Alessandro Antonucci
Alessandro Antonucci
Senior Lecturer-Researcher at IDSIA
Email verificata su idsia.ch - Home page
Titolo
Citata da
Citata da
Anno
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
632010
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
632010
An ensemble of Bayesian networks for multilabel classification
A Antonucci, G Corani, D Maua, S Gabaglio
IJCAI, 2013
512013
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
432008
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
402015
Bayesian networks with imprecise probabilities: Theory and application to classification
G Corani, A Antonucci, M Zaffalon
Data Mining: Foundations and Intelligent Paradigms, 49-93, 2012
372012
A compositional framework for grounding language inference, generation, and acquisition in video
H Yu, N Siddharth, A Barbu, JM Siskind
Journal of Artificial Intelligence Research 52, 601-713, 2015
362015
Building knowledge-based systems by credal networks: a tutorial
A Piatti, A Antonucci, M Zaffalon
Advances in Mathematics Research 11, 227-279, 2010
352010
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
322010
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
292014
Credal networks for military identification problems
A Antonucci, R Brühlmann, A Piatti, M Zaffalon
International Journal of Approximate Reasoning 50 (4), 666-679, 2009
242009
Global sensitivity analysis for MAP inference in graphical models
J De Bock, CP De Campos, A Antonucci
Advances in Neural Information Processing Systems, 2690-2698, 2014
202014
The imprecise noisy-OR gate
A Antonucci
14th International Conference on Information Fusion, 1-7, 2011
202011
Credal sets approximation by lower probabilities: application to credal networks
A Antonucci, F Cuzzolin
International Conference on Information Processing and Management of …, 2010
202010
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
182015
On the complexity of strong and epistemic credal networks
DD Mauá, CP De Campos, A Benavoli, A Antonucci
arXiv preprint arXiv:1309.6845, 2013
182013
Hazard assessment of debris flows by credal networks
A Antonucci, A Salvettib, M Zaffalon
182004
Trading off speed and accuracy in multilabel classification
G Corani, A Antonucci, DD Mauá, S Gabaglio
European Workshop on Probabilistic Graphical Models, 145-159, 2014
172014
Approximating credal network inferences by linear programming
A Antonucci, CP De Campos, D Huber, M Zaffalon
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2013
172013
Credal networks for hazard assessment of debris flows
A Antonucci, A Salvetti, M Zaffalon
Advanced Methods for Decision Making and Risk Management in Sustainability …, 2007
172007
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