Alessandro Antonucci

Statistics

Publications

Citations

493

H-Index

Active since

2004

Affiliations

Dalle Molle Institute for Artificial Intelligence Research(Current)

Universidade de São Paulo

Ghent University

Queen's University Belfast

Alessandro Antonucci is an author at Dalle Molle Institute for Artificial Intelligence Research specializing in computer science, computing, and credal networks.

ORCID

Publications per year

2004–2023

Publications

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

Gert de Cooman, Filip Hermans, Alessandro Antonucci et al. · International Journal of Approximate Reasoning · 2010 · 63 citations · Full text

Computing, Mathematics, Knowledge Representation +13

Robust classification of multivariate time series by imprecise hidden Markov models

Alessandro Antonucci, Rocco De Rosa, Alessandro Giusti et al. · International Journal of Approximate Reasoning · 2014 · 51 citations

Computing, Mathematics, Machine Learning +14

An ensemble of Bayesian networks for multilabel classification

Alessandro Antonucci, Giorgio Corani, Denis Deratani Mauá et al. · 2013 · 38 citations

Computing, Computer Science, Machine Learning +16

Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks

Alessandro Antonucci, Marco Zaffalon · International Journal of Approximate Reasoning · 2008 · 36 citations

Computing, Computer Science, Decision Sciences +17

Probabilistic Inference in Credal Networks: New Complexity Results

Denis Deratani Mauá, Cassio P. de Campos, Alessio Benavoli et al. · Journal of Artificial Intelligence Research · 2014 · 30 citations · Full text

Computing, Computer Science, Mathematics +17

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