Nature Inspired Computing for Data Science

Minakhi Rout

ISBN 10: 3030338193 / ISBN 13: 9783030338190

Verlag: Springer International Publishing Jan 2020, 2020

Beschreibung

This item is printed on demand - it takes 3-4 days longer - Neuware -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. 312 pp. Englisch.

Bestandsnummer des Verkäufers 9783030338190

Bibliografische Details

• Titel: Nature Inspired Computing for Data Science
• Verlag: Springer International Publishing Jan 2020
• Erscheinungsjahr: 2020
• Sprache: Englisch
• ISBN-10: 3030338193
• ISBN-13: 9783030338190
• Einband: Buch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.