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Marco Zaffalon A

Simulation and Planning of an Intermodal Container Terminal
1998 · Luca Maria Gambardella, Andrea E. Rizzoli, et al. · SIMULATION · 183
The naive credal classifier
2002 · Marco Zaffalon · Journal of Statistical Planning and Inference · 144
2U: an exact interval propagation algorithm for polytrees with binary variables
1998 · Enrico Fagiuoli, Marco Zaffalon · Artificial Intelligence · 121
An optimization methodology for intermodal terminal management
2001 · L. M. Gambardella, M. Mastrolilli, et al. · Journal of Intelligent Manufacturing · 107
Robust Feature Selection by Mutual Information Distributions
2002 · Zaffalon, Marco, Hutter, Marcus · arXiv (Cornell University) · 87
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Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data
2003 · Marco Zaffalon, Keith Wesnes, et al. · Artificial Intelligence in Medicine · 83
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis
2016 · Benavoli, Alessio, Corani, Giorgio, et al. · arXiv (Cornell University) · 81
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Updating beliefs with incomplete observations
2004 · Gert de Cooman, Marco Zaffalon · Artificial Intelligence · 77
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Evaluating credal classifiers by utility-discounted predictive accuracy
2012 · Marco Zaffalon, Giorgio Corani, et al. · International Journal of Approximate Reasoning · 73
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Learning Bayesian networks with thousands of variables
2015 · Mauro Scanagatta, Cassio P. de Campos, et al. · Research Portal (Queen's University Belfast) · 68
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Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification
2011 · G. Corani, A. Antonucci, et al. · Intelligent systems reference library · 65
Distribution of mutual information from complete and incomplete data
2004 · Marcus Hutter, Marco Zaffalon · Computational Statistics & Data Analysis · 64
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Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2
2008 · Giorgio Corani, Marco Zaffalon · 62
Epistemic irrelevance in credal nets: The case of imprecise Markov trees
2010 · Gert de Cooman, Filip Hermans, et al. · International Journal of Approximate Reasoning · 60
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Exact credal treatment of missing data
2002 · Marco Zaffalon · Journal of Statistical Planning and Inference · 56
Statistical comparison of classifiers through Bayesian hierarchical modelling
2017 · Giorgio Corani, Alessio Benavoli, et al. · Machine Learning · 53
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Independent natural extension
2011 · Gert de Cooman, Enrique Miranda, et al. · Artificial Intelligence · 49
Entropy-based pruning for learning Bayesian networks using BIC
2018 · Cassio P. de Campos, Mauro Scanagatta, et al. · Artificial Intelligence · 45
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Conservative Inference Rule for Uncertain Reasoning under Incompleteness
2009 · M. Zaffalon, E. Miranda · Journal of Artificial Intelligence Research · 41
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Statistical inference of the naive credal classifier.
2001 · Marco Zaffalon · International Symposium on Imprecise Probabilities and Their Applications · 41
Constraint Logic Programming and Integer Programming approaches and their collaboration in solving an assignment scheduling problem
1997 · Ken Darby-Dowman, James Little, et al. · Constraints · 40
Probability and time
2013 · Marco Zaffalon, Enrique Miranda · Artificial Intelligence · 39
Inference and risk measurement with the pari-mutuel model
2010 · Renato Pelessoni, Paolo Vicig, et al. · International Journal of Approximate Reasoning · 39
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Robust Filtering Through Coherent Lower Previsions
2010 · Alessio Benavoli, Marco Zaffalon, et al. · IEEE Transactions on Automatic Control · 38
Approximate structure learning for large Bayesian networks
2018 · Mauro Scanagatta, Giorgio Corani, et al. · Machine Learning · 36
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Works count: 236
Citation count: 3,133
H-index: 31
I10-index: 86
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