Pairwise Constraints-Guided Non-negative Matrix Factorization for Document Clustering

2007 ◽  
Author(s):  
Yu-Jiu Yang ◽  
Bao-Gang Hu
Keyword(s):  
Matrix Factorization ◽  
Document Clustering ◽  
Pairwise Constraints ◽  
Non Negative Matrix Factorization

Charismatic Document Clustering Through Novel K-Means Non-negative Matrix Factorization (KNMF) Algorithm Using Key Phrase Extraction

2018 ◽  
Vol 48 (3) ◽  
pp. 496-514 ◽  
Author(s):  
E. Laxmi Lydia ◽  
P. Krishna Kumar ◽  
K. Shankar ◽  
S. K. Lakshmanaprabu ◽  
R. M. Vidhyavathi ◽  
...  
Keyword(s):  
Matrix Factorization ◽  
Document Clustering ◽  
Phrase Extraction ◽  
Key Phrase Extraction ◽  
Non Negative Matrix Factorization

Non-negative Matrix Factorization with Pairwise Constraints and Graph Laplacian

2014 ◽  
Vol 42 (1) ◽  
pp. 167-185 ◽  
Author(s):  
Yang-Cheng He ◽  
Hong-Tao Lu ◽  
Lei Huang ◽  
Xiao-Hua Shi
Keyword(s):  
Matrix Factorization ◽  
Graph Laplacian ◽  
Pairwise Constraints ◽  
Non Negative Matrix Factorization
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