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Machine Learning for Multimedia Content Analysis (Hardcover, 2007 ed.) Loot Price: R2,682
Discovery Miles 26 820
Repayment Terms: R251 pm x 12*
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Machine Learning for Multimedia Content Analysis (Hardcover, 2007 ed.): Yihong Gong, Wei Xu

Machine Learning for Multimedia Content Analysis (Hardcover, 2007 ed.)

Yihong Gong, Wei Xu

Series: Multimedia Systems and Applications, 30

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Loot Price R2,682 Discovery Miles 26 820 | Repayment Terms: R251 pm x 12*

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This volume introduces machine learning techniques that are particularly powerful and effective for modeling multimedia data and common tasks of multimedia content analysis. It systematically covers key machine learning techniques in an intuitive fashion and demonstrates their applications through case studies. Coverage includes examples of unsupervised learning, generative models and discriminative models. In addition, the book examines Maximum Margin Markov (M3) networks, which strive to combine the advantages of both the graphical models and Support Vector Machines (SVM).

General

Imprint: Springer-Verlag New York
Country of origin: United States
Series: Multimedia Systems and Applications, 30
Release date: October 2007
First published: 2007
Authors: Yihong Gong • Wei Xu
Dimensions: 235 x 155 x 17mm (L x W x T)
Format: Hardcover
Pages: 277
Edition: 2007 ed.
ISBN-13: 978-0-387-69938-7
Categories: Books > Computing & IT > Computer software packages > Multimedia
Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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LSN: 0-387-69938-4
Barcode: 9780387699387

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