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: $4,320
  • 貴賓價: 9.5$4,104
  • 語言: 英文
  • 頁數: 295
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3030338193
  • ISBN-13: 9783030338190
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

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.