Marco Zaffalon

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Giorgio CoraniIDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale)Verified email at idsia.ch
Alessio BenavoliAssociate Professor in Statistics, SCSS, Trinity College DublinVerified email at tcd.ie
Alessandro AntonucciSenior Lecturer-Researcher at IDSIAVerified email at idsia.ch
Enrique Miranda (Orcid: 0000-0001-7...University of OviedoVerified email at uniovi.es
luca maria gambardellaFaculty of informatics, USI, IDSIA - USI-SUPSI, Artificialy SA, LuganoVerified email at idsia.ch
Gert de CoomanProfessor in Uncertainty Modelling and Systems Science, Ghent UniversityVerified email at UGent.be
Mauro ScanagattaResearcher, FBK - DASVerified email at fbk.eu
Andrea-Emilio RizzoliIDSIA - USI/SUPSI Istituto Dalle Molle di Studi sull'Intelligenza ArtificialeVerified email at idsia.ch
Marcus HutterResearcher@DeepMind & Professor at ANUVerified email at anu.edu.au
Alessandro FacchiniIDSIA - USI/SUPSI (Dalle Molle Institute For Artificial Intelligence)Verified email at idsia.ch
David HuberIDSIAVerified email at idsia.ch
Francesca MangiliIDSIA, usi-supsiVerified email at idsia.ch
Denis Deratani MauáProfessor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de SãoVerified email at usp.br
Monaldo MastrolilliIDSIAVerified email at idsia.ch
Enrico Fagiuoliprofessore data mining, calcolo delle probabilità e statistica, Univ. Milano Bicocca--in pensioneVerified email at disco.unimib.it
Fabio TrojaniProfessor of Finance (University of Geneva), AXA Chair (University of Turin), Senior Chair (SFI)Verified email at alphacruncher.com
Fabio Gagliardi CozmanUniversidade de Sao PauloVerified email at usp.br
Jaemin YooAssistant Professor, KAISTVerified email at kaist.ac.kr
U KangProfessor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Francesco BertoniIOR Institute of Oncology Research, Bellinzona, SwitzerlandVerified email at ior.iosi.ch

Marco Zaffalon

IDSIA and Artificialy.com

Verified email at idsia.ch - Homepage

Artificial intelligence (imprecise) probability machine learning


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Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis A Benavoli, G Corani, J Demšar, M Zaffalon The Journal of Machine Learning Research 18 (1), 2653-2688, 2017	413	2017
Simulation and planning of an intermodal container terminal LM Gambardella, AE Rizzoli, M Zaffalon Simulation 71 (2), 107-116, 1998	304	1998
An optimization methodology for intermodal terminal management LM Gambardella, M Mastrolilli, AE Rizzoli, M Zaffalon Journal of Intelligent Manufacturing 12 (5-6), 521-534, 2001	189	2001
The naive credal classifier M Zaffalon Journal of statistical planning and inference 105 (1), 5-21, 2002	174	2002
2U: An exact interval propagation algorithm for polytrees with binary variables E Fagiuoli, M Zaffalon Artificial Intelligence 106 (1), 77-107, 1998	145	1998
Robust feature selection by mutual information distributions M Zaffalon, M Hutter arXiv preprint cs/0206006, 2002	137	2002
Learning Bayesian networks with thousands of variables M Scanagatta, CP de Campos, G Corani, M Zaffalon Advances in neural information processing systems 28, 2015	125	2015
Updating beliefs with incomplete observations G De Cooman, M Zaffalon Artificial Intelligence 159 (1-2), 75-125, 2004	115	2004
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process A Benavoli, G Corani, F Mangili, M Zaffalon, F Ruggeri International conference on machine learning, 1026-1034, 2014	108	2014
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2. G Corani, M Zaffalon Journal of Machine Learning Research 9 (4), 2008	100	2008
Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data M Zaffalon, K Wesnes, O Petrini Artificial intelligence in medicine 29 (1-2), 61-79, 2003	95	2003
Distribution of mutual information from complete and incomplete data M Hutter, M Zaffalon Computational Statistics & Data Analysis 48 (3), 633-657, 2005	84	2005
Evaluating credal classifiers by utility-discounted predictive accuracy M Zaffalon, G Corani, D Mauá International Journal of Approximate Reasoning 53 (8), 1282-1301, 2012	78	2012
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
Independent natural extension G De Cooman, E Miranda, M Zaffalon Artificial Intelligence 175 (12-13), 1911-1950, 2011	68	2011
Exact credal treatment of missing data M Zaffalon Journal of statistical planning and inference 105 (1), 105-122, 2002	65	2002
Constraint logic programming and integer programming approaches and their collaboration in solving an assignment scheduling problem K Darby-Dowman, J Little, G Mitra, M Zaffalon Constraints 1, 245-264, 1997	64	1997
Robust feature selection using distributions of mutual information M Zaffalon, M Hutter Proceedings of the 18th international conference on uncertainty in …, 2002	59	2002
Statistical comparison of classifiers through Bayesian hierarchical modelling G Corani, A Benavoli, J Demšar, F Mangili, M Zaffalon Machine Learning 106, 1817-1837, 2017	54	2017
Statistical inference of the naive credal classifier. M Zaffalon ISIPTA 1, 384-393, 2001	53	2001

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