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Scanagatta, Mauro and Corani, Giorgio and De Campos, Cassio Polpo and Zaffalon, Marco (2018) Approximate structure learning for large Bayesian networks. Machine Learning. ISSN 0885-6125 (In Press)
Scanagatta, Mauro and Corani, Giorgio and Zaffalon, Marco and Yoo, Jaemin and Kang, U. (2018) Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets. International Journal of Approximate Reasoning, 95. 152 - 166. ISSN 0888-613X
de Campos, Cassio P and Scanagatta, Mauro and Corani, Giorgio and Zaffalon, Marco (2018) Entropy-based pruning for learning Bayesian networks using BIC. Artificial Intelligence, 260. pp. 42-50.
Scanagatta, Mauro and Corani, Giorgio and Zaffalon, Marco (2017) Improved local search in Bayesian networks structure learning. In: Advanced Methodologies for Bayesian Networks.
Corani, Giorgio and Scanagatta, Mauro (2016) Air pollution prediction via multi-label classification. Environmental Modelling & Software, 80. pp. 259-264.
Scanagatta, Mauro and Corani, Giorgio and De Campos, Cassio Polpo and Zaffalon, Marco (2016) Learning treewidth-bounded bayesian networks with thousands of variables. In: NIPS 2016: Advances in Neural Information Processing Systems 29, 05.12.2016-10.12.2016, Barcelona, Spain.
Scanagatta, Mauro and De Campos, Cassio Polpo and Corani, Giorgio and Zaffalon, Marco (2015) Learning Bayesian networks with thousands of variables. In: NIPS 2015: Advances in Neural Information Processing Systems 28, 07.12.2015-12.12.2015, Montréal, Canada.
De Campos, Cassio Polpo and Corani, Giorgio and Scanagatta, Mauro and Cuccu, Marco and Zaffalon, Marco (2015) Learning extended tree augmented naive structures. International Journal of Approximate Reasoning.. (In Press)