Mauro Scanagatta

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 15

Top Topics

Incomplete Data

Bayesian Networks

Structure Learning

Top Venues

Int. J. Approx. Reason.

Publications

Mauro Scanagatta, Annapaola Marconi
How to Design Personalized Challenges for Mobile Motivational Systems? Ask Your Players! GALA (2021)
Raman Kazhamiakin, Enrica Loria, Annapaola Marconi, Mauro Scanagatta
A Gamification Platform to Analyze and Influence Citizens' Daily Transportation Choices. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Jaemin Yoo, U Kang, Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
Sampling Subgraphs with Guaranteed Treewidth for Accurate and Efficient Graphical Inference. WSDM (2020)
Mauro Scanagatta, Michela Ferron, Giulia Deppieri, Annapaola Marconi
Calibration of game dynamics for a more even multi-player experience. IUI (2020)
Mauro Scanagatta, Antonio Salmerón, Fabio Stella
A survey on Bayesian network structure learning from data. Prog. Artif. Intell. 8 (4) (2019)
Mauro Scanagatta, Giorgio Corani, Marco Zaffalon, Jaemin Yoo, U Kang
Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets. Int. J. Approx. Reason. 95 (2018)
Mauro Scanagatta, Giorgio Corani, Cassio Polpo de Campos, Marco Zaffalon
Approximate structure learning for large Bayesian networks. Mach. Learn. 107 (8-10) (2018)
Mauro Scanagatta, Giorgio Corani, Marco Zaffalon, Jaemin Yoo, U Kang
Efficient Learning of Bounded-Treewidth Bayesian Networks from Complete and Incomplete Data Sets. CoRR (2018)
Cassio P. de Campos, Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
Entropy-based pruning for learning Bayesian networks using BIC. Artif. Intell. 260 (2018)
Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
Improved Local Search in Bayesian Networks Structure Learning. AMBN (2017)
Cassio P. de Campos, Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
Entropy-based Pruning for Learning Bayesian Networks using BIC. CoRR (2017)
Mauro Scanagatta, Giorgio Corani, Cassio P. de Campos, Marco Zaffalon
Learning Bounded Treewidth Bayesian Networks with Thousands of Variables. CoRR (2016)
Giorgio Corani, Mauro Scanagatta
Air pollution prediction via multi-label classification. Environ. Model. Softw. 80 (2016)
Mauro Scanagatta, Giorgio Corani, Cassio P. de Campos, Marco Zaffalon
Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables. NIPS (2016)
Cassio P. de Campos, Giorgio Corani, Mauro Scanagatta, Marco Cuccu, Marco Zaffalon
Learning extended tree augmented naive structures. Int. J. Approx. Reason. 68 (2016)
Mauro Scanagatta, Cassio P. de Campos, Giorgio Corani, Marco Zaffalon
Learning Bayesian Networks with Thousands of Variables. NIPS (2015)
Mauro Scanagatta, Cassio P. de Campos, Marco Zaffalon
Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks. Probabilistic Graphical Models (2014)