Soft Methods for Data Science

Maria Brigida Ferraro , Paolo Giordani , Barbara Vantaggi , Marek Gagolewski , María Ángeles Gil , Przemysław Grzegorzewski , Olgierd Hryniewicz

Abstract

This proceedings volume is a collection of peer reviewed papers presented at the 8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016) held in Rome (Italy). The book is dedicated to Data science which aims at developing automated methods to analyze massive amounts of data and to extract knowledge from them. It shows how Data science employs various programming techniques and methods of data wrangling, data visualization, machine learning, probability and statistics. The soft methods proposed in this volume represent a collection of tools in these fields that can also be useful for data science.
Book typeMonograph
Editor Maria Brigida Ferraro
Maria Brigida Ferraro,,
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, Paolo Giordani
Paolo Giordani,,
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, Barbara Vantaggi
Barbara Vantaggi,,
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, Marek Gagolewski
Marek Gagolewski,,
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, María Ángeles Gil
María Ángeles Gil,,
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, Przemysław Grzegorzewski
Przemysław Grzegorzewski,,
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, Olgierd Hryniewicz
Olgierd Hryniewicz,,
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PublisherSpringer International Publishing, MNiSW [80]
Publishing place (Publisher address)Cham
ISBN978-3-319-42971-7
Other ISBN978-3-319-42972-4
Issue year2017
Book series /Journal (in case of Journal special issue)Advances in Intelligent Systems and Computing, ISSN 2194-5357, [2194-5365 (Online)], (0 pkt)
Vol456
Pages535
Publication size in sheets26.75
Conference8th International Conference on Soft Methods in Probability and Statistics (SMPS 2016), 12-09-2016 - 14-09-2016, Rome, Włochy
Keywords in EnglishComputational Intelligence, Intelligent Data Analysis, Soft Computing, Statistics
DOIDOI:10.1007/978-3-319-42972-4
Languageen angielski
Score (nominal)20
Score sourcepublisherList
ScoreMinisterial score = 20.0, 10-01-2020, MonograhOrBookMainLanguagesEditor
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