Alessandro Antonucci

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Marco ZaffalonIDSIA and Artificialy.comVerified email at idsia.ch
Denis Deratani MauáProfessor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de SãoVerified email at usp.br
Giorgio CoraniIDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale)Verified email at idsia.ch
Rafael CabañasUniversity of AlmeríaVerified email at ual.es
David HuberIDSIAVerified email at idsia.ch
Alberto PiattiDirector, Professor in STEM education, Department Education and Learning, University of Applied Sciences and Arts of Southern SwitzerlandVerified email at supsi.ch
Alessandro FacchiniSUPSI, IDSIA USI-SUPSIVerified email at supsi.ch
Francesca MangiliIDSIA, usi-supsiVerified email at idsia.ch
Alessio BenavoliAssociate Professor in Statistics, SCSS, Trinity College DublinVerified email at tcd.ie
Vani KanjirangatResearcher, IDSIAVerified email at idsia.ch
Rocco De RosaData Scientist -Researcher - Machine LearningVerified email at sensora.cloud
Claudio BonesanaReseracher, Dalle Molle Institute for Artificial Intelligence IDSIAVerified email at idsia.ch
Fabio CuzzolinProfessor of Artificial Intelligence, Oxford Brookes UniversityVerified email at brookes.ac.uk
Gert de CoomanProfessor in Uncertainty Modelling and Systems Science, Ghent UniversityVerified email at UGent.be
Alessandro GiustiProfessor of AI for Autonomous Robotics, IDSIA, USI-SUPSI, Lugano, SwitzerlandVerified email at idsia.ch
Lilith MatteiPhD candidate at IDSIAVerified email at idsia.ch
Alberto TermineResearch Fellow, Dalle Molle Institute for Artificial Intelligence (IDSIA USI-SUPSI), Lugano, CHVerified email at idsia.ch
Giorgia AdorniSwiss AI Lab IDSIA (Dalle Molle Institute for Artificial Intelligence)Verified email at idsia.ch
Manuel Gómez-Olmedo (mgomez at d...Department of Computer Science and Artificial Intelligence, Universidad de GranadaVerified email at decsai.ugr.es
Giuseppe PrimieroDepartment of Philosophy, University of MilanVerified email at unimi.it

Alessandro Antonucci

Senior Lecturer-Researcher at IDSIA

Verified email at idsia.ch - Homepage

Probabilistic graphical models probabilistic circuits machine learning


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Epistemic irrelevance in credal nets: the case of imprecise Markov trees G De Cooman, F Hermans, A Antonucci, M Zaffalon International Journal of Approximate Reasoning 51 (9), 1029-1052, 2010	69	2010
An ensemble of Bayesian networks for multilabel classification A Antonucci, G Corani, D Maua, S Gabaglio IJCAI, 2013	66	2013
Bayesian networks with imprecise probabilities: Theory and application to classification G Corani, A Antonucci, M Zaffalon Data Mining: Foundations and Intelligent Paradigms: Volume 1: Clustering …, 2012	58	2012
Robust classification of multivariate time series by imprecise hidden Markov models A Antonucci, R De Rosa, A Giusti, F Cuzzolin International Journal of Approximate Reasoning 56, 249-263, 2015	55	2015
Decision-theoretic specification of credal networks: a unified language for uncertain modeling with sets of Bayesian networks A Antonucci, M Zaffalon International Journal of Approximate Reasoning 49 (2), 345-361, 2008	52	2008
Probabilistic inference in credal networks: new complexity results DD Mauá, CP de Campos, A Benavoli, A Antonucci Journal of Artificial Intelligence Research 50, 603-637, 2014	44	2014
Generalized loopy 2U: a new algorithm for approximate inference in credal networks A Antonucci, Y Sun, CP De Campos, M Zaffalon International Journal of Approximate Reasoning 51 (5), 474-484, 2010	43	2010
Approximate credal network updating by linear programming with applications to decision making A Antonucci, CP de Campos, D Huber, M Zaffalon International Journal of Approximate Reasoning 58, 25-38, 2015	42	2015
Building knowledge-based systems by credal networks: a tutorial A Piatti, A Antonucci, M Zaffalon Advances in mathematics research 11, 227-279, 2010	41	2010
Credal sets approximation by lower probabilities: Application to credal networks A Antonucci, F Cuzzolin Computational Intelligence for Knowledge-Based Systems Design: 13th …, 2010	33	2010
Credal networks for military identification problems A Antonucci, R Brühlmann, A Piatti, M Zaffalon International Journal of Approximate Reasoning 50 (4), 666-679, 2009	31	2009
Global sensitivity analysis for MAP inference in graphical models J De Bock, CP De Campos, A Antonucci Advances in Neural Information Processing Systems 27, 2014	30	2014
The imprecise noisy-OR gate A Antonucci 14th International Conference on Information Fusion, 1-7, 2011	30	2011
Structural causal models are (solvable by) credal networks M Zaffalon, A Antonucci, R Cabañas International Conference on Probabilistic Graphical Models, 581-592, 2020	26	2020
Approximating credal network inferences by linear programming A Antonucci, CP De Campos, D Huber, M Zaffalon Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 12th …, 2013	26	2013
Probabilistic graphical models A Antonucci, CP Campos, M Zaffalon Introduction to imprecise probabilities, 207-229, 2014	24	2014
Credal ensembles of classifiers G Corani, A Antonucci Computational Statistics & Data Analysis 71, 818-831, 2014	22	2014
On the complexity of strong and epistemic credal networks DD Mauá, CP De Campos, A Benavoli, A Antonucci arXiv preprint arXiv:1309.6845, 2013	22	2013
CREDO: a military decision-support system based on credal networks A Antonucci, D Huber, M Zaffalon, P Luginbühl, I Chapman, R Ladouceur Proceedings of the 16th International Conference on Information Fusion, 1942 …, 2013	22	2013
The Multilabel Naive Credal Classifier A Antonucci, G Corani ISIPTA'15: Proceedings of the Ninth International Symposium on Imprecise …, 2015	21	2015

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