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Soft Methods for Data Science. 1st ed. 2017
・ISBN 978-3-319-42971-7 paper EUR 199.99
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| 著者・編者 | Ferraro, Maria Brigida / Giordani, Paolo / Vantaggi, Barbara / Gagolewski, Marek / Angeles Gil, Maria / Grzegorzewski, Przemyslaw / Hryniewicz, Olgierd (eds.), |
|---|---|
| シリーズ | (Advances in Intelligent Systems and Computing) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2016 |
| ページ数 | 535 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-30493＞ |
解説
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.