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 Respiratory Outcomes in Preterm Infants by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Contrastive Analysis of Discourse-pragmatic Aspects of Linguistic Genres by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Foundations and Practice of Security by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Dynamical Processes in Generalized Continua and Structures by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Blazing a Ghostly Trail by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Quantum Dots for Quantum Information Processing: Controlling and Exploiting the Quantum Dot Environment by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Re-Engaging Young People with Education by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book The Rise of a New Superpower by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Service Orientation in Holonic and Multi-agent Manufacturing by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book From Financial Crisis to Social Change by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Sustainable Development in Mountain Regions by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Sustainable Electricity by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Functional and Logic Programming by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book G-Protein-Coupled Receptor Dimers by Zhengming Ding, Handong Zhao, Yun Fu
Cover of the book Clinical Autonomic Dysfunction 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