Matrix Factorization for Multimedia Clustering

Models, techniques, optimization and applications

Omschrijving

This book explores clustering principles through advanced data analysis techniques, such as matrix and tensor factorization in multimedia information processing. The authors present methods to address these challenges, examine popular regularization techniques, and explore the relationship between regularization and clustering performance.
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Schrijver
Che, Hangjun (Associate Professor, Wang, Xin (Professor, He, Xing (Professor, Leung, Man-Fai (Lecturer
Titel
Matrix Factorization for Multimedia Clustering
Uitgever
Institution of Engineering and Technology
Jaar
2025
Taal
Engels
Pagina's
269
EAN
9781837241996
Bindwijze
Hardback

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