Learning Representation for Multi-View Data Analysis
Models and Applications
This book equips readers to handle complex multi-view data representation, centered around several major visual applications, sharing many tips and insights through a unified learning framework. This framework is able to model most existing multi-view learning and domain adaptation, enriching readers' understanding from their similarity, and differences based on data organization and problem settings, as well as the research goal.A comprehensive review exhaustively provides the key recent research on multi-view data analysis, i.e., multi-view clustering, multi-view classification, zero-shot learning, and domain adaption. More practical challe…
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Produktdetails
Weitere Autoren: Fu, Yun / Zhao, Handong
- ISBN: 978-3-030-00733-1
- EAN: 9783030007331
- Produktnummer: 28251909
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2018
- Seitenangabe: 280 S.
- Masse: H24.1 cm x B16.0 cm x D2.1 cm 588 g
- Auflage: 1st ed. 2019
- Abbildungen: HC runder Rücken kaschiert
- Gewicht: 588
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Learning Representation for Multi-View Data Analysis
Models and Applications
Models and Applications
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