Manifold Learning Theory and Applications

By Yunqian Ma and Yun Fu

Incorporating state-of-the-art techniques, this book provides complete theoretical and practical treatment of manifold learning. An excellent entry point for readers new to the subject, it supplies a high-level introductory view of the topic as well as in-depth discussion of the key technical details. It summarizes up-to-date advances in manifold learning. The comprehensive range of topics include basic theoretical background, implementation, and practical applications in fields such as medical, biometrics, multimedia, and computer vision.

• Format: Hardcover
• Language: English
• ISBN: 1439871094
• ISBN13: 9781439871096
• Release Date: January 2012
• Publisher: CRC Press
• Length: 330 Pages
• Weight: 1.70 lbs.
• Dimensions: 0.9" x 7.1" x 10.2"