Publications

Here you can find a consolidated (a.k.a. slowly updated) list of my publications. A frequently updated (and possibly noisy) list of works is available on my Google Scholar profile.

Please find below a short list of highlight publications for my recent activity.

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

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, vol. 8, 2018.

Abstract | Links | BibTeX

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 , vol. 87, pp. 52-66, 2017, ISSN: 2352-2208.

Abstract | Links | BibTeX

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

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, visited: 01.04.2016.

Links | BibTeX

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, vol. 188, Electronic Proceedings in Theoretical Computer Science (EPTCS) 2015.

Abstract | Links | BibTeX

A Generative Multiset Kernel for Structured Data

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, vol. 7552, Springer-Verlag, BERLIN HEIDELBERG, 2012.

Abstract | Links | BibTeX