Studies in Computational Intelligence
cover

Nature Inspired Computing for Data Science

Editors: Rout, Minakhi, Rout, Jitendra Kumar, Das, Himansu (Eds.)

  • Focuses on the advances in nature-inspired computing and its value in data science
  • Presents contributions from various fields of computational intelligence, machine learning, deep learning, and nature-inspired computing to build intelligent systems for real-time data analytics
  • Includes fundamentals, applications, algorithms and case studies of the advances and research in the fields of nature-inspired computing, data science and engineering
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eBook 83,29 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: January 26, 2020
  • ISBN 978-3-030-33820-6
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 145,59 €
price for Spain (gross)
  • Due: January 26, 2020
  • ISBN 978-3-030-33819-0
  • Free shipping for individuals worldwide
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

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.

Buy this book

eBook 83,29 €
price for Spain (gross)
  • The eBook version of this title will be available soon
  • Due: January 26, 2020
  • ISBN 978-3-030-33820-6
  • Digitally watermarked, DRM-free
  • Included format:
  • ebooks can be used on all reading devices
Hardcover 145,59 €
price for Spain (gross)
  • Due: January 26, 2020
  • ISBN 978-3-030-33819-0
  • Free shipping for individuals worldwide
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Nature Inspired Computing for Data Science
Editors
  • Minakhi Rout
  • Jitendra Kumar Rout
  • Himansu Das
Series Title
Studies in Computational Intelligence
Series Volume
SCI 871
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-33820-6
DOI
10.1007/978-3-030-33820-6
Hardcover ISBN
978-3-030-33819-0
Series ISSN
1860-949X
Edition Number
1
Number of Pages
VIII, 295
Number of Illustrations
24 b/w illustrations, 95 illustrations in colour
Topics