Matrix Factorization for Multimedia Clustering: Models, Techniques, Optimization and Applications - Hangjun Che,Xing He,Baicheng Pan,Xin Wang,Man-Fai Leung
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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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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.
More Information
| Author | Hangjun Che, Xing He, Baicheng Pan, Xin Wang, Man-Fai Leung |
|---|---|
| Publisher | Institution of Engineering & Technology |
| Release year | 2026 |
| Cover type | Hardcover |
| EAN | 9781837241996 |