Machine Learning in Complex Networks
This book explores the features and advantages offered by complex networks in the domain of machine learning. In the first part of the book, we present an overview on complex networks and machine learning. Then, we provide a comprehensive description on network-based machine learning. In addition, we also address the important network construction issue. In the second part of the book, we describe some techniques for supervised, unsupervised, and semi-supervised learning that rely on complex networks to perform the learning process. Particularly, we thoroughly investigate a particle competition technique for both unsupervised and semi-supervi…
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Produktdetails
Weitere Autoren: Zhao, Liang
- ISBN: 978-3-319-17289-7
- EAN: 9783319172897
- Produktnummer: 17753686
- Verlag: Springer-Verlag GmbH
- Sprache: Englisch
- Erscheinungsjahr: 2016
- Seitenangabe: 331 S.
- Masse: H24.1 cm x B16.0 cm x D2.4 cm 694 g
- Abbildungen: Book; 80 schwarz-weiße und 20 farbige Abbildungen, 20 schwarz-weiße Tabellen, Bibliographie
- Gewicht: 694
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