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Matrix Factorization for Multimedia Clustering : Models, Techniques, Optimization and Applications.

Knovel Optics and Photonics Academic Available online

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Format:
Book
Author/Creator:
Che, Hangjun.
Contributor:
Wang, Xin.
He, Xing.
Leung, Man-Fai.
Pan, Baicheng.
Series:
Computing and Networks Series
Language:
English
Physical Description:
1 online resource (243 pages)
Edition:
1st ed.
Place of Publication:
Stevenage : Institution of Engineering & Technology, 2026.
Summary:
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.
Notes:
Description based on publisher supplied metadata and other sources.
ISBN:
1-80705-126-9
1-83724-200-3
9781807051266
OCLC:
1584469693

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