Nature-Inspired Computation in Data Mining and Machine Learning

Language: English

Published by Springer International Publishing Sep 2020, 2020

3030285553 / 9783030285555

Series: Book 362 of 538 - Studies in Computational Intelligence

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book reviews the latest developments in nature-inspired computation, with a focus on the cross-disciplinary applications in data mining and machine learning. Data mining, machine learning and nature-inspired computation are current hot research topics due to their importance in both theory and practical applications. Adopting an application-focused approach, each chapter introduces a specific topic, with detailed descriptions of relevant algorithms, extensive literature reviews and implementation details.Covering topics such as nature-inspired algorithms, swarm intelligence, classification, clustering, feature selection, cybersecurity, learning algorithms over cloud, extreme learning machines, object categorization, particle swarm optimization, flower pollination and firefly algorithms, and neural networks, it also presents case studies and applications, including classifications of crisis-related tweets, extraction of named entities in the Tamil language, performance-based prediction of diseases, and healthcare services. This book is both a valuable a reference resource and a practical guide for students, researchers and professionals in computer science, data and management sciences, artificial intelligence and machine learning. 288 pp. Englisch.

Seller Inventory # 9783030285555

Title
Nature-Inspired Computation in Data Mining and Machine Learning
Author
Xing-Shi He
Publisher
Springer International Publishing Sep 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030285553
ISBN 13
9783030285555
Item weight
441 grams
Dimensions
235x155x16 mm
Series
Book 362 of 538: Studies in Computational Intelligence

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.66US$ 26.66
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BuchWeltWeit Ludwig Meier e.K.

Germany