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Nature Inspired Computing for Data Science (2020)

Contributor(s): Rout, Minakhi (Editor), Rout, Jitendra Kumar (Editor), Das, Himansu (Editor)

ISBN: 9783030338220

Publisher: Springer

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Pub Date: January 24, 2021

Dewey: 005.7

Lexile Code: 0000

Features: Illustrated

Target Age Group: NA to NA

Physical Info: 0.65" H x 9.21" L x 6.14" W ( 0.97 lbs) 295 pages

Series: Studies in Computational Intelligence

Descriptions, Reviews, etc.

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.

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