Alessandro Antonucci

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	All	Since 2016
Citations	897	501
h-index	18	13
i10-index	32	20

140

105

200520062007200820092010201120122013201420152016201720182019202020214 4 11 18 21 33 31 45 68 78 73 85 109 84 78 137 8

Co-authors

Marco ZaffalonIDSIAVerified 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
Rocco De RosaData Scientist -Researcher - Machine LearningVerified email at sensora.cloud
Fabio CuzzolinProfessor of Artificial Intelligence, Oxford Brookes UniversityVerified email at brookes.ac.uk
David HuberIDSIAVerified email at idsia.ch
Gert de CoomanProfessor in Uncertainty Modelling and Systems Science, Ghent UniversityVerified email at UGent.be
Rafael CabañasIDSIA - Istituto Dalle Molle di studi sull'Intelligenza ArtificialeVerified email at idsia.ch
Alessandro GiustiSenior Researcher, IDSIA USI-SUPSI Lugano (Switzerland)Verified email at idsia.ch
Alessandro FacchiniIDSIA - USI/SUPSI (Dalle Molle Institute For Artificial Intelligence)Verified email at idsia.ch
Vani KanjirangatResearcher, IDSIAVerified email at idsia.ch
Francesca MangiliIDSIA, usi-supsiVerified 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
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
Sébastien DesterckeResearcher in Computer Science, CNRS-HeudiasycVerified email at hds.utc.fr
Sabina MarchettiBank of ItalyVerified email at bancaditalia.it
Claudio BonesanaIDSIAVerified 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	66	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	66	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	44	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	40	2015
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	39	2012
A compositional framework for grounding language inference, generation, and acquisition in video H Yu, N Siddharth, A Barbu, JM Siskind Journal of Artificial Intelligence Research 52, 601-713, 2015	38	2015
Building knowledge-based systems by credal networks: a tutorial A Piatti, A Antonucci, M Zaffalon Advances in mathematics research 11, 227-279, 2010	36	2010
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	32	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	28	2014
Credal networks for military identification problems A Antonucci, R Brühlmann, A Piatti, M Zaffalon International Journal of Approximate Reasoning 50 (4), 666-679, 2009	23	2009
Global sensitivity analysis for MAP inference in graphical models J De Bock, C Polpo de Campos, A Antonucci 28th Annual Conference on Neural Information Processing Systems (NIPS 2014 …, 2014	20	2014
The imprecise noisy-OR gate A Antonucci 14th International Conference on Information Fusion, 1-7, 2011	20	2011
Credal sets approximation by lower probabilities: application to credal networks A Antonucci, F Cuzzolin International Conference on Information Processing and Management of …, 2010	20	2010
On the complexity of strong and epistemic credal networks DD Mauá, CP De Campos, A Benavoli, A Antonucci arXiv preprint arXiv:1309.6845, 2013	19	2013
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	18	2015
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	18	2014
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	18	2007
Hazard assessment of debris flows by credal networks A Antonucci, A Salvettib, M Zaffalon	18	2004
Probabilistic graphical models A Antonucci, CP De Campos, M Zaffalon IDSIA, 2014	17	2014

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