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ORCIDBibTeX records: Prakash P. Shenoy
@article{DBLP:journals/ijar/Shenoy23,
author = {Prakash P. Shenoy},
title = {Making inferences in incomplete Bayesian networks: {A} Dempster-Shafer
belief function approach},
journal = {Int. J. Approx. Reason.},
volume = {160},
pages = {108967},
year = {2023},
url = {https://doi.org/10.1016/j.ijar.2023.108967},
doi = {10.1016/J.IJAR.2023.108967},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/Shenoy23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JirousekKS23,
author = {Radim Jirousek and
V{\'{a}}clav Kratochv{\'{\i}}l and
Prakash P. Shenoy},
title = {On conditional belief functions in directed graphical models in the
Dempster-Shafer theory},
journal = {Int. J. Approx. Reason.},
volume = {160},
pages = {108976},
year = {2023},
url = {https://doi.org/10.1016/j.ijar.2023.108976},
doi = {10.1016/J.IJAR.2023.108976},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/JirousekKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JirousekKS23a,
author = {Radim Jirousek and
V{\'{a}}clav Kratochv{\'{\i}}l and
Prakash P. Shenoy},
title = {Computing the decomposable entropy of belief-function graphical models},
journal = {Int. J. Approx. Reason.},
volume = {161},
pages = {108984},
year = {2023},
url = {https://doi.org/10.1016/j.ijar.2023.108984},
doi = {10.1016/J.IJAR.2023.108984},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/JirousekKS23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/JirousekKS23,
author = {Radim Jirousek and
V{\'{a}}clav Kratochv{\'{\i}}l and
Prakash P. Shenoy},
editor = {Enrique Miranda and
Ignacio Montes and
Erik Quaeghebeur and
Barbara Vantaggi},
title = {On the relationship between graphical and compositional models for
the Dempster-Shafer theory of belief functions},
booktitle = {International Symposium on Imprecise Probability: Theories and Applications,
{ISIPTA} 2023, 11-14 July 2023, Oviedo, Spain},
series = {Proceedings of Machine Learning Research},
volume = {215},
pages = {259--269},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v215/jirousek23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isipta/JirousekKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/Shenoy23,
author = {Prakash P. Shenoy},
editor = {Enrique Miranda and
Ignacio Montes and
Erik Quaeghebeur and
Barbara Vantaggi},
title = {On distinct belief functions in the Dempster-Shafer theory},
booktitle = {International Symposium on Imprecise Probability: Theories and Applications,
{ISIPTA} 2023, 11-14 July 2023, Oviedo, Spain},
series = {Proceedings of Machine Learning Research},
volume = {215},
pages = {426--437},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v215/shenoy23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isipta/Shenoy23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/AldrichDDSV22,
author = {John C. Aldrich and
A. Philip Dawid and
Thierry Denoeux and
Prakash P. Shenoy and
Vladimir Vovk},
title = {Probability and statistics: Foundations and history. Special Issue
in honor of Glenn Shafer},
journal = {Int. J. Approx. Reason.},
volume = {141},
pages = {1--4},
year = {2022},
url = {https://doi.org/10.1016/j.ijar.2022.01.003},
doi = {10.1016/J.IJAR.2022.01.003},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/AldrichDDSV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/AldrichDDSV22a,
author = {John C. Aldrich and
A. Philip Dawid and
Thierry Denoeux and
Prakash P. Shenoy and
Vladimir Vovk},
title = {Glenn Shafer - {A} short biography},
journal = {Int. J. Approx. Reason.},
volume = {141},
pages = {5--10},
year = {2022},
url = {https://doi.org/10.1016/j.ijar.2022.01.004},
doi = {10.1016/J.IJAR.2022.01.004},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/AldrichDDSV22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JirousekKS22,
author = {Radim Jirousek and
V{\'{a}}clav Kratochv{\'{\i}}l and
Prakash P. Shenoy},
title = {Entropy for evaluation of Dempster-Shafer belief function models},
journal = {Int. J. Approx. Reason.},
volume = {151},
pages = {164--181},
year = {2022},
url = {https://doi.org/10.1016/j.ijar.2022.09.009},
doi = {10.1016/J.IJAR.2022.09.009},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/JirousekKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/JirousekKS22,
author = {Radim Jirousek and
V{\'{a}}clav Kratochv{\'{\i}}l and
Prakash P. Shenoy},
editor = {Sylvie Le H{\'{e}}garat{-}Mascle and
Isabelle Bloch and
Emanuel Aldea},
title = {On Conditional Belief Functions in the Dempster-Shafer Theory},
booktitle = {Belief Functions: Theory and Applications - 7th International Conference,
{BELIEF} 2022, Paris, France, October 26-28, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13506},
pages = {207--218},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17801-6\_20},
doi = {10.1007/978-3-031-17801-6\_20},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/belief/JirousekKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/JirousekKS21,
author = {Radim Jirousek and
V{\'{a}}clav Kratochv{\'{\i}}l and
Prakash P. Shenoy},
editor = {Thierry Denoeux and
Eric Lef{\`{e}}vre and
Zhunga Liu and
Fr{\'{e}}d{\'{e}}ric Pichon},
title = {Entropy-Based Learning of Compositional Models from Data},
booktitle = {Belief Functions: Theory and Applications - 6th International Conference,
{BELIEF} 2021, Shanghai, China, October 15-19, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12915},
pages = {117--126},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-88601-1\_12},
doi = {10.1007/978-3-030-88601-1\_12},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/belief/JirousekKS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/TanS20,
author = {Yi Tan and
Prakash P. Shenoy},
title = {A bias-variance based heuristic for constructing a hybrid logistic
regression-na{\"{\i}}ve Bayes model for classification},
journal = {Int. J. Approx. Reason.},
volume = {117},
pages = {15--28},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2019.09.007},
doi = {10.1016/J.IJAR.2019.09.007},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/TanS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JirousekS20,
author = {Radim Jirousek and
Prakash P. Shenoy},
title = {On properties of a new decomposable entropy of Dempster-Shafer belief
functions},
journal = {Int. J. Approx. Reason.},
volume = {119},
pages = {260--279},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.01.004},
doi = {10.1016/J.IJAR.2020.01.004},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/JirousekS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/DenoeuxS20,
author = {Thierry Denoeux and
Prakash P. Shenoy},
title = {An interval-valued utility theory for decision making with Dempster-Shafer
belief functions},
journal = {Int. J. Approx. Reason.},
volume = {124},
pages = {194--216},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.06.008},
doi = {10.1016/J.IJAR.2020.06.008},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/DenoeuxS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijgs/Shenoy20,
author = {Prakash P. Shenoy},
title = {An expectation operator for belief functions in the Dempster-Shafer
theory},
journal = {Int. J. Gen. Syst.},
volume = {49},
number = {1},
pages = {112--141},
year = {2020},
url = {https://doi.org/10.1080/03081079.2019.1658756},
doi = {10.1080/03081079.2019.1658756},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijgs/Shenoy20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/JaunzemisHCS19,
author = {Andris Davis Jaunzemis and
Marcus J. Holzinger and
Moses W. Chan and
Prakash P. Shenoy},
title = {Evidence gathering for hypothesis resolution using judicial evidential
reasoning},
journal = {Inf. Fusion},
volume = {49},
pages = {26--45},
year = {2019},
url = {https://doi.org/10.1016/j.inffus.2018.09.010},
doi = {10.1016/J.INFFUS.2018.09.010},
timestamp = {Sun, 29 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/JaunzemisHCS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/DenoeuxS19,
author = {Thierry Denoeux and
Prakash P. Shenoy},
editor = {Jasper De Bock and
Cassio P. de Campos and
Gert de Cooman and
Erik Quaeghebeur and
Gregory R. Wheeler},
title = {An Axiomatic Utility Theory for Dempster-Shafer Belief Functions},
booktitle = {International Symposium on Imprecise Probabilities: Theories and Applications,
{ISIPTA} 2019, 3-6 July 2019, Thagaste, Ghent, Belgium},
series = {Proceedings of Machine Learning Research},
volume = {103},
pages = {145--155},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v103/denoeux19a.html},
timestamp = {Mon, 05 Oct 2020 13:00:49 +0200},
biburl = {https://dblp.org/rec/conf/isipta/DenoeuxS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06594,
author = {Thierry Denoeux and
Prakash P. Shenoy},
title = {An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer
Belief Functions},
journal = {CoRR},
volume = {abs/1912.06594},
year = {2019},
url = {http://arxiv.org/abs/1912.06594},
eprinttype = {arXiv},
eprint = {1912.06594},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06594.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JirousekS18,
author = {Radim Jirousek and
Prakash P. Shenoy},
title = {A new definition of entropy of belief functions in the Dempster-Shafer
theory},
journal = {Int. J. Approx. Reason.},
volume = {92},
pages = {49--65},
year = {2018},
url = {https://doi.org/10.1016/j.ijar.2017.10.010},
doi = {10.1016/J.IJAR.2017.10.010},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/JirousekS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SinghaS18,
author = {Sumanta Singha and
Prakash P. Shenoy},
title = {An adaptive heuristic for feature selection based on complementarity},
journal = {Mach. Learn.},
volume = {107},
number = {12},
pages = {2027--2071},
year = {2018},
url = {https://doi.org/10.1007/s10994-018-5728-y},
doi = {10.1007/S10994-018-5728-Y},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SinghaS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/JirousekS18,
author = {Radim Jirousek and
Prakash P. Shenoy},
editor = {S{\'{e}}bastien Destercke and
Thierry Denoeux and
Fabio Cuzzolin and
Arnaud Martin},
title = {A Decomposable Entropy of Belief Functions in the Dempster-Shafer
Theory},
booktitle = {Belief Functions: Theory and Applications - 5th International Conference,
{BELIEF} 2018, Compi{\`{e}}gne, France, September 17-21, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11069},
pages = {146--154},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-99383-6\_19},
doi = {10.1007/978-3-319-99383-6\_19},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/belief/JirousekS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/econvn/JirousekS18,
author = {Radim Jirousek and
Prakash P. Shenoy},
editor = {Ly Hoang Anh and
Le Si Dong and
Vladik Kreinovich and
Nguyen Ngoc Thach},
title = {Combination and Composition in Probabilistic Models},
booktitle = {Econometrics for Financial Applications, {ECONVN} 2018, International
Econometric Conference of Vietnam, Ho Chi Minh, Vietnam, 15-16 January,
2018},
series = {Studies in Computational Intelligence},
volume = {760},
pages = {120--133},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-73150-6\_9},
doi = {10.1007/978-3-319-73150-6\_9},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/econvn/JirousekS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/JaunzemisHCS18,
author = {Andris Davis Jaunzemis and
Marcus J. Holzinger and
Moses W. Chan and
Prakash P. Shenoy},
title = {Evidence Gathering for Hypothesis Resolution Using Judicial Evidential
Reasoning},
booktitle = {21st International Conference on Information Fusion, {FUSION} 2018,
Cambridge, UK, July 10-13, 2018},
pages = {1--8},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/ICIF.2018.8455642},
doi = {10.23919/ICIF.2018.8455642},
timestamp = {Sun, 29 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/JaunzemisHCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/SinghaHS17,
author = {Sumanta Singha and
Steve Hillmer and
Prakash P. Shenoy},
title = {On computing probabilities of dismissal of 10b-5 securities class-action
cases},
journal = {Decis. Support Syst.},
volume = {94},
pages = {29--41},
year = {2017},
url = {https://doi.org/10.1016/j.dss.2016.10.004},
doi = {10.1016/J.DSS.2016.10.004},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/SinghaHS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/CobbS17,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {Inference in Hybrid Bayesian Networks with Nonlinear Deterministic
Conditionals},
journal = {Int. J. Intell. Syst.},
volume = {32},
number = {12},
pages = {1217--1246},
year = {2017},
url = {https://doi.org/10.1002/int.21897},
doi = {10.1002/INT.21897},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijis/CobbS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssci/JirousekS17,
author = {Radim Jirousek and
Prakash P. Shenoy},
title = {Ambiguity aversion and a decision-theoretic framework using belief
functions},
booktitle = {2017 {IEEE} Symposium Series on Computational Intelligence, {SSCI}
2017, Honolulu, HI, USA, November 27 - Dec. 1, 2017},
pages = {1--7},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/SSCI.2017.8280802},
doi = {10.1109/SSCI.2017.8280802},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ssci/JirousekS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/CiniciogluS16,
author = {Esma Nur Cinicioglu and
Prakash P. Shenoy},
title = {A new heuristic for learning Bayesian networks from limited datasets:
a real-time recommendation system application with {RFID} systems
in grocery stores},
journal = {Ann. Oper. Res.},
volume = {244},
number = {2},
pages = {385--405},
year = {2016},
url = {https://doi.org/10.1007/s10479-012-1171-9},
doi = {10.1007/S10479-012-1171-9},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/CiniciogluS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JirousekS16,
author = {Radim Jirousek and
Prakash P. Shenoy},
title = {Causal compositional models in valuation-based systems with examples
in specific theories},
journal = {Int. J. Approx. Reason.},
volume = {72},
pages = {95--112},
year = {2016},
url = {https://doi.org/10.1016/j.ijar.2015.10.003},
doi = {10.1016/J.IJAR.2015.10.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/JirousekS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/JirousekS16,
author = {Radim Jirousek and
Prakash P. Shenoy},
editor = {Jirina Vejnarov{\'{a}} and
V{\'{a}}clav Kratochv{\'{\i}}l},
title = {Entropy of Belief Functions in the Dempster-Shafer Theory: {A} New
Perspective},
booktitle = {Belief Functions: Theory and Applications - 4th International Conference,
{BELIEF} 2016, Prague, Czech Republic, September 21-23, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9861},
pages = {3--13},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45559-4\_1},
doi = {10.1007/978-3-319-45559-4\_1},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/belief/JirousekS16.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 = {Tue, 19 Jan 2021 13:09:20 +0100},
biburl = {https://dblp.org/rec/conf/pgm/TanSCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/ShenoyRS15,
author = {Prakash P. Shenoy and
Rafael Rum{\'{\i}} and
Antonio Salmer{\'{o}}n},
title = {Practical Aspects of Solving Hybrid Bayesian Networks Containing Deterministic
Conditionals},
journal = {Int. J. Intell. Syst.},
volume = {30},
number = {3},
pages = {265--291},
year = {2015},
url = {https://doi.org/10.1002/int.21700},
doi = {10.1002/INT.21700},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/ShenoyRS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JirousekS14,
author = {Radim Jirousek and
Prakash P. Shenoy},
title = {Compositional models in valuation-based systems},
journal = {Int. J. Approx. Reason.},
volume = {55},
number = {1},
pages = {277--293},
year = {2014},
url = {https://doi.org/10.1016/j.ijar.2013.02.002},
doi = {10.1016/J.IJAR.2013.02.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/JirousekS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/JirousekS14,
author = {Radim Jirousek and
Prakash P. Shenoy},
editor = {Fabio Cuzzolin},
title = {Causal Compositional Models in Valuation-Based Systems},
booktitle = {Belief Functions: Theory and Applications - Third International Conference,
{BELIEF} 2014, Oxford, UK, September 26-28, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8764},
pages = {256--264},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11191-9\_28},
doi = {10.1007/978-3-319-11191-9\_28},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/belief/JirousekS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-0569,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {Statistical Decisions Using Likelihood Information Without Prior Probabilities},
journal = {CoRR},
volume = {abs/1301.0569},
year = {2013},
url = {http://arxiv.org/abs/1301.0569},
eprinttype = {arXiv},
eprint = {1301.0569},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-0569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2271,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {A Comparison of Axiomatic Approaches to Qualitative Decision Making
Using Possibility Theory},
journal = {CoRR},
volume = {abs/1301.2271},
year = {2013},
url = {http://arxiv.org/abs/1301.2271},
eprinttype = {arXiv},
eprint = {1301.2271},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-3858,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic
Beliefs},
journal = {CoRR},
volume = {abs/1301.3858},
year = {2013},
url = {http://arxiv.org/abs/1301.3858},
eprinttype = {arXiv},
eprint = {1301.3858},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3858.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-6699,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {On Transformations between Probability and Spohnian Disbelief Functions},
journal = {CoRR},
volume = {abs/1301.6699},
year = {2013},
url = {http://arxiv.org/abs/1301.6699},
eprinttype = {arXiv},
eprint = {1301.6699},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-6699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-7394,
author = {Vasilica Lepar and
Prakash P. Shenoy},
title = {A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer
Architectures for Computing Marginals of Probability Distributions},
journal = {CoRR},
volume = {abs/1301.7394},
year = {2013},
url = {http://arxiv.org/abs/1301.7394},
eprinttype = {arXiv},
eprint = {1301.7394},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-7394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-3604,
author = {Prakash P. Shenoy},
title = {Binary Join Trees},
journal = {CoRR},
volume = {abs/1302.3604},
year = {2013},
url = {http://arxiv.org/abs/1302.3604},
eprinttype = {arXiv},
eprint = {1302.3604},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-3604.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1302-4981,
author = {Prakash P. Shenoy},
title = {A New Pruning Method for Solving Decision Trees and Game Trees},
journal = {CoRR},
volume = {abs/1302.4981},
year = {2013},
url = {http://arxiv.org/abs/1302.4981},
eprinttype = {arXiv},
eprint = {1302.4981},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1302-4981.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-1477,
author = {Prakash P. Shenoy},
title = {Valuation Networks and Conditional Independence},
journal = {CoRR},
volume = {abs/1303.1477},
year = {2013},
url = {http://arxiv.org/abs/1303.1477},
eprinttype = {arXiv},
eprint = {1303.1477},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-1477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5429,
author = {Prakash P. Shenoy},
title = {Conditional Independence in Uncertainty Theories},
journal = {CoRR},
volume = {abs/1303.5429},
year = {2013},
url = {http://arxiv.org/abs/1303.5429},
eprinttype = {arXiv},
eprint = {1303.5429},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5750,
author = {Prakash P. Shenoy},
title = {A Fusion Algorithm for Solving Bayesian Decision Problems},
journal = {CoRR},
volume = {abs/1303.5750},
year = {2013},
url = {http://arxiv.org/abs/1303.5750},
eprinttype = {arXiv},
eprint = {1303.5750},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-1121,
author = {Prakash P. Shenoy and
Glenn Shafer},
title = {Valuation-Based Systems for Discrete Optimization},
journal = {CoRR},
volume = {abs/1304.1121},
year = {2013},
url = {http://arxiv.org/abs/1304.1121},
eprinttype = {arXiv},
eprint = {1304.1121},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-1121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2374,
author = {Prakash P. Shenoy and
Glenn Shafer},
title = {An Axiomatic Framework for Bayesian and Belief-function Propagation},
journal = {CoRR},
volume = {abs/1304.2374},
year = {2013},
url = {http://arxiv.org/abs/1304.2374},
eprinttype = {arXiv},
eprint = {1304.2374},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2712,
author = {Paul R. Cohen and
Glenn Shafer and
Prakash P. Shenoy},
title = {Modifiable Combining Functions},
journal = {CoRR},
volume = {abs/1304.2712},
year = {2013},
url = {http://arxiv.org/abs/1304.2712},
eprinttype = {arXiv},
eprint = {1304.2712},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2712.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-3109,
author = {Prakash P. Shenoy and
Glenn Shafer and
Khaled Mellouli},
title = {Propagation of Belief Functions: {A} Distributed Approach},
journal = {CoRR},
volume = {abs/1304.3109},
year = {2013},
url = {http://arxiv.org/abs/1304.3109},
eprinttype = {arXiv},
eprint = {1304.3109},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-3109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-3846,
author = {Dan Geiger and
Prakash P. Shenoy},
title = {Proceedings of the Thirteenth Conference on Uncertainty in Artificial
Intelligence {(1997)}},
journal = {CoRR},
volume = {abs/1304.3846},
year = {2013},
url = {http://arxiv.org/abs/1304.3846},
eprinttype = {arXiv},
eprint = {1304.3846},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-3846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/da/LiS12,
author = {Yijing Li and
Prakash P. Shenoy},
title = {A Framework for Solving Hybrid Influence Diagrams Containing Deterministic
Conditional Distributions},
journal = {Decis. Anal.},
volume = {9},
number = {1},
pages = {55--75},
year = {2012},
url = {https://doi.org/10.1287/deca.1120.0230},
doi = {10.1287/DECA.1120.0230},
timestamp = {Wed, 22 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/da/LiS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Shenoy12,
author = {Prakash P. Shenoy},
title = {Two issues in using mixtures of polynomials for inference in hybrid
Bayesian networks},
journal = {Int. J. Approx. Reason.},
volume = {53},
number = {5},
pages = {847--866},
year = {2012},
url = {https://doi.org/10.1016/j.ijar.2012.01.008},
doi = {10.1016/J.IJAR.2012.01.008},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Shenoy12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/belief/JirousekS12,
author = {Radim Jirousek and
Prakash P. Shenoy},
editor = {Thierry Denoeux and
Marie{-}H{\'{e}}l{\`{e}}ne Masson},
title = {Compositional Models in Valuation-Based Systems},
booktitle = {Belief Functions: Theory and Applications - Proceedings of the 2nd
International Conference on Belief Functions, Compi{\`{e}}gne, France,
9-11 May 2012},
series = {Advances in Intelligent and Soft Computing},
volume = {164},
pages = {221--228},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29461-7\_26},
doi = {10.1007/978-3-642-29461-7\_26},
timestamp = {Thu, 01 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/belief/JirousekS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/JirousekS12,
author = {Radim Jirousek and
Prakash P. Shenoy},
editor = {Salvatore Greco and
Bernadette Bouchon{-}Meunier and
Giulianella Coletti and
Mario Fedrizzi and
Benedetto Matarazzo and
Ronald R. Yager},
title = {Conditioning in Decomposable Compositional Models in Valuation-Based
Systems},
booktitle = {Advances in Computational Intelligence - 14th International Conference
on Information Processing and Management of Uncertainty in Knowledge-Based
Systems, {IPMU} 2012, Catania, Italy, July 9-13, 2012, Proceedings,
Part {IV}},
series = {Communications in Computer and Information Science},
volume = {300},
pages = {676--685},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31724-8\_70},
doi = {10.1007/978-3-642-31724-8\_70},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/JirousekS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3493,
author = {Yijing Li and
Prakash P. Shenoy},
title = {Solving Hybrid Influence Diagrams with Deterministic Variables},
journal = {CoRR},
volume = {abs/1203.3493},
year = {2012},
url = {http://arxiv.org/abs/1203.3493},
eprinttype = {arXiv},
eprint = {1203.3493},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Shenoy12,
author = {Prakash P. Shenoy},
title = {Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians},
journal = {CoRR},
volume = {abs/1206.6877},
year = {2012},
url = {http://arxiv.org/abs/1206.6877},
eprinttype = {arXiv},
eprint = {1206.6877},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Shenoy12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-1369,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {Hybrid Bayesian Networks with Linear Deterministic Variables},
journal = {CoRR},
volume = {abs/1207.1369},
year = {2012},
url = {http://arxiv.org/abs/1207.1369},
eprinttype = {arXiv},
eprint = {1207.1369},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-1369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4177,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials},
journal = {CoRR},
volume = {abs/1207.4177},
year = {2012},
url = {http://arxiv.org/abs/1207.4177},
eprinttype = {arXiv},
eprint = {1207.4177},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2473,
author = {Liping Liu and
Catherine Shenoy and
Prakash P. Shenoy},
title = {A Linear Belief Function Approach to Portfolio Evaluation},
journal = {CoRR},
volume = {abs/1212.2473},
year = {2012},
url = {http://arxiv.org/abs/1212.2473},
eprinttype = {arXiv},
eprint = {1212.2473},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2473.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-2484,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {Decision Making with Partially Consonant Belief Functions},
journal = {CoRR},
volume = {abs/1212.2484},
year = {2012},
url = {http://arxiv.org/abs/1212.2484},
eprinttype = {arXiv},
eprint = {1212.2484},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-2484.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/GiangS11,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {A decision theory for partially consonant belief functions},
journal = {Int. J. Approx. Reason.},
volume = {52},
number = {3},
pages = {375--394},
year = {2011},
url = {https://doi.org/10.1016/j.ijar.2010.09.001},
doi = {10.1016/J.IJAR.2010.09.001},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/GiangS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ShenoyW11,
author = {Prakash P. Shenoy and
James C. West},
title = {Inference in hybrid Bayesian networks using mixtures of polynomials},
journal = {Int. J. Approx. Reason.},
volume = {52},
number = {5},
pages = {641--657},
year = {2011},
url = {https://doi.org/10.1016/j.ijar.2010.09.003},
doi = {10.1016/J.IJAR.2010.09.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ShenoyW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ShenoyW11a,
author = {Prakash P. Shenoy and
James C. West},
title = {Extended Shenoy-Shafer architecture for inference in hybrid bayesian
networks with deterministic conditionals},
journal = {Int. J. Approx. Reason.},
volume = {52},
number = {6},
pages = {805--818},
year = {2011},
url = {https://doi.org/10.1016/j.ijar.2011.02.005},
doi = {10.1016/J.IJAR.2011.02.005},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ShenoyW11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/Shenoy11,
author = {Prakash P. Shenoy},
editor = {Weiru Liu},
title = {A Re-definition of Mixtures of Polynomials for Inference in Hybrid
Bayesian Networks},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty
- 11th European Conference, {ECSQARU} 2011, Belfast, UK, June 29-July
1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6717},
pages = {98--109},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22152-1\_9},
doi = {10.1007/978-3-642-22152-1\_9},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/Shenoy11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/ShenoyRS11,
author = {Prakash P. Shenoy and
Rafael Rum{\'{\i}} and
Antonio Salmer{\'{o}}n},
editor = {Sebasti{\'{a}}n Ventura and
Ajith Abraham and
Krzysztof J. Cios and
Crist{\'{o}}bal Romero and
Francesco Marcelloni and
Jos{\'{e}} Manuel Ben{\'{\i}}tez and
Eva Lucrecia Gibaja Galindo},
title = {Some practical issues in inference in hybrid Bayesian networks with
deterministic conditionals},
booktitle = {11th International Conference on Intelligent Systems Design and Applications,
{ISDA} 2011, C{\'{o}}rdoba, Spain, November 22-24, 2011},
pages = {605--610},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ISDA.2011.6121722},
doi = {10.1109/ISDA.2011.6121722},
timestamp = {Tue, 23 Aug 2022 09:19:48 +0200},
biburl = {https://dblp.org/rec/conf/isda/ShenoyRS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/BielzaGS10,
author = {Concha Bielza and
Manuel G{\'{o}}mez and
Prakash P. Shenoy},
title = {Modeling challenges with influence diagrams: Constructing probability
and utility models},
journal = {Decis. Support Syst.},
volume = {49},
number = {4},
pages = {354--364},
year = {2010},
url = {https://doi.org/10.1016/j.dss.2010.04.003},
doi = {10.1016/J.DSS.2010.04.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/BielzaGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiS10,
author = {Yijing Li and
Prakash P. Shenoy},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Solving Hybrid Influence Diagrams with Deterministic Variables},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {322--331},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2087\&\#38;proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CiniciogluS09,
author = {Esma Nur Cinicioglu and
Prakash P. Shenoy},
title = {Arc reversals in hybrid Bayesian networks with deterministic variables},
journal = {Int. J. Approx. Reason.},
volume = {50},
number = {5},
pages = {763--777},
year = {2009},
url = {https://doi.org/10.1016/j.ijar.2009.02.005},
doi = {10.1016/J.IJAR.2009.02.005},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CiniciogluS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/ShenoyW09,
author = {Prakash P. Shenoy and
James C. West},
editor = {Claudio Sossai and
Gaetano Chemello},
title = {Inference in Hybrid Bayesian Networks with Deterministic Variables},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
10th European Conference, {ECSQARU} 2009, Verona, Italy, July 1-3,
2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5590},
pages = {46--58},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02906-6\_6},
doi = {10.1007/978-3-642-02906-6\_6},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/ShenoyW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/CobbS08,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {Decision making with hybrid influence diagrams using mixtures of truncated
exponentials},
journal = {Eur. J. Oper. Res.},
volume = {186},
number = {1},
pages = {261--275},
year = {2008},
url = {https://doi.org/10.1016/j.ejor.2007.01.036},
doi = {10.1016/J.EJOR.2007.01.036},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/CobbS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sfsc/ShenoyS08,
author = {Prakash P. Shenoy and
Glenn Shafer},
editor = {Ronald R. Yager and
Liping Liu},
title = {Axioms for Probability and Belief-Function Propagation},
booktitle = {Classic Works of the Dempster-Shafer Theory of Belief Functions},
series = {Studies in Fuzziness and Soft Computing},
volume = {219},
pages = {499--528},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-44792-4\_20},
doi = {10.1007/978-3-540-44792-4\_20},
timestamp = {Fri, 09 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sfsc/ShenoyS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/SunS07,
author = {Lili Sun and
Prakash P. Shenoy},
title = {Using Bayesian networks for bankruptcy prediction: Some methodological
issues},
journal = {Eur. J. Oper. Res.},
volume = {180},
number = {2},
pages = {738--753},
year = {2007},
url = {https://doi.org/10.1016/j.ejor.2006.04.019},
doi = {10.1016/J.EJOR.2006.04.019},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/SunS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/CiniciogluSK07,
author = {Esma Nur Cinicioglu and
Prakash P. Shenoy and
Canan Kocabasoglu},
editor = {Khaled Mellouli},
title = {Use of Radio Frequency Identification for Targeted Advertising: {A}
Collaborative Filtering Approach Using Bayesian Networks},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
9th European Conference, {ECSQARU} 2007, Hammamet, Tunisia, October
31 - November 2, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4724},
pages = {889--900},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-75256-1\_77},
doi = {10.1007/978-3-540-75256-1\_77},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/CiniciogluSK07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/DemirerS06,
author = {Riza Demirer and
Prakash P. Shenoy},
title = {Sequential valuation networks for asymmetric decision problems},
journal = {Eur. J. Oper. Res.},
volume = {169},
number = {1},
pages = {286--309},
year = {2006},
url = {https://doi.org/10.1016/j.ejor.2004.06.009},
doi = {10.1016/J.EJOR.2004.06.009},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/DemirerS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CobbS06,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {Inference in hybrid Bayesian networks with mixtures of truncated exponentials},
journal = {Int. J. Approx. Reason.},
volume = {41},
number = {3},
pages = {257--286},
year = {2006},
url = {https://doi.org/10.1016/j.ijar.2005.06.002},
doi = {10.1016/J.IJAR.2005.06.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CobbS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CobbS06a,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {On the plausibility transformation method for translating belief function
models to probability models},
journal = {Int. J. Approx. Reason.},
volume = {41},
number = {3},
pages = {314--330},
year = {2006},
url = {https://doi.org/10.1016/j.ijar.2005.06.008},
doi = {10.1016/J.IJAR.2005.06.008},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CobbS06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/CobbS06b,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {Operations for inference in continuous Bayesian networks with linear
deterministic variables},
journal = {Int. J. Approx. Reason.},
volume = {42},
number = {1-2},
pages = {21--36},
year = {2006},
url = {https://doi.org/10.1016/j.ijar.2005.10.002},
doi = {10.1016/J.IJAR.2005.10.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/CobbS06b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/JensenNS06,
author = {Finn Verner Jensen and
Thomas D. Nielsen and
Prakash P. Shenoy},
title = {Sequential influence diagrams: {A} unified asymmetry framework},
journal = {Int. J. Approx. Reason.},
volume = {42},
number = {1-2},
pages = {101--118},
year = {2006},
url = {https://doi.org/10.1016/j.ijar.2005.10.007},
doi = {10.1016/J.IJAR.2005.10.007},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/JensenNS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/CobbSR06,
author = {Barry R. Cobb and
Prakash P. Shenoy and
Rafael Rum{\'{\i}}},
title = {Approximating probability density functions in hybrid Bayesian networks
with mixtures of truncated exponentials},
journal = {Stat. Comput.},
volume = {16},
number = {3},
pages = {293--308},
year = {2006},
url = {https://doi.org/10.1007/s11222-006-8175-8},
doi = {10.1007/S11222-006-8175-8},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/CobbSR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiuSS06,
author = {Liping Liu and
Catherine Shenoy and
Prakash P. Shenoy},
title = {Knowledge representation and integration for portfolio evaluation
using linear belief functions},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {36},
number = {4},
pages = {774--785},
year = {2006},
url = {https://doi.org/10.1109/TSMCA.2005.855759},
doi = {10.1109/TSMCA.2005.855759},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiuSS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shenoy06,
author = {Prakash P. Shenoy},
title = {Inference in Hybrid Bayesian Networks Using Mixtures of Gaussians},
booktitle = {{UAI} '06, Proceedings of the 22nd Conference in Uncertainty in Artificial
Intelligence, Cambridge, MA, USA, July 13-16, 2006},
publisher = {{AUAI} Press},
year = {2006},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1290\&\#38;proceeding\_id=22},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Shenoy06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/GiangS05,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {Decision making on the sole basis of statistical likelihood},
journal = {Artif. Intell.},
volume = {165},
number = {2},
pages = {137--163},
year = {2005},
url = {https://doi.org/10.1016/j.artint.2005.03.004},
doi = {10.1016/J.ARTINT.2005.03.004},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/GiangS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/GiangS05,
author = {Phan Hong Giang and
Prakash P. Shenoy},
title = {Two axiomatic approaches to decision making using possibility theory},
journal = {Eur. J. Oper. Res.},
volume = {162},
number = {2},
pages = {450--467},
year = {2005},
url = {https://doi.org/10.1016/j.ejor.2003.05.004},
doi = {10.1016/J.EJOR.2003.05.004},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/GiangS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/CobbS05,
author = {Barry R. Cobb and
Prakash P. Shenoy},
editor = {Llu{\'{\i}}s Godo},
title = {Nonlinear Deterministic Relationships in Bayesian Networks},
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 = {27--38},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11518655\_4},
doi = {10.1007/11518655\_4},
timestamp = {Fri, 05 Jun 2020 11:50:47 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/CobbS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipta/Shenoy05,
author = {Prakash P. Shenoy},
editor = {F{\'{a}}bio Gagliardi Cozman and
Robert Nau and
Teddy Seidenfeld},
title = {No Double Counting Semantics for Conditional Independence},
booktitle = {{ISIPTA} '05, Proceedings of the Fourth International Symposium on
Imprecise Probabilities and Their Applications, Carnegie Mellon University,
Pittsburgh, PA, USA, July 20-23 2005},
pages = {306--314},
publisher = {{SIPTA}},
year = {2005},
timestamp = {Fri, 06 Mar 2015 14:11:06 +0100},
biburl = {https://dblp.org/rec/conf/isipta/Shenoy05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CobbS05,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {Hybrid Bayesian Networks with Linear Deterministic Variables},
booktitle = {{UAI} '05, Proceedings of the 21st Conference in Uncertainty in Artificial
Intelligence, Edinburgh, Scotland, July 26-29, 2005},
pages = {136--144},
publisher = {{AUAI} Press},
year = {2005},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1239\&\#38;proceeding\_id=21},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CobbS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/LiuS04b,
author = {Liping Liu and
Prakash P. Shenoy},
title = {Representing asymmetric decision problems using coarse valuations},
journal = {Decis. Support Syst.},
volume = {37},
number = {1},
pages = {119--135},
year = {2004},
url = {https://doi.org/10.1016/S0167-9236(02)00210-5},
doi = {10.1016/S0167-9236(02)00210-5},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/LiuS04b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/NadkarniS04,
author = {Sucheta Nadkarni and
Prakash P. Shenoy},
title = {A causal mapping approach to constructing Bayesian networks},
journal = {Decis. Support Syst.},
volume = {38},
number = {2},
pages = {259--281},
year = {2004},
url = {https://doi.org/10.1016/S0167-9236(03)00095-2},
doi = {10.1016/S0167-9236(03)00095-2},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/NadkarniS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/CharnesS04,
author = {John M. Charnes and
Prakash P. Shenoy},
title = {Multistage Monte Carlo Method for Solving Influence Diagrams Using
Local Computation},
journal = {Manag. Sci.},
volume = {50},
number = {3},
pages = {405--418},
year = {2004},
url = {https://doi.org/10.1287/mnsc.1030.0138},
doi = {10.1287/MNSC.1030.0138},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/CharnesS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CobbS04,
author = {Barry R. Cobb and
Prakash P. Shenoy},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {Hybrid Influence Diagrams Using Mixtures of Truncated Exponentials},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {85--93},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1162\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CobbS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/ShenoyS03,
author = {Prakash P. Shenoy and
Rajendra P. Srivastava},
title = {Application of Uncertain Reasoning to Business Decisions: An Introduction},
journal = {Inf. Syst. Frontiers},
volume = {5},
number = {4},
pages = {343--344},
year = {2003},
url = {https://doi.org/10.1023/B:ISFI.0000005649.88050.9f},
doi = {10.1023/B:ISFI.0000005649.88050.9F},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/ShenoyS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isf/CobbS03,
author = {Barry R. Cobb and
Prakash P. Shenoy},
title = {A Comparison of Bayesian and Belief Function Reasoning},
journal = {Inf. Syst. Frontiers},
volume = {5},
number = {4},
pages = {345--358},
year = {2003},
url = {https://doi.org/10.1023/B:ISFI.0000005650.63806.03},
doi = {10.1023/B:ISFI.0000005650.63806.03},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/CobbS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/CobbS03,
author = {Barry R. Cobb and
Prakash P. Shenoy},
editor = {Thomas D. Nielsen and
Nevin Lianwen Zhang},
title = {A Comparison of Methods for Transforming Belief Function Models to
Probability Models},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
7th European Conference, {ECSQARU} 2003, Aalborg, Denmark, July 2-5,
2003. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2711},
pages = {255--266},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45062-7\_21},
doi = {10.1007/978-3-540-45062-7\_21},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/CobbS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GiangS03,
author = {Phan Hong Giang and
Prakash P. Shenoy},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {Decision Making with Partially Consonant Belief Functions},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {272--280},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=939\&\#38;proceeding\_id=19},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GiangS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LiuSS03,
author = {Liping Liu and
Catherine Shenoy and
Prakash P. Shenoy},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {A Linear Belief Function Approach to Portfolio Evaluation},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {370--377},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=951\&\#38;proceeding\_id=19},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LiuSS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GiangS02,
author = {Phan Hong Giang and
Prakash P. Shenoy},
editor = {Adnan Darwiche and
Nir Friedman},
title = {Statistical Decisions Using Likelihood Information Without Prior Probabilities},
booktitle = {{UAI} '02, Proceedings of the 18th Conference in Uncertainty in Artificial
Intelligence, University of Alberta, Edmonton, Alberta, Canada, August
1-4, 2002},
pages = {170--178},
publisher = {Morgan Kaufmann},
year = {2002},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=858\&\#38;proceeding\_id=18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GiangS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/NadkarniS01,
author = {Sucheta Nadkarni and
Prakash P. Shenoy},
title = {A Bayesian network approach to making inferences in causal maps},
journal = {Eur. J. Oper. Res.},
volume = {128},
number = {3},
pages = {479--498},
year = {2001},
url = {https://doi.org/10.1016/S0377-2217(99)00368-9},
doi = {10.1016/S0377-2217(99)00368-9},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/NadkarniS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/DemirerS01,
author = {Riza Demirer and
Prakash P. Shenoy},
editor = {Salem Benferhat and
Philippe Besnard},
title = {Sequential Valuation Networks: {A} New Graphical Technique for Asymmetric
Decision Problems},
booktitle = {Symbolic and Quantitative Approaches to Reasoning with Uncertainty,
6th European Conference, {ECSQARU} 2001, Toulouse, France, September
19-21, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2143},
pages = {252--265},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44652-4\_23},
doi = {10.1007/3-540-44652-4\_23},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/DemirerS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GiangS01,
author = {Phan Hong Giang and
Prakash P. Shenoy},
editor = {Jack S. Breese and
Daphne Koller},
title = {A Comparison of Axiomatic Approaches to Qualitative Decision Making
Using Possibility Theory},
booktitle = {{UAI} '01: Proceedings of the 17th Conference in Uncertainty in Artificial
Intelligence, University of Washington, Seattle, Washington, USA,
August 2-5, 2001},
pages = {162--170},
publisher = {Morgan Kaufmann},
year = {2001},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=96\&\#38;proceeding\_id=17},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GiangS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/Shenoy00,
author = {Prakash P. Shenoy},
title = {Valuation network representation and solution of asymmetric decision
problems},
journal = {Eur. J. Oper. Res.},
volume = {121},
number = {3},
pages = {579--608},
year = {2000},
url = {https://doi.org/10.1016/S0377-2217(99)00055-7},
doi = {10.1016/S0377-2217(99)00055-7},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/Shenoy00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GiangS00,
author = {Phan Hong Giang and
Prakash P. Shenoy},
editor = {Craig Boutilier and
Mois{\'{e}}s Goldszmidt},
title = {A Qualitative Linear Utility Theory for Spohn's Theory of Epistemic
Beliefs},
booktitle = {{UAI} '00: Proceedings of the 16th Conference in Uncertainty in Artificial
Intelligence, Stanford University, Stanford, California, USA, June
30 - July 3, 2000},
pages = {220--229},
publisher = {Morgan Kaufmann},
year = {2000},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=26\&\#38;proceeding\_id=16},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GiangS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GiangS99,
author = {Phan Hong Giang and
Prakash P. Shenoy},
editor = {Kathryn B. Laskey and
Henri Prade},
title = {On Transformations between Probability and Spolinian Disbelief Functions},
booktitle = {{UAI} '99: Proceedings of the Fifteenth Conference on Uncertainty
in Artificial Intelligence, Stockholm, Sweden, July 30 - August 1,
1999},
pages = {236--244},
publisher = {Morgan Kaufmann},
year = {1999},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=173\&\#38;proceeding\_id=15},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/GiangS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/SchmidtS98,
author = {Tuija Schmidt and
Prakash P. Shenoy},
title = {Some Improvements to the Shenoy-Shafer and Hugin Architectures for
Computing Marginals},
journal = {Artif. Intell.},
volume = {102},
number = {2},
pages = {323--333},
year = {1998},
url = {https://doi.org/10.1016/S0004-3702(98)00047-2},
doi = {10.1016/S0004-3702(98)00047-2},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/SchmidtS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/LeparS98,
author = {Vasilica Lepar and
Prakash P. Shenoy},
editor = {Gregory F. Cooper and
Seraf{\'{\i}}n Moral},
title = {A Comparison of Lauritzen-Spiegelhalter, Hugin, and Shenoy-Shafer
Architectures for Computing Marginals of Probability Distributions},
booktitle = {{UAI} '98: Proceedings of the Fourteenth Conference on Uncertainty
in Artificial Intelligence, University of Wisconsin Business School,
Madison, Wisconsin, USA, July 24-26, 1998},
pages = {328--337},
publisher = {Morgan Kaufmann},
year = {1998},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=264\&\#38;proceeding\_id=14},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/LeparS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Shenoy97,
author = {Prakash P. Shenoy},
title = {Binary join trees for computing marginals in the Shenoy-Shafer architecture},
journal = {Int. J. Approx. Reason.},
volume = {17},
number = {2-3},
pages = {239--263},
year = {1997},
url = {https://doi.org/10.1016/S0888-613X(97)89135-9},
doi = {10.1016/S0888-613X(97)89135-9},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Shenoy97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/uai/1997,
editor = {Dan Geiger and
Prakash P. Shenoy},
title = {{UAI} '97: Proceedings of the Thirteenth Conference on Uncertainty
in Artificial Intelligence, Brown University, Providence, Rhode Island,
USA, August 1-3, 1997},
publisher = {Morgan Kaufmann},
year = {1997},
isbn = {1-55860-485-5},
timestamp = {Thu, 15 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/1997.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shenoy96,
author = {Prakash P. Shenoy},
editor = {Eric Horvitz and
Finn Verner Jensen},
title = {Binary Join Trees},
booktitle = {{UAI} '96: Proceedings of the Twelfth Annual Conference on Uncertainty
in Artificial Intelligence, Reed College, Portland, Oregon, USA, August
1-4, 1996},
pages = {492--499},
publisher = {Morgan Kaufmann},
year = {1996},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=404\&\#38;proceeding\_id=12},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Shenoy96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/SrivastavaSS95,
author = {Rajendra P. Srivastava and
Prakash P. Shenoy and
Glenn R. Shafer},
title = {Propagating belief functions in AND-trees},
journal = {Int. J. Intell. Syst.},
volume = {10},
number = {7},
pages = {647--664},
year = {1995},
url = {https://doi.org/10.1002/int.4550100703},
doi = {10.1002/INT.4550100703},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/SrivastavaSS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/Shenoy95,
author = {Prakash P. Shenoy},
editor = {Doug Fisher and
Hans{-}Joachim Lenz},
title = {Representing and Solving Asymmetric Decision Problems Using Valuation
Networks},
booktitle = {Learning from Data - Fifth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 1995, Key West, Florida, USA, January, 1995.
Proceedings},
pages = {99--108},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/978-1-4612-2404-4\_10},
doi = {10.1007/978-1-4612-2404-4\_10},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aistats/Shenoy95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shenoy95,
author = {Prakash P. Shenoy},
editor = {Philippe Besnard and
Steve Hanks},
title = {A New Pruning Method for Solving Decision Trees and Game Trees},
booktitle = {{UAI} '95: Proceedings of the Eleventh Annual Conference on Uncertainty
in Artificial Intelligence, Montreal, Quebec, Canada, August 18-20,
1995},
pages = {482--490},
publisher = {Morgan Kaufmann},
year = {1995},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=467\&\#38;proceeding\_id=11},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Shenoy95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/Shenoy94,
author = {Prakash P. Shenoy},
title = {Discussion of Kyburg's "Believing on the Basis of Evidence"},
journal = {Comput. Intell.},
volume = {10},
pages = {92--93},
year = {1994},
url = {https://doi.org/10.1111/j.1467-8640.1994.tb00155.x},
doi = {10.1111/J.1467-8640.1994.TB00155.X},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/Shenoy94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Shenoy94,
author = {Prakash P. Shenoy},
title = {Conditional independence in valuation-based systems},
journal = {Int. J. Approx. Reason.},
volume = {10},
number = {3},
pages = {203--234},
year = {1994},
url = {https://doi.org/10.1016/0888-613X(94)90001-9},
doi = {10.1016/0888-613X(94)90001-9},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Shenoy94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijufks/Shenoy94,
author = {Prakash P. Shenoy},
title = {Representing Conditional Independence Relations by Valuation Networks},
journal = {Int. J. Uncertain. Fuzziness Knowl. Based Syst.},
volume = {2},
number = {2},
pages = {143--166},
year = {1994},
url = {https://doi.org/10.1142/S0218488594000134},
doi = {10.1142/S0218488594000134},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijufks/Shenoy94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informs/Shenoy94,
author = {Prakash P. Shenoy},
title = {Consistency in Valuation-Based Systems},
journal = {{INFORMS} J. Comput.},
volume = {6},
number = {3},
pages = {281--291},
year = {1994},
url = {https://doi.org/10.1287/ijoc.6.3.281},
doi = {10.1287/IJOC.6.3.281},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informs/Shenoy94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecsqaru/Shenoy93,
author = {Prakash P. Shenoy},
editor = {Michael Clarke and
Rudolf Kruse and
Seraf{\'{\i}}n Moral},
title = {Information Sets in Decision Theory},
booktitle = {Symbolic and Quantitative Approaches to Reasoning and Uncertainty,
European Conference, ECSQARU'93, Granada, Spain, November 8-10, 1993,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {747},
pages = {318--325},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/BFb0028216},
doi = {10.1007/BFB0028216},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecsqaru/Shenoy93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shenoy93,
author = {Prakash P. Shenoy},
editor = {David Heckerman and
E. H. Mamdani},
title = {Valuation Networks and Conditional Independence},
booktitle = {{UAI} '93: Proceedings of the Ninth Annual Conference on Uncertainty
in Artificial Intelligence, The Catholic University of America, Providence,
Washington, DC, USA, July 9-11, 1993},
pages = {191--199},
publisher = {Morgan Kaufmann},
year = {1993},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=580\&\#38;proceeding\_id=9},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Shenoy93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ior/Shenoy92,
author = {Prakash P. Shenoy},
title = {Valuation-Based Systems for Bayesian Decision Analysis},
journal = {Oper. Res.},
volume = {40},
number = {3},
pages = {463--484},
year = {1992},
url = {https://doi.org/10.1287/opre.40.3.463},
doi = {10.1287/OPRE.40.3.463},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ior/Shenoy92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shenoy92,
author = {Prakash P. Shenoy},
editor = {Didier Dubois and
Michael P. Wellman},
title = {Conditional lndependence in Uncertainty Theories},
booktitle = {{UAI} '92: Proceedings of the Eighth Annual Conference on Uncertainty
in Artificial Intelligence, Stanford University, Stanford, CA, USA,
July 17-19, 1992},
pages = {284--291},
publisher = {Morgan Kaufmann},
year = {1992},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=661\&\#38;proceeding\_id=8},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Shenoy92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Shenoy91,
author = {Prakash P. Shenoy},
title = {On Spohn's rule for revision of beliefs},
journal = {Int. J. Approx. Reason.},
volume = {5},
number = {2},
pages = {149--181},
year = {1991},
url = {https://doi.org/10.1016/0888-613X(91)90035-K},
doi = {10.1016/0888-613X(91)90035-K},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Shenoy91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shenoy91,
author = {Prakash P. Shenoy},
editor = {Bruce D'Ambrosio and
Philippe Smets},
title = {A Fusion Algorithm for Solving Bayesian Decision Problems},
booktitle = {{UAI} '91: Proceedings of the Seventh Annual Conference on Uncertainty
in Artificial Intelligence, University of California at Los Angeles,
Los Angeles, CA, USA, July 13-15, 1991},
pages = {361--369},
publisher = {Morgan Kaufmann},
year = {1991},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=720\&\#38;proceeding\_id=7},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Shenoy91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/ShaferS90,
author = {Glenn Shafer and
Prakash P. Shenoy},
title = {Probability propagation},
journal = {Ann. Math. Artif. Intell.},
volume = {2},
pages = {327--351},
year = {1990},
url = {https://doi.org/10.1007/BF01531015},
doi = {10.1007/BF01531015},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amai/ShaferS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ShenoyB90,
author = {Prakash P. Shenoy and
Gautam Biswas},
title = {Belief functions and belief maintenance in artificial intelligence},
journal = {Int. J. Approx. Reason.},
volume = {4},
number = {5-6},
pages = {319--322},
year = {1990},
url = {https://doi.org/10.1016/0888-613X(90)90011-P},
doi = {10.1016/0888-613X(90)90011-P},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ShenoyB90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/Shenoy90,
author = {Prakash P. Shenoy},
editor = {Bernadette Bouchon{-}Meunier and
Ronald R. Yager and
Lotfi A. Zadeh},
title = {On Spohn's Theory of Epistemic Beliefs},
booktitle = {Uncertainty in Knowledge Bases, 3rd International Conference on Information
Processing and Management of Uncertainty in Knowledge-Based Systems,
{IPMU} '90, Paris, France, July 2-6, 1990, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {521},
pages = {2--13},
publisher = {Springer},
year = {1990},
url = {https://doi.org/10.1007/BFb0028091},
doi = {10.1007/BFB0028091},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/Shenoy90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Shenoy90,
author = {Prakash P. Shenoy},
editor = {Piero P. Bonissone and
Max Henrion and
Laveen N. Kanal and
John F. Lemmer},
title = {Valuation-based systems for discrete optimisation},
booktitle = {{UAI} '90: Proceedings of the Sixth Annual Conference on Uncertainty
in Artificial Intelligence, MIT, Cambridge, MA, USA, July 27-29, 1990},
pages = {385--400},
publisher = {Elsevier},
year = {1990},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1926\&\#38;proceeding\_id=1006},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/Shenoy90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Shenoy89,
author = {Prakash P. Shenoy},
title = {A valuation-based language for expert systems},
journal = {Int. J. Approx. Reason.},
volume = {3},
number = {5},
pages = {383--411},
year = {1989},
url = {https://doi.org/10.1016/0888-613X(89)90009-1},
doi = {10.1016/0888-613X(89)90009-1},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Shenoy89.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShenoyS88,
author = {Prakash P. Shenoy and
Glenn Shafer},
editor = {Ross D. Shachter and
Tod S. Levitt and
Laveen N. Kanal and
John F. Lemmer},
title = {Axioms for probability and belief-function proagation},
booktitle = {{UAI} '88: Proceedings of the Fourth Annual Conference on Uncertainty
in Artificial Intelligence, Minneapolis, MN, USA, July 10-12, 1988},
pages = {169--198},
publisher = {North-Holland},
year = {1988},
timestamp = {Sun, 22 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShenoyS88.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aiedam/CohenSS87,
author = {Paul R. Cohen and
Glenn Shafer and
Prakash P. Shenoy},
title = {Modifiable combining functions},
journal = {Artif. Intell. Eng. Des. Anal. Manuf.},
volume = {1},
number = {1},
pages = {47--57},
year = {1987},
url = {https://doi.org/10.1017/S0890060400000147},
doi = {10.1017/S0890060400000147},
timestamp = {Thu, 24 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aiedam/CohenSS87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/ShaferM87,
author = {Glenn Shafer and
Prakash P. Shenoy and
Khaled Mellouli},
title = {Propagating belief functions in qualitative Markov trees},
journal = {Int. J. Approx. Reason.},
volume = {1},
number = {4},
pages = {349--400},
year = {1987},
url = {https://doi.org/10.1016/0888-613X(87)90024-7},
doi = {10.1016/0888-613X(87)90024-7},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/ShaferM87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CohenSS87,
author = {Paul R. Cohen and
Glenn Shafer and
Prakash P. Shenoy},
editor = {Laveen N. Kanal and
Tod S. Levitt and
John F. Lemmer},
title = {Modifiable Combining Functions},
booktitle = {{UAI} '87: Proceedings of the Third Annual Conference on Uncertainty
in Artificial Intelligence, Seattle, WA, USA, July 10-12, 1987},
pages = {357--374},
publisher = {Elsevier},
year = {1987},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1827\&\#38;proceeding\_id=1003},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/CohenSS87.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ShenoyS86,
author = {Prakash P. Shenoy and
Glenn Shafer},
title = {Propagating Belief Functions with Local Computations},
journal = {{IEEE} Expert},
volume = {1},
number = {3},
pages = {43--52},
year = {1986},
url = {https://doi.org/10.1109/MEX.1986.4306979},
doi = {10.1109/MEX.1986.4306979},
timestamp = {Wed, 14 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/ShenoyS86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmu/MellouliSS86,
author = {Khaled Mellouli and
Glenn Shafer and
Prakash P. Shenoy},
editor = {Bernadette Bouchon{-}Meunier and
Ronald R. Yager},
title = {Qualitative Markov networks},
booktitle = {Uncertainty in Knowledge-Based Systems, International Conference on
Information Processing and Management of Uncertainty in Knowledge-Based
Systems, {IPMU} '86, Paris, France, June 30 - July 4, 1986, Selected
and Extended Contributions},
series = {Lecture Notes in Computer Science},
volume = {286},
pages = {69--74},
publisher = {Springer},
year = {1986},
url = {https://doi.org/10.1007/3-540-18579-8\_5},
doi = {10.1007/3-540-18579-8\_5},
timestamp = {Fri, 17 Jul 2020 16:12:47 +0200},
biburl = {https://dblp.org/rec/conf/ipmu/MellouliSS86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ShenoySM86,
author = {Prakash P. Shenoy and
Glenn Shafer and
Khaled Mellouli},
editor = {John F. Lemmer and
Laveen N. Kanal},
title = {Propagation of belief functions: a distributed approach},
booktitle = {{UAI} '86: Proceedings of the Second Annual Conference on Uncertainty
in Artificial Intelligence, University of Pennsylvania, Philadelphia,
PA, USA, August 8-10, 1986},
pages = {325--336},
publisher = {Elsevier},
year = {1986},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1790\&\#38;proceeding\_id=1002},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/ShenoySM86.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mss/Shenoy82,
author = {Prakash P. Shenoy},
title = {The Banzhaf power index for political games},
journal = {Math. Soc. Sci.},
volume = {2},
number = {3},
pages = {299--315},
year = {1982},
url = {https://doi.org/10.1016/0165-4896(82)91084-8},
doi = {10.1016/0165-4896(82)91084-8},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mss/Shenoy82.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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