Manifold Learning Theory and Applications
by Yunqian MaFormat: Nonspecific Binding
Pub. Date: 2011-12-20
Publisher(s): Taylor & Francis
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Summary
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.
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