Marco Zaffalon

Marco Zaffalon, Enrique Miranda: Probability and time. Artif. Intell. 198: 1-51 (2013)

Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon: Updating credal networks is approximable in polynomial time. Int. J. Approx. Reasoning 53(8): 1183-1199 (2012)

Enrique Miranda, Marco Zaffalon, Gert de Cooman: Conglomerable natural extension. Int. J. Approx. Reasoning 53(8): 1200-1227 (2012)

Marco Zaffalon, Giorgio Corani, Denis Deratani Mauá: Evaluating credal classifiers by utility-discounted predictive accuracy. Int. J. Approx. Reasoning 53(8): 1282-1301 (2012)

Denis Deratani Mauá, C. P. de Campos, Marco Zaffalon: Solving Limited Memory Influence Diagrams. J. Artif. Intell. Res. (JAIR) 44: 97-140 (2012)

Enrique Miranda, Marco Zaffalon: Conglomerable Coherent Lower Previsions. SMPS 2012: 419-427

Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon: The Complexity of Approximately Solving Influence Diagrams. UAI 2012: 604-613

Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon: The Complexity of Approximately Solving Influence Diagrams. CoRR abs/1210.4890 (2012)

Gert de Cooman, Enrique Miranda, Marco Zaffalon: Independent natural extension. Artif. Intell. 175(12-13): 1911-1950 (2011)

Alessio Benavoli, Marco Zaffalon, Enrique Miranda: Robust Filtering Through Coherent Lower Previsions. IEEE Trans. Automat. Contr. 56(7): 1567-1581 (2011)

Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon: Solving Limited Memory Influence Diagrams. CoRR abs/1109.1754 (2011)

Enrique Miranda, Marco Zaffalon: Notes on desirability and conditional lower previsions. Ann. Math. Artif. Intell. 60(3-4): 251-309 (2010)

Alessandro Antonucci, Yi Sun, Cassio Polpo de Campos, Marco Zaffalon: Generalized loopy 2U: A new algorithm for approximate inference in credal networks. Int. J. Approx. Reasoning 51(5): 474-484 (2010)

Gert de Cooman, Filip Hermans, Alessandro Antonucci, Marco Zaffalon: Epistemic irrelevance in credal nets: The case of imprecise Markov trees. Int. J. Approx. Reasoning 51(9): 1029-1052 (2010)

Renato Pelessoni, Paolo Vicig, Marco Zaffalon: Inference and risk measurement with the pari-mutuel model. Int. J. Approx. Reasoning 51(9): 1145-1158 (2010)

Gert de Cooman, Enrique Miranda, Marco Zaffalon: Independent Natural Extension. IPMU 2010: 737-746

Gert de Cooman, Filip Hermans, Alessandro Antonucci, Marco Zaffalon: Epistemic irrelevance in credal nets: the case of imprecise Markov trees. CoRR abs/1008.2514 (2010)

Enrique Miranda, Marco Zaffalon: Coherence graphs. Artif. Intell. 173(1): 104-144 (2009)

Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter: Limits of learning about a categorical latent variable under prior near-ignorance. Int. J. Approx. Reasoning 50(4): 597-611 (2009)

Alessandro Antonucci, Ralph Brühlmann, Alberto Piatti, Marco Zaffalon: Credal networks for military identification problems. Int. J. Approx. Reasoning 50(4): 666-679 (2009)

Marco Zaffalon, Enrique Miranda: Conservative Inference Rule for Uncertain Reasoning under Incompleteness. J. Artif. Intell. Res. (JAIR) 34: 757-821 (2009)

Giorgio Corani, Andrea Emilio Rizzoli, A. Salvetti, Marco Zaffalon: Reproducing human decisions in reservoir management: the case of lake Lugano. ITEE 2009: 252-263

Giorgio Corani, Marco Zaffalon: Lazy naive credal classifier. KDD Workshop on Knowledge Discovery from Uncertain Data 2009: 30-37

Alberto Piatti, Marco Zaffalon, Fabio Trojani, Marcus Hutter: Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance. CoRR abs/0904.4527 (2009)

Giorgio Corani, Marco Zaffalon: JNCC2: An extension of naive Bayes classifier suited for small and incomplete data sets. Environmental Modelling and Software 23(7): 960-961 (2008)

Alessandro Antonucci, Marco Zaffalon: Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks. Int. J. Approx. Reasoning 49(2): 345-361 (2008)

Giorgio Corani, Marco Zaffalon: Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2. Journal of Machine Learning Research 9: 581-621 (2008)

Giorgio Corani, Marco Zaffalon: Naive credal classifier 2: an extension of naive Bayes for delivering robust classifications. DMIN 2008: 84-90

Giorgio Corani, Marco Zaffalon: Credal Model Averaging: An Extension of Bayesian Model Averaging to Imprecise Probabilities. ECML/PKDD (1) 2008: 257-271

Alessandro Antonucci, Marco Zaffalon: Fast algorithms for robust classification with Bayesian nets. Int. J. Approx. Reasoning 44(3): 200-223 (2007)

Paolo Vicig, Marco Zaffalon, Fabio Gagliardi Cozman: Notes on "Notes on conditional previsions". Int. J. Approx. Reasoning 44(3): 358-365 (2007)

Alessandro Antonucci, Alberto Piatti, Marco Zaffalon: Credal Networks for Operational Risk Measurement and Management. KES (2) 2007: 604-611

Alessandro Antonucci, Marco Zaffalon: Locally specified credal networks. Probabilistic Graphical Models 2006: 25-34

Giorgio Corani, Chris Edgar, Isabelle Marshall, Keith Wesnes, Marco Zaffalon: Classification of Dementia Types from Cognitive Profiles Data. PKDD 2006: 470-477

Alessandro Antonucci, Marco Zaffalon: Equivalence Between Bayesian and Credal Nets on an Updating Problem. SMPS 2006: 223-230

Alessandro Antonucci, Marco Zaffalon, Jaime Shinsuke Ide, Fabio Gagliardi Cozman: Binarization Algorithms for Approximate Updating in Credal Nets. STAIRS 2006: 120-131

Marco Zaffalon, Gert de Cooman: Editorial: Imprecise probability perspectives on artificial intelligence. Ann. Math. Artif. Intell. 45(1-2): 1-4 (2005)

Marco Zaffalon, Marcus Hutter: Robust inference of trees. Ann. Math. Artif. Intell. 45(1-2): 215-239 (2005)

Marcus Hutter, Marco Zaffalon: Distribution of mutual information from complete and incomplete data. Computational Statistics & Data Analysis 48(3): 633-657 (2005)

Marco Zaffalon: Credible classification for environmental problems. Environmental Modelling and Software 20(8): 1003-1012 (2005)

Marco Zaffalon: Credibility via imprecise probability. Int. J. Approx. Reasoning 39(2-3): 115-121 (2005)

Alessandro Antonucci, Marco Zaffalon: Fast Algorithms for Robust Classification with Bayesian Nets. ISIPTA 2005: 11-20

Alberto Piatti, Marco Zaffalon, Fabio Trojani: Limits of Learning from Imperfect Observations under Prior Ignorance: the Case of the Imprecise Dirichlet Model. ISIPTA 2005: 276-286

Marco Zaffalon: Conservative Rules for Predictive Inference with Incomplete Data. ISIPTA 2005: 406-415

Marco Zaffalon, Marcus Hutter: Robust Inference of Trees. CoRR abs/cs/0511087 (2005)

Gert de Cooman, Marco Zaffalon: Updating beliefs with incomplete observations. Artif. Intell. 159(1-2): 75-125 (2004)

Marcus Hutter, Marco Zaffalon: Distribution of Mutual Information from Complete and Incomplete Data. CoRR cs.LG/0403025 (2004)

Marco Zaffalon, Keith Wesnes, Orlando Petrini: Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data. Artificial Intelligence in Medicine 29(1-2): 61-79 (2003)

Marco Zaffalon, Enrico Fagiuoli: Tree-Based Credal Networks for Classification. Reliable Computing 9(6): 487-509 (2003)

Jean-Marc Bernard, Teddy Seidenfeld, Marco Zaffalon: Preface: Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications. ISIPTA 2003

Marcus Hutter, Marco Zaffalon: Bayesian Treatment of Incomplete Discrete Data Applied to Mutual Information and Feature Selection. KI 2003: 396-406

Gert de Cooman, Marco Zaffalon: Updating with incomplete observations. UAI 2003: 142-150

Jean-Marc Bernard, Teddy Seidenfeld, Marco Zaffalon (Eds.): ISIPTA '03, Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications, Lugano, Switzerland, July 14-17, 2003. Proceedings in Informatics 18, Carleton Scientific 2003, isbn 1-894145-17-8

Gert de Cooman, Marco Zaffalon: Updating beliefs with incomplete observations. CoRR cs.AI/0305044 (2003)

Marcus Hutter, Marco Zaffalon: Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection. CoRR cs.LG/0306126 (2003)

Marco Zaffalon, Marcus Hutter: Robust Feature Selection by Mutual Information Distributions. UAI 2002: 577-584

Marco Zaffalon, Marcus Hutter: Robust Feature Selection by Mutual Information Distributions. CoRR cs.AI/0206006 (2002)

Marco Zaffalon, Keith Wesnes, Orlando Petrini: Credal Classification for Dementia Screening. AIME 2001: 67-76

Marco Zaffalon: Statistical inference of the naive credal classifier. ISIPTA 2001: 384-393

Marco Zaffalon: Robust discovery of tree-dependency structures. ISIPTA 2001: 394-

Marco Zaffalon: A Credal Approach to Naive Classification. ISIPTA 1999: 405-

Enrico Fagiuoli, Marco Zaffalon: 2U: An Exact Interval Propagation Algorithm for Polytrees with Binary Variables. Artif. Intell. 106(1): 77-107 (1998)

Enrico Fagiuoli, Marco Zaffalon: A note about redundancy in influence diagrams. Int. J. Approx. Reasoning 19(3-4): 351-365 (1998)

Luca Maria Gambardella, Andrea Emilio Rizzoli, Marco Zaffalon: Simulation and Planning of an Intermodal Container Terminal. Simulation 71(2): 107-116 (1998)

Ken Darby-Dowman, James Little, Gautam Mitra, Marco Zaffalon: Constraint Logic Programming and Integer Programming Approaches and Their Collaboration in Solving an Assignment Scheduling Problem. Constraints 1(3): 245-264 (1997)