- Classification of dementia types from cognitive profiles data
- Credal Model Averaging: an Extension of Bayesian Model Averaging to Imprecise
- Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and
- 6th International Symposium on Imprecise Probability: Theories and Applications, Durham, United Kingdom, 2009 Natural extension as a limit of regular extensions
- Robust Feature Selection by Mutual Information Distributions Marco Zaffalon
- Inference and Risk Measurement with the Pari-Mutuel Renato Pelessoni,a
- 5th International Symposium on Imprecise Probability: Theories and Applications, Prague, Czech Republic, 2007 Coherence graphs
- UPDATING BELIEFS WITH INCOMPLETE OBSERVATIONS GERT DE COOMAN AND MARCO ZAFFALON
- Independent Natural Extension Gert de Cooman1, Enrique Miranda2, and Marco Zaffalon3
- CONDITIONAL MODELS: COHERENCE AND INFERENCE THROUGH SEQUENCES OF JOINT MASS FUNCTIONS
- Factorisation properties of the strong Gert de Cooman1
- Generalized Loopy 2U: A New Algorithm for Approximate Inference in Credal Networks
- Reliable hidden Markov model filtering through coherent lower previsions
- Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance
- 5th International Symposium on Imprecise Probability: Theories and Applications, Prague, Czech Republic, 2007 Learning about a Categorical Latent Variable under Prior Near-Ignorance
- Notes on "Notes on Conditional Previsions" Paolo Vicig a
- Robust Inference of Trees Marco Zaffalon (zaffalon@idsia.ch)
- 4th International Symposium on Imprecise Probabilities and Their Applications, Pittsburgh, Pennsylvania, 2005 Limits of Learning from Imperfect Observations under Prior
- 4th International Symposium on Imprecise Probabilities and Their Applications, Pittsburgh, Pennsylvania, 2005 Conservative Rules for Predictive Inference with Incomplete Data
- Credal Networks for Hazard Assessment of Debris A. Antonucci1
- Credible classification for environmental Marco Zaffalon 1
- Updating with incomplete observations Gert de Cooman
- Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data
- Epistemic irrelevance in credal nets: the case of imprecise Markov trees
- Constraint Logic Programming and Integer Programming approaches and their collaboration
- NOTES ON DESIRABILITY AND CONDITIONAL LOWER PREVISIONS
- 6th International Symposium on Imprecise Probability: Theories and Applications, Durham, United Kingdom, 2009 The Pari-Mutuel Model
- Tree-based credal networks for classification Marco Zaffalon (zaffalon@idsia.ch)
- COHERENCE GRAPHS ENRIQUE MIRANDA AND MARCO ZAFFALON
- Distribution of Mutual Information from Complete and Incomplete Data
- 7th International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, Austria, 2011 Conglomerable Natural Extension
- 7th International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, Austria, 2011 Utility-Based Accuracy Measures to Empirically Evaluate Credal Classifiers
- INDEPENDENT NATURAL EXTENSION GERT DE COOMAN, ENRIQUE MIRANDA, AND MARCO ZAFFALON
- 7th International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, Austria, 2011 A Fully Polynomial Time Approximation Scheme for Updating Credal
- 7th International Symposium on Imprecise Probability: Theories and Applications, Innsbruck, Austria, 2011 A discussion on learning and prior ignorance for sets of priors
- Robust filtering through coherent lower previsions A. Benavoli1, M. Zaffalon1, E. Miranda2
- Bayesian Networks with Imprecise Probabilities: Theory and Application to Classification
