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Machine Learning for Multimedia Content Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Gong, Yihong 作者

Springer-Verlag New York Inc

译者

2007-9 出版日期

296 页数

$ 157.07 价格

HRD

丛书系列

9780387699387 图书编码

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Machine Learning for Multimedia Content Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Machine Learning for Multimedia Content Analysis 在线电子书图书描述

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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