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Machine Learning for Multimedia Content Analysis download PDF, EPUB, Kindle

Machine Learning for Multimedia Content Analysis download PDF, EPUB, Kindle

Machine Learning for Multimedia Content Analysis. Wei Xu

Machine Learning for Multimedia Content Analysis
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Author: Wei Xu
Number of Pages: 293 pages
Published Date: 23 Nov 2010
Publisher: Springer-Verlag New York Inc.
Publication Country: New York, NY, United States
Language: English
Type: eBook
ISBN: 9781441943538
File size: 46 Mb
File Name: Machine.Learning.for.Multimedia.Content.Analysis.pdf
Download Link: Machine Learning for Multimedia Content Analysis
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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).

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