JOURNAL ARTICLE

A nonnegative matrix factorization framework for semi-supervised document clustering with dual constraints

Huifang MaWeizhong ZhaoZhongzhi Shi

Year: 2012 Journal:   Knowledge and Information Systems Vol: 36 (3)Pages: 629-651   Publisher: Springer Science+Business Media
Keywords:
Cluster analysis Non-negative matrix factorization Correctness Document clustering Constrained clustering Correlation clustering Canopy clustering algorithm Data stream clustering Computer science CURE data clustering algorithm Biclustering Fuzzy clustering Mathematics Data mining Artificial intelligence Matrix decomposition Algorithm

Metrics

12
Cited By
1.89
FWCI (Field Weighted Citation Impact)
50
Refs
0.88
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Text and Document Classification Technologies
Physical Sciences →  Computer Science →  Artificial Intelligence
Advanced Clustering Algorithms Research
Physical Sciences →  Computer Science →  Artificial Intelligence
Data Management and Algorithms
Physical Sciences →  Computer Science →  Signal Processing
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