Nature Inspired Computing for Data Science

Nature Inspired Computing for Data Science
Author: Minakhi Rout
Publisher: Springer Nature
Total Pages: 303
Release: 2019-11-26
Genre: Computers
ISBN: 3030338207

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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.


Nature Inspired Computing for Data Science
Language: en
Pages: 303
Authors: Minakhi Rout
Categories: Computers
Type: BOOK - Published: 2019-11-26 - Publisher: Springer Nature

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This book discusses the current research and concepts in data science and how these can be addressed using different nature-inspired optimization techniques. Fo
Nature-Inspired Computation in Data Mining and Machine Learning
Language: en
Pages: 273
Authors: Xin-She Yang
Categories: Technology & Engineering
Type: BOOK - Published: 2019-09-03 - Publisher: Springer Nature

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This book reviews the latest developments in nature-inspired computation, with a focus on the cross-disciplinary applications in data mining and machine learnin
Nature-Inspired Computation and Swarm Intelligence
Language: en
Pages: 442
Authors: Xin-She Yang
Categories: Computers
Type: BOOK - Published: 2020-04-24 - Publisher: Academic Press

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Nature-inspired computation and swarm intelligence have become popular and effective tools for solving problems in optimization, computational intelligence, sof
Nature-Inspired Computing and Optimization
Language: en
Pages: 506
Authors: Srikanta Patnaik
Categories: Technology & Engineering
Type: BOOK - Published: 2017-03-07 - Publisher: Springer

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The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is
Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications
Language: en
Pages: 1810
Authors: Management Association, Information Resources
Categories: Computers
Type: BOOK - Published: 2016-07-26 - Publisher: IGI Global

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As technology continues to become more sophisticated, mimicking natural processes and phenomena also becomes more of a reality. Continued research in the field