Publications

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2018

Marco, Podda; Davide, Bacciu; Alessio, Micheli; Roberto, Bellu; Giulia, Placidi; Luigi, Gagliardi

A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor Journal Article

In: Nature Scientific Reports, 8 , 2018.

Abstract | Links | BibTeX | Tags: bioinformatics, biomedical data, neural networks, support vector machine

2017

Davide, Bacciu; Antonio, Carta; Stefania, Gnesi; Laura, Semini

An Experience in using Machine Learning for Short-term Predictions in Smart Transportation Systems Journal Article

In: Journal of Logical and Algebraic Methods in Programming , 87 , pp. 52-66, 2017, ISSN: 2352-2208.

Abstract | Links | BibTeX | Tags: big data, bike sharing system, kernel methods, software engineering, support vector machine

2016

Davide, Bacciu; Antonio, Carta; Stefania, Gnesi; Laura, Semini

Adopting a Machine Learning Approach in the Design of Smart Transportation Systems Online

van der Me, Rob; Shashaj, Ariona (Ed.): ERCIM News Magazine 2016.

Links | BibTeX | Tags: big data, bike sharing system, kernel methods, software engineering, support vector machine

2015

Davide, Bacciu; Stefania, Gnesi; Laura, Semini

Using a Machine Learning Approach to Implement and Evaluate Product Line Features Conference

Proceedings 11th International Workshop on Automated Specification and Verification of Web Systems, WWV 2015, 188 , Electronic Proceedings in Theoretical Computer Science (EPTCS) 2015.

Abstract | Links | BibTeX | Tags: big data, bike sharing system, kernel methods, software engineering, support vector machine

2012

Davide, Bacciu; Alessio, Micheli; Alessandro, Sperduti

A Generative Multiset Kernel for Structured Data Conference

Artificial Neural Networks and Machine Learning - ICANN 2012 proceedings, Springer LNCS series, 7552 , Springer-Verlag, BERLIN HEIDELBERG, 2012.

Abstract | Links | BibTeX | Tags: generative model, graphical models, hidden tree Markov model, kernel methods, structured data processing, support vector machine, tree kernel, tree structured data