Machine Learning for Multimedia Content Analysis 2025 pdf epub mobi 电子书
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发表于2025-01-08
Machine Learning for Multimedia Content Analysis 2025 pdf epub mobi 电子书
Machine Learning for Multimedia Content Analysis 2025 pdf epub mobi 电子书
Machine Learning for Multimedia Content Analysis 2025 pdf epub mobi 电子书
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Machine Learning for Multimedia Content Analysis 2025 pdf epub mobi 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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