SIS 2017. Statistics and Data Science: new challenges, new generations Proceedings of the Conference of the Italian Statistical Society, Florence 28-30 June 2017
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...
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| Other Authors: | , |
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| Format: | Electronic Book Chapter |
| Language: | Italian |
| Published: |
Florence
Firenze University Press
2017
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| Series: | Proceedings e report
114 |
| Subjects: | |
| Online Access: | OAPEN Library: download the publication OAPEN Library: description of the publication |
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| Summary: | 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. |
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| Physical Description: | 1 electronic resource (1066 p.) |
| ISBN: | 978-88-6453-521-0 9788864535210 9788892731851 |
| Access: | Open Access |