Nature-Inspired Computation in Data Mining and Machine Learning
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,…
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Produktdetails
Weitere Autoren: He, Xing-Shi (Hrsg.)
- ISBN: 978-3-030-28552-4
- EAN: 9783030285524
- Produktnummer: 31949710
- Verlag: Springer Nature EN
- Sprache: Englisch
- Erscheinungsjahr: 2019
- Seitenangabe: 273 S.
- Masse: H23.5 cm x B15.5 cm 0 g
- Auflage: 1st ed. 2020
- Abbildungen: Farb., s/w. Abb.
- Reihenbandnummer: 855
- Sonstiges: Research
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