Machine Learning for Multimedia Content Analysis - 9780387699387
Un libro in lingua di Yihong Gong Wei Xu edito da Springer-Verlag New York Inc, 2007
- € 164.60
- Il prezzo è variabile in funzione del cambio della valuta d’origine
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).
Informazioni bibliografiche
- Titolo del Libro in lingua: Machine Learning for Multimedia Content Analysis
- Lingua: English
- Autori : Yihong Gong Wei Xu
- Editore: Springer-Verlag New York Inc
- Collana: Springer-Verlag New York Inc (Hardcover)
- Data di Pubblicazione: 15 Ottobre '07
- Genere: COMPUTERS
- Pagine: 277
- Dimensioni mm: 228 x 152 x 19
- ISBN-10: 0387699384
- EAN-13: 9780387699387