Mauro Scanagatta

17 papers A 2Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2021 J jnl
A Gamification Platform to Analyze and Influence Citizens' Daily Transportation Choices.
IEEE Trans. Intell. Transp. Syst.
Raman Kazhamiakin, Enrica Loria, Annapaola Marconi, Mauro Scanagatta
2021 — conf
How to Design Personalized Challenges for Mobile Motivational Systems? Ask Your Players!
GALA
Mauro Scanagatta, Annapaola Marconi
2020 A conf
Calibration of game dynamics for a more even multi-player experience.
IUI
Mauro Scanagatta, Michela Ferron, Giulia Deppieri, Annapaola Marconi
2020 A conf
Sampling Subgraphs with Guaranteed Treewidth for Accurate and Efficient Graphical Inference.
WSDM
Jaemin Yoo, U Kang, Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
2019 J jnl
A survey on Bayesian network structure learning from data.
Prog. Artif. Intell.
Mauro Scanagatta, Antonio Salmerón, Fabio Stella
2018 J jnl
Approximate structure learning for large Bayesian networks.
Mach. Learn.
Mauro Scanagatta, Giorgio Corani, Cassio Polpo de Campos, Marco Zaffalon
2018 J jnl
Efficient Learning of Bounded-Treewidth Bayesian Networks from Complete and Incomplete Data Sets.
CoRR
Mauro Scanagatta, Giorgio Corani, Marco Zaffalon, Jaemin Yoo, U Kang
2018 J jnl
Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets.
Int. J. Approx. Reason.
Mauro Scanagatta, Giorgio Corani, Marco Zaffalon, Jaemin Yoo, U Kang
2018 J jnl
Entropy-based pruning for learning Bayesian networks using BIC.
Artif. Intell.
Cassio P. de Campos, Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
2017 J jnl
Entropy-based Pruning for Learning Bayesian Networks using BIC.
CoRR
Cassio P. de Campos, Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
2017 — conf
Improved Local Search in Bayesian Networks Structure Learning.
AMBN
Mauro Scanagatta, Giorgio Corani, Marco Zaffalon
2016 J jnl
Air pollution prediction via multi-label classification.
Environ. Model. Softw.
Giorgio Corani, Mauro Scanagatta
2016 J jnl
Learning Bounded Treewidth Bayesian Networks with Thousands of Variables.
CoRR
Mauro Scanagatta, Giorgio Corani, Cassio P. de Campos, Marco Zaffalon
2016 — conf
Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables.
NIPS
Mauro Scanagatta, Giorgio Corani, Cassio P. de Campos, Marco Zaffalon
2016 J jnl
Learning extended tree augmented naive structures.
Int. J. Approx. Reason.
Cassio P. de Campos, Giorgio Corani, Mauro Scanagatta, Marco Cuccu, Marco Zaffalon
2015 — conf
Learning Bayesian Networks with Thousands of Variables.
NIPS
Mauro Scanagatta, Cassio P. de Campos, Giorgio Corani, Marco Zaffalon
2014 — conf
Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks.
Probabilistic Graphical Models
Mauro Scanagatta, Cassio P. de Campos, Marco Zaffalon