Marco Zaffalon

Best Publications

• Simulation and planning of an intermodal container terminal

  Luca M. Gambardella;Andrea E. Rizzoli;Marco Zaffalon

  305
  Citations

• Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis

  Unknown

  293
  Citations

• An optimization methodology for intermodal terminal management

  Luca Maria Gambardella;Monaldo Mastrolilli;Andrea Emilio Rizzoli;Marco Zaffalon

  194
  Citations

• The naive credal classifier

  Marco Zaffalon

  182
  Citations

• 2U: an exact interval propagation algorithm for polytrees with binary variables

  Enrico Fagiuoli;Marco Zaffalon

  145
  Citations

• Robust feature selection by mutual information distributions

  Marco Zaffalon;Marcus Hutter

  129
  Citations

• Updating beliefs with incomplete observations

  Gert de Cooman;Marco Zaffalon

  118
  Citations

• Learning Bayesian networks with thousands of variables

  Mauro Scanagatta;Cassio P. de Campos;Giorgio Corani;Marco Zaffalon

  103
  Citations

• Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data

  Marco Zaffalon;Keith Wesnes;Orlando Petrini

  99
  Citations

• A Bayesian Wilcoxon signed-rank test based on the Dirichlet process

  Alessio Benavoli;Giorgio Corani;Francesca Mangili;Marco Zaffalon

  95
  Citations

• Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2

  Giorgio Corani;Marco Zaffalon

  93
  Citations

• Distribution of Mutual Information from Complete and Incomplete Data

  Marcus Hutter;Marco Zaffalon

  88
  Citations

• Evaluating credal classifiers by utility-discounted predictive accuracy

  Marco Zaffalon;Giorgio Corani;Denis Mauá

  86
  Citations

• Epistemic irrelevance in credal nets: The case of imprecise Markov trees

  Gert de Cooman;Filip Hermans;Alessandro Antonucci;Marco Zaffalon

  73
  Citations

• Exact credal treatment of missing data

  Marco Zaffalon

  71
  Citations

• Independent natural extension

  Gert de Cooman;Enrique Miranda;Marco Zaffalon

  69
  Citations

• Constraint Logic Programming and Integer Programming approaches and their collaboration in solving an assignment scheduling problem

  Ken Darby-Dowman;James Little;Gautam Mitra;Marco Zaffalon

  64
  Citations

• Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification

  Giorgio Corani;Alessandro Antonucci;Marco Zaffalon

  55
  Citations

• Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis

  Alessio Benavoli;Giorgio Corani;Janez Demsar;Marco Zaffalon

  53
  Citations

• Statistical inference of the naive credal classifier.

  Marco Zaffalon

  52
  Citations