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@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}
}
@phdthesis{DBLP:phd/basesearch/Goodarzi23,
author = {Meysam Goodarzi},
title = {Probabilistic Graphical Models: an Application in Synchronization
and Localization},
school = {{HU} Berlin, Germany},
year = {2023},
url = {http://edoc.hu-berlin.de/18452/27425},
urn = {urn:nbn:de:kobv:11-110-18452/27425-2},
doi = {10.18452/26432},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Goodarzi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/basesearch/Pastorino23,
author = {Martina Pastorino},
title = {Probabilistic graphical models and deep learning methods for remote
sensing image analysis},
school = {University of Genoa, Italy},
year = {2023},
url = {https://hdl.handle.net/11567/1155735},
doi = {10.15167/PASTORINO-MARTINA\_PHD2023-12-11},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Pastorino23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Hartwig23,
author = {Mattis Hartwig},
title = {New methods for efficient query answering in Gaussian probabilistic
graphical models},
school = {University of L{\"{u}}beck, Germany},
year = {2023},
url = {https://www.zhb.uni-luebeck.de/epubs/ediss2839.pdf},
urn = {urn:nbn:de:gbv:841-20221122425},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Hartwig23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/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 = {Fri, 22 Mar 2024 00:00:00 +0100},
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 = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/Hernandez-Gonzalez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/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 L. N. Fred and
Joaquim Filipe},
title = {Probabilistic Graphical Models: On Reasoning, Learning, and Revision
(Extended Abstract)},
booktitle = {Proceedings of the 14th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2022, Volume 1: KDIR, Valletta, Malta, October 24-26, 2022},
pages = {9--10},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011598200003335},
doi = {10.5220/0011598200003335},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/ic3k/Kruse22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/PastorinoMSZ22,
author = {Martina Pastorino and
Gabriele Moser and
Sebastiano B. Serpico and
Josiane Zerubia},
title = {Semantic Segmentation of {SAR} Images Through Fully Convolutional
Networks and Hierarchical Probabilistic Graphical Models},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {1047--1050},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9883111},
doi = {10.1109/IGARSS46834.2022.9883111},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/PastorinoMSZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/CostaO22,
author = {Gianni Costa and
Riccardo Ortale},
editor = {Luc De Raedt},
title = {Overlapping Communities and Roles in Networks with Node Attributes:
Probabilistic Graphical Modeling, Bayesian Formulation and Variational
Inference (Extended Abstract)},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {5713--5717},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/796},
doi = {10.24963/IJCAI.2022/796},
timestamp = {Wed, 27 Jul 2022 16:43:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/CostaO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HsiehJ22,
author = {Cheng{-}Han Hsieh and
Jie{-}Hong R. Jiang},
editor = {Luc De Raedt},
title = {Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability},
booktitle = {Proceedings of the Thirty-First International Joint Conference on
Artificial Intelligence, {IJCAI} 2022, Vienna, Austria, 23-29 July
2022},
pages = {1834--1842},
publisher = {ijcai.org},
year = {2022},
url = {https://doi.org/10.24963/ijcai.2022/255},
doi = {10.24963/IJCAI.2022/255},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HsiehJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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 = {Tue, 08 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/HaaslerSZKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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 = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/PastorinoMSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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, 26 Apr 2023 01:00:00 +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/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 = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isscc/WanKEZLWD0RJWCW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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 = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-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 = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/QiangFYGZS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/RamazzottiNAG19,
author = {Daniele Ramazzotti and
Marco S. Nobile and
Marco Antoniotti and
Alex Graudenzi},
title = {Efficient computational strategies to learn the structure of probabilistic
graphical models of cumulative phenomena},
journal = {J. Comput. Sci.},
volume = {30},
pages = {1--10},
year = {2019},
url = {https://doi.org/10.1016/j.jocs.2018.10.009},
doi = {10.1016/J.JOCS.2018.10.009},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/RamazzottiNAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/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 = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cdmake/SarantiTEH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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 = {Mon, 22 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/AriasPLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/indin/WunderlichH19,
author = {Paul Wunderlich and
Nemanja Hranisavljevic},
title = {Comparison of Different Probabilistic Graphical Models as Causal Models
in Alarm Flood Reduction},
booktitle = {17th {IEEE} International Conference on Industrial Informatics, {INDIN}
2019, Helsinki, Finland, July 22-25, 2019},
pages = {1285--1290},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/INDIN41052.2019.8972251},
doi = {10.1109/INDIN41052.2019.8972251},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/indin/WunderlichH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/CraleyJV19,
author = {Jeff Craley and
Emily Johnson and
Archana Venkataraman},
editor = {Albert C. S. Chung and
James C. Gee and
Paul A. Yushkevich and
Siqi Bao},
title = {Integrating Convolutional Neural Networks and Probabilistic Graphical
Modeling for Epileptic Seizure Detection in Multichannel {EEG}},
booktitle = {Information Processing in Medical Imaging - 26th International Conference,
{IPMI} 2019, Hong Kong, China, June 2-7, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11492},
pages = {291--303},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-20351-1\_22},
doi = {10.1007/978-3-030-20351-1\_22},
timestamp = {Wed, 22 May 2019 11:15:35 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/CraleyJV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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 = {Thu, 07 Nov 2019 14:48:26 +0100},
biburl = {https://dblp.org/rec/conf/sensys/BejaranoKRSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/SunB19,
author = {Xudong Sun and
Bernd Bischl},
title = {Tutorial and Survey on Probabilistic Graphical Model and Variational
Inference in Deep Reinforcement Learning},
booktitle = {{IEEE} Symposium Series on Computational Intelligence, {SSCI} 2019,
Xiamen, China, December 6-9, 2019},
pages = {110--119},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/SSCI44817.2019.9003114},
doi = {10.1109/SSCI44817.2019.9003114},
timestamp = {Wed, 26 Feb 2020 16:57:41 +0100},
biburl = {https://dblp.org/rec/conf/ssci/SunB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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},
timestamp = {Thu, 15 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/basesearch/Ye17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Mukherjee17,
author = {Subhabrata Mukherjee},
title = {Probabilistic graphical models for credibility analysis in evolving
online communities},
school = {Saarland University, Saarbr{\"{u}}cken, Germany},
year = {2017},
url = {http://scidok.sulb.uni-saarland.de/volltexte/2017/6926/},
urn = {urn:nbn:de:bsz:291-scidok-69269},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Mukherjee17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Trajkovska17,
author = {Vera Trajkovska},
title = {Learning probabilistic graphical models for image segmentation},
school = {University of Heidelberg, Germany},
year = {2017},
url = {http://www.ub.uni-heidelberg.de/archiv/23778},
urn = {urn:nbn:de:bsz:16-heidok-237782},
timestamp = {Sat, 17 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/dnb/Trajkovska17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ethos/Fabris17,
author = {Fabio Fabris},
title = {New probabilistic graphical models and meta-learning approaches for
hierarchical classification, with applications in bioinformatics and
ageing},
school = {University of Kent, Canterbury, {UK}},
year = {2017},
url = {https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.724263},
timestamp = {Tue, 05 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ethos/Fabris17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Gasse17,
author = {Maxime Gasse},
title = {Probabilistic Graphical Model Structure Learning: Application to Multi-Label
Classification. (Apprentissage de Structure de Mod{\`{e}}les Graphiques
Probabilistes: Application {\`{a}} la Classification Multi-Label)},
school = {Claude Bernard University Lyon 1},
year = {2017},
url = {https://tel.archives-ouvertes.fr/tel-01442613},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Gasse17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/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 = {Sun, 02 Oct 2022 01:00:00 +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, 20 Aug 2019 16:16:54 +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 = {Tue, 02 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QiangFYGZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/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 = {Sun, 25 Oct 2020 01:00:00 +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 = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/EryilmazNJKBLLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/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 = {Thu, 18 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, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LakretzCFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuFI15,
author = {Qiang Liu and
John W. Fisher III and
Alexander Ihler},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Probabilistic Variational Bounds for Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1432--1440},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/43feaeeecd7b2fe2ae2e26d917b6477d-Abstract.html},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiuFI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scipy/AnkanP15,
author = {Ankur Ankan and
Abinash Panda},
editor = {Kathryn Huff and
James Bergstra},
title = {pgmpy: Probabilistic Graphical Models using Python},
booktitle = {Proceedings of the 14th Python in Science Conference 2015 (SciPy 2015),
Austin, Texas, July 6 - 12, 2015},
pages = {6--11},
publisher = {scipy.org},
year = {2015},
url = {https://doi.org/10.25080/Majora-7b98e3ed-001},
doi = {10.25080/MAJORA-7B98E3ED-001},
timestamp = {Thu, 23 Feb 2023 17:07:21 +0100},
biburl = {https://dblp.org/rec/conf/scipy/AnkanP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sum/MauaC15,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Christoph Beierle and
Alex Dekhtyar},
title = {DL-Lite Bayesian Networks: {A} Tractable Probabilistic Graphical Model},
booktitle = {Scalable Uncertainty Management - 9th International Conference, {SUM}
2015, Qu{\'{e}}bec City, QC, Canada, September 16-18, 2015. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9310},
pages = {50--64},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23540-0\_4},
doi = {10.1007/978-3-319-23540-0\_4},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sum/MauaC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ZhouFHN15,
author = {Yun Zhou and
Norman E. Fenton and
Timothy M. Hospedales and
Martin Neil},
editor = {Marina Meila and
Tom Heskes},
title = {Probabilistic Graphical Models Parameter Learning with Transferred
Prior and Constraints},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {972--981},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/190.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/ZhouFHN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/Yang15,
author = {Michael Ying Yang},
editor = {Jos{\'{e}} Braz and
Sebastiano Battiato and
Francisco H. Imai},
title = {A Generic Probabilistic Graphical Model for Region-based Scene Interpretation},
booktitle = {{VISAPP} 2015 - Proceedings of the 10th International Conference on
Computer Vision Theory and Applications, Volume 2, Berlin, Germany,
11-14 March, 2015},
pages = {486--491},
publisher = {SciTePress},
year = {2015},
url = {https://doi.org/10.5220/0005341004860491},
doi = {10.5220/0005341004860491},
timestamp = {Wed, 24 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/Yang15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AlJaddaKOGMRKYR15,
author = {Khalifeh AlJadda and
Mohammed Korayem and
Camilo Ortiz and
Trey Grainger and
John A. Miller and
Khaled Rasheed and
Krys J. Kochut and
William S. York and
Ren{\'{e}} Ranzinger and
Melody P. Porterfield},
title = {Mining Massive Hierarchical Data Using a Scalable Probabilistic Graphical
Model},
journal = {CoRR},
volume = {abs/1512.08525},
year = {2015},
url = {http://arxiv.org/abs/1512.08525},
eprinttype = {arXiv},
eprint = {1512.08525},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AlJaddaKOGMRKYR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/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 = {Fri, 24 Mar 2023 00:00:00 +0100},
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 = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmlc/BeheshtiL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/RuffaldiPFA14,
author = {Emanuele Ruffaldi and
Lorenzo Peppoloni and
Alessandro Filippeschi and
Carlo Alberto Avizzano},
title = {A novel approach to motion tracking with wearable sensors based on
Probabilistic Graphical Models},
booktitle = {2014 {IEEE} International Conference on Robotics and Automation, {ICRA}
2014, Hong Kong, China, May 31 - June 7, 2014},
pages = {1247--1252},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICRA.2014.6907013},
doi = {10.1109/ICRA.2014.6907013},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icra/RuffaldiPFA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MizrahiDF14,
author = {Yariv Dror Mizrahi and
Misha Denil and
Nando de Freitas},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Distributed Parameter Estimation in Probabilistic Graphical Models},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1700--1708},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/5705e1164a8394aace6018e27d20d237-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MizrahiDF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MohanP14,
author = {Karthika Mohan and
Judea Pearl},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Graphical Models for Recovering Probabilistic and Causal Queries from
Missing Data},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1520--1528},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/31839b036f63806cba3f47b93af8ccb5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MohanP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/AlbrechtNW14,
author = {David W. Albrecht and
Ann E. Nicholson and
Chris Whittle},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Structural Sensitivity for the Knowledge Engineering of Bayesian Networks},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {1--16},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_1},
doi = {10.1007/978-3-319-11433-0\_1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/AlbrechtNW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/AriasGNP14,
author = {Jacinto Arias and
Jos{\'{e}} A. G{\'{a}}mez and
Thomas D. Nielsen and
Jos{\'{e}} Miguel Puerta},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {A Pairwise Class Interaction Framework for Multilabel Classification},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {17--32},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_2},
doi = {10.1007/978-3-319-11433-0\_2},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/AriasGNP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BendtsenP14,
author = {Marcus Bendtsen and
Jos{\'{e}} M. Pe{\~{n}}a},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Learning Gated Bayesian Networks for Algorithmic Trading},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {49--64},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_4},
doi = {10.1007/978-3-319-11433-0\_4},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/BendtsenP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BoltR14,
author = {Janneke H. Bolt and
Silja Renooij},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Local Sensitivity of Bayesian Networks to Multiple Simultaneous Parameter
Shifts},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {65--80},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_5},
doi = {10.1007/978-3-319-11433-0\_5},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/BoltR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/BoomBCC14,
author = {Cedric De Boom and
Jasper De Bock and
Arthur Van Camp and
Gert de Cooman},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Robustifying the Viterbi Algorithm},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {160--175},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_11},
doi = {10.1007/978-3-319-11433-0\_11},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/BoomBCC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/ButzOM14,
author = {Cory J. Butz and
Jhonatan de S. Oliveira and
Anders L. Madsen},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Bayesian Network Inference Using Marginal Trees},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {81--96},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_6},
doi = {10.1007/978-3-319-11433-0\_6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/ButzOM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/CabanasCGM14,
author = {Rafael Caba{\~{n}}as and
Andr{\'{e}}s Cano and
Manuel G{\'{o}}mez{-}Olmedo and
Anders L. Madsen},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {On SPI-Lazy Evaluation of Influence Diagrams},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {97--112},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_7},
doi = {10.1007/978-3-319-11433-0\_7},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/CabanasCGM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/CamposCCZ14,
author = {Cassio P. de Campos and
Marco Cuccu and
Giorgio Corani and
Marco Zaffalon},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Extended Tree Augmented Naive Classifier},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {176--189},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_12},
doi = {10.1007/978-3-319-11433-0\_12},
timestamp = {Mon, 05 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/CamposCCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/CanoGMP14,
author = {Andr{\'{e}}s Cano and
Manuel G{\'{o}}mez{-}Olmedo and
Seraf{\'{\i}}n Moral and
Cora B. P{\'{e}}rez{-}Ariza},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Extended Probability Trees for Probabilistic Graphical Models},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {113--128},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_8},
doi = {10.1007/978-3-319-11433-0\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/CanoGMP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Cobb14,
author = {Barry R. Cobb},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Mixture of Polynomials Probability Distributions for Grouped Sample
Data},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {129--144},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_9},
doi = {10.1007/978-3-319-11433-0\_9},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Cobb14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/CoraniAMG14,
author = {Giorgio Corani and
Alessandro Antonucci and
Denis Deratani Mau{\'{a}} and
Sandra Gabaglio},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Trading off Speed and Accuracy in Multilabel Classification},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {145--159},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_10},
doi = {10.1007/978-3-319-11433-0\_10},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/CoraniAMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/FernandezRSS14,
author = {Antonio Fern{\'{a}}ndez and
Rafael Rum{\'{\i}} and
Jos{\'{e}} del Sagrado and
Antonio Salmer{\'{o}}n},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Supervised Classification Using Hybrid Probabilistic Decision Graphs},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {206--221},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_14},
doi = {10.1007/978-3-319-11433-0\_14},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/FernandezRSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/HeijdenH14,
author = {Maarten van der Heijden and
Arjen Hommersom},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Causal Independence Models for Continuous Time Bayesian Networks},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {503--518},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_33},
doi = {10.1007/978-3-319-11433-0\_33},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/HeijdenH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/HullamA14,
author = {G{\'{a}}bor Hull{\'{a}}m and
Peter Antal},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Towards a Bayesian Decision Theoretic Analysis of Contextual Effect
Modifiers},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {222--237},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_15},
doi = {10.1007/978-3-319-11433-0\_15},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/HullamA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/JonghD14,
author = {Martijn de Jongh and
Marek J. Druzdzel},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Evaluation of Rules for Coping with Insufficient Data in Constraint-Based
Search Algorithms},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {190--205},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_13},
doi = {10.1007/978-3-319-11433-0\_13},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/JonghD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/KraisangkaD14,
author = {Jidapa Kraisangka and
Marek J. Druzdzel},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Discrete Bayesian Network Interpretation of the Cox's Proportional
Hazards Model},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {238--253},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_16},
doi = {10.1007/978-3-319-11433-0\_16},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/KraisangkaD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Kwisthout14,
author = {Johan Kwisthout},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Minimizing Relative Entropy in Hierarchical Predictive Coding},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {254--270},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_17},
doi = {10.1007/978-3-319-11433-0\_17},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Kwisthout14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Kwisthout14a,
author = {Johan Kwisthout},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Treewidth and the Computational Complexity of {MAP} Approximations},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {271--285},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_18},
doi = {10.1007/978-3-319-11433-0\_18},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Kwisthout14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MadsenJKS14,
author = {Anders L. Madsen and
Frank Jensen and
Martin Karlsen and
Nicolaj S{\o}ndberg{-}Jeppesen},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Bayesian Networks with Function Nodes},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {286--301},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_19},
doi = {10.1007/978-3-319-11433-0\_19},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MadsenJKS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MadsenJSKLN14,
author = {Anders L. Madsen and
Frank Jensen and
Antonio Salmer{\'{o}}n and
Martin Karlsen and
Helge Langseth and
Thomas D. Nielsen},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {A New Method for Vertical Parallelisation of {TAN} Learning Based
on Balanced Incomplete Block Designs},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {302--317},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_20},
doi = {10.1007/978-3-319-11433-0\_20},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MadsenJSKLN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Maua14,
author = {Denis Deratani Mau{\'{a}}},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Equivalences between Maximum a Posteriori Inference in Bayesian Networks
and Maximum Expected Utility Computation in Influence Diagrams},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {318--333},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_21},
doi = {10.1007/978-3-319-11433-0\_21},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Maua14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MauaC14,
author = {Denis Deratani Mau{\'{a}} and
F{\'{a}}bio Gagliardi Cozman},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Speeding Up k-Neighborhood Local Search in Limited Memory Influence
Diagrams},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {334--349},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_22},
doi = {10.1007/978-3-319-11433-0\_22},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MauaC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MeertV14,
author = {Wannes Meert and
Joost Vennekens},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Inhibited Effects in CP-Logic},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {350--365},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_23},
doi = {10.1007/978-3-319-11433-0\_23},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MeertV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/MradDPL14,
author = {Ali Ben Mrad and
V{\'{e}}ronique Delcroix and
Sylvain Piechowiak and
Philip Leicester},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {From Information to Evidence in a Bayesian Network},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {33--48},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_3},
doi = {10.1007/978-3-319-11433-0\_3},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/MradDPL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/NowakD14,
author = {Krzysztof Nowak and
Marek J. Druzdzel},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Learning Parameters in Canonical Models Using Weighted Least Squares},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {366--381},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_24},
doi = {10.1007/978-3-319-11433-0\_24},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/NowakD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Pena14,
author = {Jos{\'{e}} M. Pe{\~{n}}a},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Learning Marginal {AMP} Chain Graphs under Faithfulness},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {382--395},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_25},
doi = {10.1007/978-3-319-11433-0\_25},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Pena14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/PerezBL14,
author = {Aritz P{\'{e}}rez and
Christian Blum and
Jos{\'{e}} Antonio Lozano},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Learning Maximum Weighted (k+1)-Order Decomposable Graphs by Integer
Linear Programming},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {396--408},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_26},
doi = {10.1007/978-3-319-11433-0\_26},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/PerezBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Ramirez-CoronaSM14,
author = {Mallinali Ram{\'{\i}}rez{-}Corona and
Luis Enrique Sucar and
Eduardo F. Morales},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Multi-label Classification for Tree and Directed Acyclic Graphs Hierarchies},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {409--425},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_27},
doi = {10.1007/978-3-319-11433-0\_27},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Ramirez-CoronaSM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/ScanagattaCZ14,
author = {Mauro Scanagatta and
Cassio P. de Campos and
Marco Zaffalon},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {426--441},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_28},
doi = {10.1007/978-3-319-11433-0\_28},
timestamp = {Mon, 05 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/ScanagattaCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/SokolovaGCH14,
author = {Elena Sokolova and
Perry Groot and
Tom Claassen and
Tom Heskes},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Causal Discovery from Databases with Discrete and Continuous Variables},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {442--457},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_29},
doi = {10.1007/978-3-319-11433-0\_29},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/SokolovaGCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Sonntag14,
author = {Dag Sonntag},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {On Expressiveness of the {AMP} Chain Graph Interpretation},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {458--470},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_30},
doi = {10.1007/978-3-319-11433-0\_30},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Sonntag14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/Suzuki14,
author = {Joe Suzuki},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Learning Bayesian Network Structures When Discrete and Continuous
Variables Are Present},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {471--486},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_31},
doi = {10.1007/978-3-319-11433-0\_31},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/Suzuki14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/TriantafilouTR14,
author = {Sofia Triantafilou and
Ioannis Tsamardinos and
Anna Roumpelaki},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Learning Neighborhoods of High Confidence in Constraint-Based Causal
Discovery},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {487--502},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_32},
doi = {10.1007/978-3-319-11433-0\_32},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/TriantafilouTR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/VarandoBL14,
author = {Gherardo Varando and
Concha Bielza and
Pedro Larra{\~{n}}aga},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Expressive Power of Binary Relevance and Chain Classifiers Based on
Bayesian Networks for Multi-label Classification},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {519--534},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_34},
doi = {10.1007/978-3-319-11433-0\_34},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/VarandoBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/VomlelT14,
author = {Jir{\'{\i}} Vomlel and
Petr Tichavsk{\'{y}}},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {An Approximate Tensor-Based Inference Method Applied to the Game of
Minesweeper},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {535--550},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_35},
doi = {10.1007/978-3-319-11433-0\_35},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/VomlelT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/XiangL14,
author = {Yang Xiang and
Qing Liu},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {Compression of Bayesian Networks with {NIN-AND} Tree Modeling},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {551--566},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_36},
doi = {10.1007/978-3-319-11433-0\_36},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/XiangL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/ZhangWC14,
author = {Nevin Lianwen Zhang and
Xiaofei Wang and
Peixian Chen},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {A Study of Recently Discovered Equalities about Latent Tree Models
Using Inverse Edges},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {567--580},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_37},
doi = {10.1007/978-3-319-11433-0\_37},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pgm/ZhangWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/ZhouFN14,
author = {Yun Zhou and
Norman E. Fenton and
Martin Neil},
editor = {Linda C. van der Gaag and
A. J. Feelders},
title = {An Extended {MPL-C} Model for Bayesian Network Parameter Learning
with Exterior Constraints},
booktitle = {Probabilistic Graphical Models - 7th European Workshop, {PGM} 2014,
Utrecht, The Netherlands, September 17-19, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8754},
pages = {581--596},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11433-0\_38},
doi = {10.1007/978-3-319-11433-0\_38},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pgm/ZhouFN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShalemBGB14,
author = {Bar Shalem and
Yoram Bachrach and
John Guiver and
Christopher M. Bishop},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Students, Teachers, Exams and MOOCs: Predicting and Optimizing Attainment
in Web-Based Education Using a Probabilistic Graphical Model},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {82--97},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_6},
doi = {10.1007/978-3-662-44845-8\_6},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/ShalemBGB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/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 = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/SteimerD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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 = {Mon, 04 Sep 2023 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 = {Wed, 12 Apr 2023 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, 25 Oct 2020 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, 05 Sep 2023 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 = {{INTERSPEECH} 2006 - ICSLP, Ninth International Conference on Spoken
Language Processing, 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 = {Thu, 22 Jun 2023 16:42:16 +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 Gezsi 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 = {Thu, 12 Mar 2020 00:00:00 +0100},
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 = {Wed, 14 Nov 2018 00:00:00 +0100},
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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