Alessandro Antonucci

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Marco ZaffalonIDSIA and Artificialy.comVerified email at idsia.ch
Giorgio CoraniIDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale), Manno (Switzerland)Verified email at idsia.ch
Denis Deratani MauáProfessor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de SãoVerified email at usp.br
Alessio BenavoliAssociate Professor in Statistics, SCSS, Trinity College DublinVerified email at tcd.ie
Fabio CuzzolinProfessor of Artificial Intelligence, Oxford Brookes UniversityVerified email at brookes.ac.uk
Rocco De RosaData Scientist -Researcher - Machine LearningVerified email at sensora.cloud
Rafael CabañasIDSIA - Istituto Dalle Molle di studi sull'Intelligenza ArtificialeVerified email at idsia.ch
David HuberIDSIAVerified email at idsia.ch
Gert de CoomanProfessor in Uncertainty Modelling and Systems Science, Ghent UniversityVerified email at UGent.be
Alessandro FacchiniIDSIA - USI/SUPSI (Dalle Molle Institute For Artificial Intelligence)Verified email at idsia.ch
Alessandro GiustiProfessor of AI for Autonomous Robotics, IDSIA, USI-SUPSI, Lugano, SwitzerlandVerified email at idsia.ch
Francesca MangiliIDSIA, usi-supsiVerified email at idsia.ch
Vani KanjirangatResearcher, IDSIAVerified 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
Lilith MatteiPhD candidate at IDSIAVerified email at idsia.ch
Andrés CanoDepartment of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Marco E. G. V. CattaneoClinical Trial Unit, Department of Clinical Research, University of BaselVerified email at unibas.ch
Yi SunGoogleVerified email at idsia.ch
Fabio RinaldiDalle Molle Institute for Artificial Intelligence Research (IDSIA), LuganoVerified email at idsia.ch
Sandra MitrovićPostdoctoral Researcher, IDSIAVerified email at idsia.ch

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	70	2010
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	70	2010
An ensemble of Bayesian networks for multilabel classification A Antonucci, G Corani, D Maua, S Gabaglio IJCAI, 2013	53	2013
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	49	2008
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	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	40	2010
Bayesian networks with imprecise probabilities: Theory and application to classification G Corani, A Antonucci, M Zaffalon Data Mining: Foundations and Intelligent Paradigms, 49-93, 2012	38	2012
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	36	2010
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	35	2014
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	25	2015
Credal networks for military identification problems A Antonucci, R Brühlmann, A Piatti, M Zaffalon International Journal of Approximate Reasoning 50 (4), 666-679, 2009	25	2009
Credal sets approximation by lower probabilities: application to credal networks A Antonucci, F Cuzzolin International Conference on Information Processing and Management of …, 2010	24	2010
Global sensitivity analysis for MAP inference in graphical models J De Bock, CP De Campos, A Antonucci Advances in Neural Information Processing Systems 27, 2690-2698, 2014	22	2014
The imprecise noisy-OR gate A Antonucci 14th International Conference on Information Fusion, 1-7, 2011	22	2011
On the complexity of strong and epistemic credal networks DD Mauá, CP De Campos, A Benavoli, A Antonucci arXiv preprint arXiv:1309.6845, 2013	20	2013
Approximating credal network inferences by linear programming A Antonucci, CP De Campos, D Huber, M Zaffalon European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2013	20	2013
Credal networks for hazard assessment of debris flows A Antonucci, A Salvetti, M Zaffalon Advanced Methods for Decision Making and Risk Management in Sustainability …, 2007	20	2007
Trading off speed and accuracy in multilabel classification G Corani, A Antonucci, DD Mauá, S Gabaglio European Workshop on Probabilistic Graphical Models, 145-159, 2014	19	2014
Probabilistic graphical models A Antonucci, CP De Campos, M Zaffalon IDSIA, 2014	19	2014
Hazard assessment of debris flows by credal networks A Antonucci, A Salvettib, M Zaffalon	19	2004

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