Learning Representation For Multi View Data Analysis Models And Applications(1st Edition)
Authors:
Zhengming Ding ,Handong Zhao ,Yun Fu
In Stock: 1 Left
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Book details
ISBN: 3030007332, 978-3030007331
Book publisher: Springer
Book Price $0 : 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 Readersâ?? 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 Challenges In Multi-view Data Analysis Are Discussed Including Incomplete, Unbalanced And Large-scale Multi-view Learning. Learning Representation For Multi-View Data Analysis Covers A Wide Range Of Applications In The Research Fields Of Big Data, Human-centered Computing, Pattern Recognition, Digital Marketing, Web Mining, And Computer Vision.
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