Marco Zaffalon

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Giorgio CoraniIDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale), Manno (Switzerland)Verified email at idsia.ch
Alessio BenavoliAssociate Professor in Statistics, SCSS, Trinity College DublinVerified email at tcd.ie
Enrique Miranda (Orcid: 0000-0001-7...University of OviedoVerified email at uniovi.es
Alessandro AntonucciSenior Lecturer-Researcher at IDSIAVerified email at idsia.ch
luca maria gambardellaFaculty of informatics, USI, IDSIA - USI-SUPSI, LuganoVerified email at idsia.ch
Andrea-Emilio RizzoliIDSIA - USI/SUPSI Istituto Dalle Molle di Studi sull'Intelligenza ArtificialeVerified email at idsia.ch
Gert de CoomanProfessor in Uncertainty Modelling and Systems Science, Ghent UniversityVerified email at UGent.be
Marcus HutterResearcher@DeepMind & Professor at ANUVerified email at anu.edu.au
Mauro ScanagattaResearcher, FBK - DASVerified email at fbk.eu
Alessandro FacchiniIDSIA - USI/SUPSI (Dalle Molle Institute For Artificial Intelligence)Verified 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
Francesca MangiliIDSIA, usi-supsiVerified email at idsia.ch
Enrico Fagiuoliprofessore data mining, calcolo delle probabilità e statistica, Univ. Milano Bicocca--in pensioneVerified email at disco.unimib.it
David HuberIDSIAVerified email at idsia.ch
Fabio TrojaniProfessor of Finance, University of GenevaVerified email at alphacruncher.com
Francesco BertoniIOR Institute of Oncology Research, Bellinzona, SwitzerlandVerified email at ior.iosi.ch
Jaemin YooPhD Candidate at Seoul National UniversityVerified email at snu.ac.kr
U KangProfessor of Computer Science and Engineering, Seoul National UniversityVerified email at snu.ac.kr
Laura AzzimontiSenior Lecturer-Researcher at IDSIA, USI/SUPSIVerified email at supsi.ch

Marco Zaffalon

IDSIA and Artificialy.com

Verified email at idsia.ch - Homepage

Artificial intelligence (imprecise) probability machine learning


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Simulation and planning of an intermodal container terminal LM Gambardella, AE Rizzoli, M Zaffalon Simulation 71 (2), 107-116, 1998	296	1998
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	245	2017
An optimization methodology for intermodal terminal management LM Gambardella, M Mastrolilli, AE Rizzoli, M Zaffalon Journal of Intelligent Manufacturing 12 (5), 521-534, 2001	181	2001
The naive credal classifier M Zaffalon Journal of statistical planning and inference 105 (1), 5-21, 2002	162	2002
2U: an exact interval propagation algorithm for polytrees with binary variables E Fagiuoli, M Zaffalon Artificial Intelligence 106 (1), 77-107, 1998	137	1998
Robust feature selection by mutual information distributions M Zaffalon, M Hutter arXiv preprint cs/0206006, 2002	128	2002
Updating beliefs with incomplete observations G De Cooman, M Zaffalon Artificial Intelligence 159 (1-2), 75-125, 2004	114	2004
Learning Bayesian Networks with Thousands of Variables. M Scanagatta, CP de Campos, G Corani, M Zaffalon NIPS, 1864-1872, 2015	89	2015
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	89	2003
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	88	2008
Distribution of mutual information from complete and incomplete data M Hutter, M Zaffalon Computational Statistics & Data Analysis 48 (3), 633-657, 2005	80	2005
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	73	2014
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
Exact credal treatment of missing data M Zaffalon Journal of Statistical Planning and Inference 105 (1), 105-122, 2002	66	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 (3), 245-264, 1997	62	1997
Evaluating credal classifiers by utility-discounted predictive accuracy M Zaffalon, G Corani, D Mauá International Journal of Approximate Reasoning 53 (8), 1282-1301, 2012	61	2012
Independent natural extension G De Cooman, E Miranda, M Zaffalon Artificial Intelligence 175 (12-13), 1911-1950, 2011	54	2011
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	50	2008
Robust feature selection using distributions of mutual information M Zaffalon, M Hutter Proceedings of the 18th International Conference on Uncertainty in …, 2002	49	2002
Statistical inference of the naive credal classifier. M Zaffalon ISIPTA 1, 384-393, 2001	49	2001

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