Learning Representation for Multi-View Data Analysis

Models and Applications

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Database Management, General Computing
Cover of the book Learning Representation for Multi-View Data Analysis by Zhengming Ding, Handong Zhao, Yun Fu, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Zhengming Ding, Handong Zhao, Yun Fu ISBN: 9783030007348
Publisher: Springer International Publishing Publication: December 6, 2018
Imprint: Springer Language: English
Author: Zhengming Ding, Handong Zhao, Yun Fu
ISBN: 9783030007348
Publisher: Springer International Publishing
Publication: December 6, 2018
Imprint: Springer
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.

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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 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.

More books from Springer International Publishing

Cover of the book Worldwide Language Service Infrastructure by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book MultiMedia Modeling by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Tensor Categories and Endomorphisms of von Neumann Algebras by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Crime and Justice in Contemporary Japan by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Cyber Security by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Buoyancy-Driven Flow in Fluid-Saturated Porous Media near a Bounding Surface by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book New Production Technologies in Aerospace Industry by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Low and Lower Fertility by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Aesthetics of Interdisciplinarity: Art and Mathematics by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Digital Services and Platforms. Considerations for Sourcing by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book The Art of Forgetting by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Bridging Clauses in European Constitutional Law by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Intelligence and Security Informatics by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Synthetic Biology – Metabolic Engineering by Zhengming Ding, Handong Zhao, Yun Fu
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy