Alessandro Antonucci
Alessandro Antonucci
Senior Lecturer-Researcher at IDSIA
Verified email at - Homepage
Cited by
Cited by
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
An ensemble of Bayesian networks for multilabel classification
A Antonucci, G Corani, D Maua, S Gabaglio
IJCAI, 2013
Robust classification of multivariate time series by imprecise hidden Markov models
A Antonucci, R De Rosa, A Giusti, F Cuzzolin
International Journal of Approximate Reasoning 56, 249-263, 2015
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
Decision-theoretic specification of credal networks: a unified language for uncertain modeling with sets of Bayesian networks
A Antonucci, M Zaffalon
International Journal of Approximate Reasoning 49 (2), 345-361, 2008
Probabilistic inference in credal networks: new complexity results
DD Mauá, CP de Campos, A Benavoli, A Antonucci
Journal of Artificial Intelligence Research 50, 603-637, 2014
Generalized loopy 2U: a new algorithm for approximate inference in credal networks
A Antonucci, Y Sun, CP De Campos, M Zaffalon
International Journal of Approximate Reasoning 51 (5), 474-484, 2010
Building knowledge-based systems by credal networks: a tutorial
A Piatti, A Antonucci, M Zaffalon
Advances in mathematics research 11, 227-279, 2010
Approximate credal network updating by linear programming with applications to decision making
A Antonucci, CP de Campos, D Huber, M Zaffalon
International Journal of Approximate Reasoning 58, 25-38, 2015
Credal sets approximation by lower probabilities: Application to credal networks
A Antonucci, F Cuzzolin
Computational Intelligence for Knowledge-Based Systems Design: 13th …, 2010
Global sensitivity analysis for MAP inference in graphical models
J De Bock, CP De Campos, A Antonucci
Advances in Neural Information Processing Systems 27, 2014
The imprecise noisy-OR gate
A Antonucci
14th International Conference on Information Fusion, 1-7, 2011
Credal networks for military identification problems
A Antonucci, R Brühlmann, A Piatti, M Zaffalon
International Journal of Approximate Reasoning 50 (4), 666-679, 2009
Approximating credal network inferences by linear programming
A Antonucci, CP De Campos, D Huber, M Zaffalon
Symbolic and Quantitative Approaches to Reasoning with Uncertainty: 12th …, 2013
Structural causal models are (solvable by) credal networks
M Zaffalon, A Antonucci, R Cabañas
International Conference on Probabilistic Graphical Models, 581-592, 2020
Probabilistic graphical models
A Antonucci, CP Campos, M Zaffalon
Introduction to imprecise probabilities, 207-229, 2014
On the complexity of strong and epistemic credal networks
DD Mauá, CP De Campos, A Benavoli, A Antonucci
arXiv preprint arXiv:1309.6845, 2013
Hazard assessment of debris flows by credal networks
A Antonucci, A Salvettib, M Zaffalon
The Multilabel Naive Credal Classifier
A Antonucci, G Corani
ISIPTA'15: Proceedings of the Ninth International Symposium on Imprecise …, 2015
Credal ensembles of classifiers
G Corani, A Antonucci
Computational Statistics & Data Analysis 71, 818-831, 2014
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