Nature Inspired Computing for Data Science

Nature Inspired Computing for Data Science (Studies in Computational Intelligence)
by: Minakhi Rout
ISBN-10: 3030338193
ISBN-13: 9783030338190
Edition 版本: 1st ed. 2020
Released: 2019-11-27
Pages: 295 pages
Book Description
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.