Nature Inspired Computing for Data Science
Rout, Minakhi, Rout, Jitendra Kumar, Das, Himansu
- 出版商: Springer
- 出版日期: 2020-01-24
- 售價: $4,430
- 貴賓價: 9.5 折 $4,209
- 語言: 英文
- 頁數: 295
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030338193
- ISBN-13: 9783030338190
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相關分類:
Data Science
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商品描述
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.