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Altieri, Domenico and Patel, Martin K and Lazarus, Joël and Branca, Giovanni (2023) Numerical analysis of low-cost optimization measures for improving energy efficiency in residential buildings. Energy, 273. p. 127257.
Arnone, Eleonora and Azzimonti, Laura and Nobile, Fabio and Sangalli, Laura Maria (2019) Modeling spatially dependent functional data via regression with differential regularization. Journal of Multivariate Analysis, 170. pp. 275-295.
Arnone, Eleonora and Azzimonti, Laura and Nobile, Fabio and Sangalli, Laura Maria (2017) A time-dependent PDE regularization to model functional data defined over spatio-temporal domains. In: Functional Statistics and Related Fields. Springer International Publishing, pp. 41-44.
Azzimonti, Laura and Corani, Giorgio and Zaffalon, Marco (2019) Hierarchical estimation of parameters in Bayesian networks. Computational Statistics and Data Analysis, 137. pp. 67-91.
Azzimonti, Laura and Nobile, Fabio and Sangalli, Laura Maria and Secchi, Piercesare (2014) Mixed finite elements for spatial regression with PDE penalization. SIAM/ASA Journal on Uncertainty Quantification, 2 (1). pp. 305-335.
Azzimonti, Laura and Sangalli, Laura Maria and Secchi, Piercesare and Domanin, Maurizio and Nobile, Fabio (2015) Blood flow velocity field estimation via spatial regression with PDE penalization. Journal of the American Statistical Association, Theory and Methods Section, 110 (511). pp. 1057-1071.
Barta, Janos and Rizzoli, Andrea Emilio and Salani, Matteo and Gambardella, Luca Maria (2012) Statistical Modelling of Delays in a Rail Freight Transportation Network. In: Proceedings of the 2012 Winter Simulation Conference Proceedings of the 2012 Winter Simulation Conference, 9-12 December 2012, Berlin.
Corani, Giorgio and Antonucci, Alessandro (2014) Credal Ensembles of Classifiers. Computational Statistics & Data Analysis, 71. pp. 818-831. ISSN 0167-9473
Corani, Giorgio and Antonucci, Alessandro and Zaffalon, Marco (2012) Bayesian networks with imprecise probabilities: theory and application to classification. In: Data Mining: Foundations and Intelligent Paradigms. Intelligent Systems Reference Library, 23 . Springer, Berlin / Heidelberg, pp. 49-93. ISBN 978-3-642-23165-0
Corani, Giorgio and De Campos, Cassio Polpo (2010) A tree augmented classifier based on extreme imprecise Dirichlet model. International Journal of Approximate Reasoning, 51 (9). pp. 1053-1068. ISSN 0888-613X
Corani, Giorgio and Mignatti, Andrea (2013) Credal model averaging of logistic regression for modeling the distribution of marmot burrows. In: Proceedings ISIPTA '13 (the Eighth International Symposium on Imprecise Probability: Theories and Applications). SIPTA (Society for Imprecise Probability: Theory and Applications), pp. 233-243.
Corani, Giorgio and Zaffalon, Marco (2009) Lazy naive credal classifier. In: 1st ACM SIGKDD Workshop on Knowledge Discovery From Uncertain Data, 28.06.2009-01.07.2009, Paris, France.
Corani, Giorgio and Zaffalon, Marco (2008) Learning reliable classifiers from small or incomplete data sets: the naive credal classifier 2. Journal of Machine Learning Research, 9. pp. 581-621. ISSN 1533-7928
Nespoli, Lorenzo and Medici, Vasco (2022) Multivariate Boosted Trees and Applications to Forecasting and Control. Journal of Machine Learning Research. ISSN 1533-7928
Ravasi, Damiana and Mangili, Francesca and Huber, David and Cannata, Massimiliano and Strigaro, Daniele and Flacio, Eleonora (2022) The effects of microclimatic winter conditions in urban areas on the risk of establishment for Aedes albopictus. Scientific Reports, 12. ISSN 2045-2322