TOPNMF: Topic based Document Clustering using Non-negative Matrix Factorization

Indian Journal of Science and Technology ◽

10.17485/ijst/v14i31.1293 ◽

2021 ◽

Vol 14 (31) ◽

pp. 2590-2595-2595

Author(s):

R Parimala ◽

◽

K Gomathi

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Non Negative Matrix Factorization

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Document clustering based on non-negative matrix factorization

Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval - SIGIR '03 ◽

10.1145/860435.860485 ◽

2003 ◽

Author(s):

Wei Xu ◽

Xin Liu ◽

Yihong Gong

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Non Negative Matrix Factorization

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

International Journal of Parallel Programming ◽

10.1007/s10766-018-0591-9 ◽

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

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The improved non-negative Matrix Factorization algorithm for document clustering

2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) ◽

10.1109/fskd.2011.6019811 ◽

2011 ◽

Author(s):

Weizhong Zhao ◽

Huifang Ma ◽

Qing He ◽

Zhongzhi Shi

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Factorization Algorithm ◽

Non Negative Matrix Factorization

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Document Clustering with Cluster Refinement and Non-negative Matrix Factorization

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-10684-2_31 ◽

2009 ◽

pp. 281-288 ◽

Author(s):

Sun Park ◽

Dong Un An ◽

ByungRea Char ◽

Chul-Won Kim

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Non Negative Matrix Factorization

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Document Clustering Based on Spectral Clustering and Non-negative Matrix Factorization

New Frontiers in Applied Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-540-69052-8_16 ◽

2008 ◽

pp. 149-158

Author(s):

Lei Bao ◽

Sheng Tang ◽

Jintao Li ◽

Yongdong Zhang ◽

Wei-ping Ye

Keyword(s):

Matrix Factorization ◽

Spectral Clustering ◽

Document Clustering ◽

Non Negative Matrix Factorization

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

IEEE/WIC/ACM International Conference on Web Intelligence (WI'07) ◽

10.1109/wi.2007.66 ◽

2007 ◽

Author(s):

Yu-Jiu Yang ◽

Bao-Gang Hu

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Pairwise Constraints ◽

Non Negative Matrix Factorization

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Enhancing Text Document Clustering Using Non-negative Matrix Factorization and WordNet

Journal of information and communication convergence engineering ◽

10.6109/jicce.2013.11.4.241 ◽

2013 ◽

Vol 11 (4) ◽

pp. 241-246

Author(s):

Chul-Won Kim ◽

Sun Park

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Text Document ◽

Non Negative Matrix Factorization

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Document Clustering Based on Non-Negative Matrix Factorization and Affinity Propagation Using Preference Estimation

Industrial Engineering, Machine Design and Automation (IEMDA 2014) & Computer Science and Application (CCSA 2014) ◽

10.1142/9789814689007_0052 ◽

2015 ◽

Author(s):

Jiawei Chen ◽

Fei Li ◽

Xiaofan Wu ◽

Qinqin Zhang

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Affinity Propagation ◽

Non Negative Matrix Factorization

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An Effective Non-Negative Matrix Factorization Algorithm and Its Application in Document Clustering

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.268-270.1508 ◽

2011 ◽

Vol 268-270 ◽

pp. 1508-1508

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Factorization Algorithm ◽

Double Publication ◽

Non Negative Matrix Factorization

Removed due to double publication

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Graph Based Semi-supervised Non-negative Matrix Factorization for Document Clustering

2012 11th International Conference on Machine Learning and Applications ◽

10.1109/icmla.2012.73 ◽

2012 ◽

Author(s):

Naiyang Guan ◽

Xuhui Huang ◽

Long Lan ◽

Zhigang Luo ◽

Xiang Zhang

Keyword(s):

Matrix Factorization ◽

Document Clustering ◽

Non Negative Matrix Factorization

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