doi.org/10.1109/IROS.2004.1389423}, doi = {10.1109/IROS.2004.1389423}, timestamp = {Wed, 16 Oct 2019 14:14:51 +0200}, biburl = {https://dblp.org/rec/conf/iros/SatohOD04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iscas/BorgeltGA04a, author = {Christian Borgelt and Daniela Girimonte and Giuseppe Acciani}, title = {Modeling and diagnosis of analog circuits with probabilistic graphical models}, booktitle = {Proceedings of the 2004 International Symposium on Circuits and Systems, {ISCAS} 2004, Vancouver, BC, Canada, May 23-26, 2004}, pages = {485--488}, publisher = {{IEEE}}, year = {2004}, timestamp = {Wed, 16 Oct 2019 14:14:49 +0200}, biburl = {https://dblp.org/rec/conf/iscas/BorgeltGA04a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sspr/CaetanoCB04, author = {Tib{\'{e}}rio S. Caetano and Terry Caelli and Dante Augusto Couto Barone}, editor = {Ana L. N. Fred and Terry Caelli and Robert P. W. Duin and Aur{\'{e}}lio C. Campilho and Dick de Ridder}, title = {An Optimal Probabilistic Graphical Model for Point Set Matching}, booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint {IAPR} International Workshops, {SSPR} 2004 and {SPR} 2004, Lisbon, Portugal, August 18-20, 2004 Proceedings}, series = {Lecture Notes in Computer Science}, volume = {3138}, pages = {162--170}, publisher = {Springer}, year = {2004}, url = {https://doi.org/10.1007/978-3-540-27868-9\_16}, doi = {10.1007/978-3-540-27868-9\_16}, timestamp = {Fri, 27 Mar 2020 08:58:07 +0100}, biburl = {https://dblp.org/rec/conf/sspr/CaetanoCB04.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijis/GamezS03, author = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Probabilistic graphical models}, journal = {Int. J. Intell. Syst.}, volume = {18}, number = {2}, pages = {149--151}, year = {2003}, url = {https://doi.org/10.1002/int.10081}, doi = {10.1002/INT.10081}, timestamp = {Tue, 05 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijis/GamezS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/simulation/XiangAC03, author = {Yang Xiang and Xiangdong An and Nick Cercone}, title = {Simulation of Graphical Models for Multiagent Probabilistic Inference}, journal = {Simul.}, volume = {79}, number = {10}, pages = {545--567}, year = {2003}, url = {https://doi.org/10.1177/0037549703039950}, doi = {10.1177/0037549703039950}, timestamp = {Mon, 08 Jun 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/simulation/XiangAC03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ismir/RaphaelS03, author = {Christopher Raphael and Josh Stoddard}, title = {Harmonic analysis with probabilistic graphical models}, booktitle = {{ISMIR} 2003, 4th International Conference on Music Information Retrieval, Baltimore, Maryland, USA, October 27-30, 2003, Proceedings}, year = {2003}, url = {http://ismir2003.ismir.net/papers/Raphael.pdf}, timestamp = {Tue, 04 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ismir/RaphaelS03.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:books/daglib/0006686, author = {Yang Xiang}, title = {Probabilistic reasoning in multiagent systems - a graphical models approach}, publisher = {Cambridge University Press}, year = {2002}, isbn = {978-0-521-81308-2}, timestamp = {Tue, 12 Apr 2011 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/daglib/0006686.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijar/LarranagaL02, author = {Pedro Larra{\~{n}}aga and Jos{\'{e}} Antonio Lozano}, title = {Synergies between evolutionary computation and probabilistic graphical models}, journal = {Int. J. Approx. Reason.}, volume = {31}, number = {3}, pages = {155--156}, year = {2002}, url = {https://doi.org/10.1016/S0888-613X(02)00118-4}, doi = {10.1016/S0888-613X(02)00118-4}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijar/LarranagaL02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eccv/BealAJ02, author = {Matthew J. Beal and Hagai Attias and Nebojsa Jojic}, editor = {Anders Heyden and Gunnar Sparr and Mads Nielsen and Peter Johansen}, title = {Audio-Video Sensor Fusion with Probabilistic Graphical Models}, booktitle = {Computer Vision - {ECCV} 2002, 7th European Conference on Computer Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {2350}, pages = {736--752}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/3-540-47969-4\_49}, doi = {10.1007/3-540-47969-4\_49}, timestamp = {Tue, 14 May 2019 10:00:45 +0200}, biburl = {https://dblp.org/rec/conf/eccv/BealAJ02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/AllenD02, author = {David Allen and Adnan Darwiche}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Optimal Time-Space Tradeoff in Probabilistic Inference}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-1.ps.gz}, timestamp = {Tue, 05 Sep 2017 10:26:24 +0200}, biburl = {https://dblp.org/rec/conf/pgm/AllenD02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/BlancoIL02, author = {Rosa Blanco and I{\~{n}}aki Inza and Pedro Larra{\~{n}}aga}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Floating Search Methods in Learning Bayesian Networks}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-2.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/BlancoIL02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CamposFH02, author = {Luis M. de Campos and Juan M. Fern{\'{a}}ndez{-}Luna and Juan F. Huete}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Reducing Propagation Effort in Large Polytrees: An Application to Information Retrieval}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-5.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/CamposFH02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CamposGP02, author = {Luis M. de Campos and Jos{\'{e}} A. G{\'{a}}mez and Jos{\'{e}} Miguel Puerta}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Graphical Models to Causal Discovery from Data}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-6.ps.gz}, timestamp = {Tue, 05 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/CamposGP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/CasteloP02, author = {Robert Castelo and Michael D. Perlman}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Learning Essential Graph Markov Models From Data}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-3.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/CasteloP02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Consortium02, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Elvira: An Environment for Creating and Using Probabilistic Graphical Models}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-26.ps.gz}, timestamp = {Fri, 11 Jan 2008 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/Consortium02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/DaneshkhahS02, author = {Alireza Daneshkhah and Jim Q. Smith}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Multicausal Prior Families, Randomisation and Essential Graphs}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-4.ps.gz}, timestamp = {Wed, 22 Dec 2004 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/DaneshkhahS02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/DevirenD02, author = {Murat Deviren and Khalid Daoudi}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Continuous Speech Recognition Using Dynamic Bayesian Networks. {A} Fast Decoding Algorithm}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-7.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/DevirenD02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/HopkinsD02, author = {Mark Hopkins and Adnan Darwiche}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {A Practical Relaxation of Constant-Factor Treewidth Approximation Algorithms}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-9.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/HopkinsD02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Jaeger02, author = {Manfred Jaeger}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Probabilistic Decision Graphs - Combining Verification and {AI} Techniques for Probabilistic Inference}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-10.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Jaeger02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/JensenKLM02, author = {Frank Jensen and Uffe Kj{\ae}rulff and Michael Lang and Anders L. Madsen}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Hugin - The Tool for Bayesian Networks and Influence Diagrams}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-25.ps.gz}, timestamp = {Mon, 14 Feb 2005 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/JensenKLM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KerstingL02, author = {Kristian Kersting and Niels Landwehr}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Scaled Conjugate Gradients for Maximum Likelihood: An Empirical Comparison with the {EM} Algorithm}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-11.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KerstingL02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/KerstingRR02, author = {Kristian Kersting and Tapani Raiko and Luc De Raedt}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Logical Hidden Markov Models (Extendes abstract)}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-12.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/KerstingRR02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/LuD02, author = {Tsai{-}Ching Lu and Marek J. Druzdzel}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Causal Models, Value of Intervention, and Search for Opportunities}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-13.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/LuD02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Lucas02, author = {Peter J. F. Lucas}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Restricted Bayesian Network Structure Learning}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-14.ps.gz}, timestamp = {Fri, 29 Jul 2005 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Lucas02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MartinezMRS02, author = {Irene Mart{\'{\i}}nez and Seraf{\'{\i}}n Moral and Carmelo Rodr{\'{\i}}guez and Antonio Salmer{\'{o}}n}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Factorisation of Probability Trees and its Application to Inference in Bayesian Networks}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-15.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MartinezMRS02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/MoralRS02, author = {Seraf{\'{\i}}n Moral and Rafael Rum{\'{\i}} and Antonio Salmer{\'{o}}n}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Estimating Mixtures of Truncated Exponentials from Data}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-16.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/MoralRS02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/PenaLL02, author = {Jos{\'{e}} M. Pe{\~{n}}a and Jos{\'{e}} Antonio Lozano and Pedro Larra{\~{n}}aga}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Unsupervised Learning of Bayesian Networks Via Estimation of Distribution Algorithms}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-17.ps.gz}, timestamp = {Wed, 28 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/PenaLL02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/PozoB02, author = {Juan A. Fern{\'{a}}ndez del Pozo and Concha Bielza}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {New Structures for Conditional Probability Tables}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-8.ps.gz}, timestamp = {Tue, 07 Feb 2006 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/pgm/PozoB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/PuchSB02, author = {Roberto O. Puch and Jim Q. Smith and Concha Bielza}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Inferentially Efficient Propagation in Non-Decomposable Bayesian Network with Hierarchical Junction Trees}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-18.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/PuchSB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Studeny02, author = {Milan Studen{\'{y}}}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Characterization of Essential Graphs by Means of an Operation of Legal Component Merging}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-19.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Studeny02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/VirtoMIM02, author = {Miguel A. Virto and Jacinto Mart{\'{\i}}n and David R{\'{\i}}os Insua and Arminda Moreno{-}D{\'{\i}}az}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Approximate Solutions of Complex Influence Diagrams through {MCMC} Methods}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-20.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/VirtoMIM02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/Vomlel02, author = {Jir{\'{\i}} Vomlel}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Bayesian Networks in Educational Testing}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-21.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/Vomlel02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/VomlelovaJ02, author = {Marta Vomlelov{\'{a}} and Finn Verner Jensen}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {An Extension of Lazy Evaluation for Influence Diagrams Avoiding Redundant Variables in the Potentials}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-22.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/VomlelovaJ02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/XiangC02, author = {Y. Xiang and X. Chen}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Cooperative Verification of Agent Interface}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-23.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/XiangC02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pgm/YilmazAAB02, author = {Yusuf Kenan Yilmaz and Ethem Alpaydin and H. Levent Akin and Taner Bilgi{\c{c}}}, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {Handling of Deterministic Relationships in Constraint-based Causal Discovery}, booktitle = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, url = {http://www.info-ab.uclm.es/isl/cuenca/proceedings/proc-elec/papers/pgm02-24.ps.gz}, timestamp = {Wed, 06 Oct 2004 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/YilmazAAB02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/02/Larranaga02, author = {Pedro Larra{\~{n}}aga}, editor = {Pedro Larra{\~{n}}aga and Jos{\'{e}} Antonio Lozano}, title = {An Introduction to Probabilistic Graphical Models}, booktitle = {Estimation of Distribution Algorithms}, series = {Genetic Algorithms and Evolutionary Computation}, pages = {27--56}, publisher = {Springer}, year = {2002}, url = {https://doi.org/10.1007/978-1-4615-1539-5\_2}, doi = {10.1007/978-1-4615-1539-5\_2}, timestamp = {Wed, 28 Jun 2023 16:19:42 +0200}, biburl = {https://dblp.org/rec/books/sp/02/Larranaga02.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/pgm/2002, editor = {Jos{\'{e}} A. G{\'{a}}mez and Antonio Salmer{\'{o}}n}, title = {First European Workshop on Probabilistic Graphical Models, 6-8 November - 2002 - Cuenca (Spain), Electronic Proceedings}, year = {2002}, timestamp = {Tue, 05 Sep 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/pgm/2002.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/interspeech/DaoudiFA00, author = {Khalid Daoudi and Dominique Fohr and Christophe Antoine}, title = {A new approach for multi-band speech recognition based on probabilistic graphical models}, booktitle = {Sixth International Conference on Spoken Language Processing, {ICSLP} 2000 / {INTERSPEECH} 2000, Beijing, China, October 16-20, 2000}, pages = {329--332}, publisher = {{ISCA}}, year = {2000}, url = {https://doi.org/10.21437/ICSLP.2000-82}, doi = {10.21437/ICSLP.2000-82}, timestamp = {Thu, 22 Jun 2023 16:42:19 +0200}, biburl = {https://dblp.org/rec/conf/interspeech/DaoudiFA00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/sp/12/Dechter98, author = {Rina Dechter}, editor = {Michael I. Jordan}, title = {Bucket Elimination: {A} Unifying Framework for Probabilistic Inference}, booktitle = {Learning in Graphical Models}, series = {{NATO} {ASI} Series}, volume = {89}, pages = {75--104}, publisher = {Springer Netherlands}, year = {1998}, url = {https://doi.org/10.1007/978-94-011-5014-9\_4}, doi = {10.1007/978-94-011-5014-9\_4}, timestamp = {Wed, 31 Jul 2019 13:30:26 +0200}, biburl = {https://dblp.org/rec/books/sp/12/Dechter98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:books/crc/tucker97/Pearl97, author = {Judea Pearl}, editor = {Allen B. Tucker}, title = {Graphical Models for Probabilistic and Causal Reasoning}, booktitle = {The Computer Science and Engineering Handbook}, pages = {697--714}, publisher = {{CRC} Press}, year = {1997}, timestamp = {Sun, 09 Jul 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/books/crc/tucker97/Pearl97.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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