Nature Inspired Computing for Data Science

Rout, Minakhi (Editor)/ Rout, Jitendra Kumar (Editor)/ Das, Himansu (Editor)

ISBN 10: 3030338223 / ISBN 13: 9783030338220

Editore: Springer-Nature New York Inc, 2021

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312 pages. 9.25x6.10x0.74 inches. In Stock.

Codice articolo x-3030338223

Dati bibliografici

• Titolo: Nature Inspired Computing for Data Science
• Editore: Springer-Nature New York Inc
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 3030338223
• ISBN 13: 9783030338220
• Rilegatura: Paperback
• Condizione: Brand New

Descrizione articolo

Riassunto

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.