Matrix Factorization for Multimedia Clustering

Models, techniques, optimization and applications

Description

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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Writer
Che, Hangjun (Associate Professor, Wang, Xin (Professor, He, Xing (Professor, Leung, Man-Fai (Lecturer
Title
Matrix Factorization for Multimedia Clustering
Publisher
Institution of Engineering and Technology
Year
2025
Language
English
Pages
269
EAN
9781837241996
Binding format
Hardback

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