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Marco Zaffalon
Marco Zaffalon
IDSIA and Artificialy.com
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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
Journal of Machine Learning Research 18 (77), 1-36, 2017
5362017
Simulation and planning of an intermodal container terminal
LM Gambardella, AE Rizzoli, M Zaffalon
Simulation 71 (2), 107-116, 1998
3141998
The naive credal classifier
M Zaffalon
Journal of statistical planning and inference 105 (1), 5-21, 2002
2012002
An optimization methodology for intermodal terminal management
LM Gambardella, M Mastrolilli, AE Rizzoli, M Zaffalon
Journal of Intelligent Manufacturing 12 (5), 521-534, 2001
1912001
Learning Bayesian networks with thousands of variables
M Scanagatta, CP de Campos, G Corani, M Zaffalon
Advances in neural information processing systems 28, 2015
1442015
2U: An exact interval propagation algorithm for polytrees with binary variables
E Fagiuoli, M Zaffalon
Artificial Intelligence 106 (1), 77-107, 1998
1441998
Robust feature selection by mutual information distributions
M Zaffalon, M Hutter
arXiv preprint cs/0206006, 2002
1432002
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
1282014
Updating beliefs with incomplete observations
G De Cooman, M Zaffalon
Artificial Intelligence 159 (1-2), 75-125, 2004
1172004
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
1122008
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
952003
Evaluating credal classifiers by utility-discounted predictive accuracy
M Zaffalon, G Corani, D Mauá
International Journal of Approximate Reasoning 53 (8), 1282-1301, 2012
942012
Distribution of mutual information from complete and incomplete data
M Hutter, M Zaffalon
Computational Statistics & Data Analysis 48 (3), 633-657, 2005
872005
Independent natural extension
G De Cooman, E Miranda, M Zaffalon
Artificial Intelligence 175 (12-13), 1911-1950, 2011
712011
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
692010
Exact credal treatment of missing data
M Zaffalon
Journal of statistical planning and inference 105 (1), 105-122, 2002
662002
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
661997
Robust feature selection using distributions of mutual information
M Zaffalon, M Hutter
Proceedings of the 18th international conference on uncertainty in …, 2002
642002
Statistical comparison of classifiers through Bayesian hierarchical modelling
G Corani, A Benavoli, J Demšar, F Mangili, M Zaffalon
Machine Learning 106, 1817-1837, 2017
612017
Bayesian networks with imprecise probabilities: Theory and application to classification
G Corani, A Antonucci, M Zaffalon
Data Mining: Foundations and Intelligent Paradigms: Volume 1: Clustering …, 2012
582012
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Artículos 1–20