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Nature-Inspired Computation in Data Mining and Machine Learning -

englanti
2020-09-16
132,12 € 203,26 €

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Toimitus 12-18 arkipäivässä

30 päivän palautusoikeus

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, wi ... Täydellinen kuvaus

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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 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.

Lisätietoja

Julkaisija Springer Nature Switzerland
Series Studies in Computational Intelligence
Julkaisuvuosi 2020
Kannen tyyppi Pehmeäkantinen
EAN 9783030285555
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Arvostelet: Nature-Inspired Computation in Data Mining and Machine Learning
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132,12 € 203,26 €