Manifold Learning Theory and Applications |
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Editor:
| Ma, Yunqian Fu, Yun |
ISBN: | 978-1-4398-7110-2 |
Publication Date: | Dec 2011 |
Publisher: | Taylor & Francis Group
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Imprint: | CRC Press |
Book Format: | Digital (delivered electronically) |
List Price: | USD $125.00 |
Book Description:
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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...
More Description
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.