Nature Inspired Computing for Data Science

Nature Inspired Computing for Data Science

  • Minakhi Rout
  • Jitendra Kumar Rout
  • Himansu Das
Publisher:Springer NatureISBN 13: 9783030338206ISBN 10: 3030338207

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Know about the book -

Nature Inspired Computing for Data Science is written by Minakhi Rout and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 3030338207 (ISBN 10) and 9783030338206 (ISBN 13).

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.