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Nature Inspired Computing for Data Science. 2020 ed.
・ISBN 978-3-030-33819-0 hard EUR 99.99
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| 著者・編者 | Rout, Minakhi / Rout, Jitendra Kumar / Das, Himansu (eds.), |
|---|---|
| シリーズ | (Studies in Computational Intelligence) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2020 |
| ページ数 | 295 pp. |
| 言語 | ENG |
| ニュース番号 | <A03-94981> |
解説
This book discusses the current research and concepts in data science and how these can be addressed using different nature-inspired optimization techniques. Focusing on various data science problems, including classification, clustering, forecasting, and deep learning, it explores how researchers are using nature-inspired optimization techniques to find solutions to these problems in domains such as disease analysis and health care, object recognition, vehicular ad-hoc networking, high-dimensional data analysis, gene expression analysis, microgrids, and deep learning. As such it provides insights and inspiration for researchers to wanting to employ nature-inspired optimization techniques in their own endeavors.