Alessandro Antonucci - Google Scholar Citations

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	All	Since 2015
Citations	757	441
h-index	16	12
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Marco ZaffalonIDSIAVerified email at idsia.ch
Cassio P. de CamposEindhoven University of Technology - Head of Uncertainty in AI GroupVerified email at acm.org
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 BenavoliSenior Lecturer, CSIS, University of LimerickVerified email at ul.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
Gert de CoomanProfessor in Uncertainty Modelling and Systems Science, Ghent UniversityVerified email at UGent.be
Alessandro GiustiSenior Researcher, IDSIA Lugano (Switzerland)Verified email at idsia.ch
David HuberIDSIAVerified email at idsia.ch
Marco E. G. V. CattaneoClinical Trial Unit, Department of Clinical Research, University of BaselVerified email at unibas.ch
Manuel Gómez-Olmedo (mgomez at d...Department of Computer Science and Artificial Intelligence, Universidad de GranadaVerified email at decsai.ugr.es
Rafael CabañasIDSIA - Istituto Dalle Molle di studi sull'Intelligenza ArtificialeVerified email at idsia.ch
Andrés CanoDepartment of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Yi SunGoogleVerified email at idsia.ch
Francesca MangiliIDSIA, usi-supsiVerified email at idsia.ch
Vani KanjirangatResearcherVerified email at idsia.ch
Alessandro FacchiniIDSIA - Dalle Molle Institute For Artificial IntelligenceVerified email at idsia.ch
Sabina MarchettiBank of ItalyVerified email at bancaditalia.it
Sébastien DesterckeResearcher in Computer Science, CNRS-HeudiasycVerified email at hds.utc.fr

Alessandro Antonucci

IDSIA

Verified email at idsia.ch - Homepage

Probabilistic graphical models data mining


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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	60	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	60	2010
An ensemble of Bayesian networks for multilabel classification A Antonucci, G Corani, D Maua, S Gabaglio IJCAI, 2013	44	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	39	2008
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	33	2015
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	33	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	33	2012
Building knowledge-based systems by credal networks: a tutorial A Piatti, A Antonucci, M Zaffalon Advances in Mathematics Research 11, 227-279, 2010	30	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	29	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	21	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
Hazard assessment of debris flows by credal networks A Antonucci, A Salvettib, M Zaffalon	18	2004
Credal networks for military identification problems A Antonucci, R Brühlmann, A Piatti, M Zaffalon International Journal of Approximate Reasoning 50 (4), 666-679, 2009	17	2009
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	16	2014
Global sensitivity analysis for MAP inference in graphical models J De Bock, CP De Campos, A Antonucci Advances in Neural Information Processing Systems, 2690-2698, 2014	16	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	16	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	16	2007
Probabilistic graphical models A Antonucci, CP De Campos, M Zaffalon IDSIA, 2014	14	2014
Action recognition by imprecise hidden Markov models A Antonucci, R De Rosa, A Giusti Proceedings of the International Conference on Image Processing, Computer …, 2011	14	2011

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