Manifold Learning Theory and Applications

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.