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Learning Representation for Multi-View Data Analysis: Models and Applications
Hardcover
Series: Advanced Information and Knowledge Processing
DatabasesGeneral ComputersProbability & Statistics
ISBN13: 9783030007331
Publisher: Springer
Published: Dec 17 2018
Pages: 268
Weight: 1.25
Height: 0.69 Width: 6.14 Depth: 9.21
Language: English
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.
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