Learning Representation for Multi-View Data Analysis: Models and Applications

by Yun Fu, Handong Zhao, Zhengming Ding

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...

• Format: Hardcover
• Language: English
• ISBN: 3030007332
• ISBN13: 9783030007331
• Release Date: December 2018
• Publisher: Springer
• Length: 268 Pages
• Weight: 1.25 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"