The 2017 SIS Conference aims to highlight the crucial role of the Statistics in Data Science. In this new domain of ‘meaning’ extracted from the data, the increasing amount of produced and available data in databases, nowadays, has brought new challenges. That involves different fields of statistics, machine learning, information and computer science, optimization, pattern recognition. These afford together a considerable contribute in the analysis of ‘Big data’, open data, relational and complex data, structured and no-structured.
The interest is to collect the contributes which provide from the different domains of Statistics, in the high dimensional data quality validation, sampling extraction, dimensional reduction, pattern selection, data modelling, testing hypotheses and confirming conclusions drawn from the data.
University of Florence, Italy - ORCID: 0000-0001-9952-0396
University of Campania Luigi Vanvitelli, Italy - ORCID: 0000-0002-9959-4675
Titolo del libro
SIS 2017. Statistics and Data Science: new challenges, new generations
Sottotitolo del libro
Proceedings of the Conference of the Italian Statistical Society, Florence 28-30 June 2017
Curatori
Alessandra Petrucci, Rosanna Verde
Opera sottoposta a peer review
Anno di pubblicazione
2017
Copyright
© 2017 Author(s)
Licenza d'uso
Licenza dei metadati
Editore
Firenze University Press
DOI
10.36253/978-88-6453-521-0
eISBN (pdf)
978-88-6453-521-0
eISBN (xml)
978-88-9273-185-1
Collana
Proceedings e report
ISSN della collana
2704-601X
e-ISSN della collana
2704-5846