Studies in Computational Intelligence

Rout, Minakhi; Rout, Jitendra Kumar; Das, Himansu

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.

Details

Published by: Springer

Publication Date: 2020-01-24

Format: Hardcover

ISBN-13: 9783030338190

DOI: 10.1007/978-3-030-33820-6

Dimensions: 235cm x155cm

Pages: 295