Nonnegative Matrix Factorization for Document Clustering: A Survey

Artificial Intelligence and Soft Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-07176-3_63 ◽

2014 ◽

pp. 726-737 ◽

Author(s):

Ehsan Hosseini-Asl ◽

Jacek M. Zurada

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix

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Nonnegative Matrix Factorization for Interactive Topic Modeling and Document Clustering

Partitional Clustering Algorithms ◽

10.1007/978-3-319-09259-1_7 ◽

2014 ◽

pp. 215-243 ◽

Author(s):

Da Kuang ◽

Jaegul Choo ◽

Haesun Park

Keyword(s):

Matrix Factorization ◽

Topic Modeling ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix

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Automated Graph Regularized Projective Nonnegative Matrix Factorization for Document Clustering

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2013.2296117 ◽

2014 ◽

Vol 44 (10) ◽

pp. 1821-1831 ◽

Author(s):

Xiaobing Pei ◽

Tao Wu ◽

Chuanbo Chen

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix

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Correntropy-Based Document Clustering via Nonnegative Matrix Factorization

Artificial Neural Networks and Machine Learning – ICANN 2012 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-33266-1_43 ◽

2012 ◽

pp. 347-354 ◽

Author(s):

Tolga Ensari ◽

Jan Chorowski ◽

Jacek M. Zurada

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix

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

Knowledge and Information Systems ◽

10.1007/s10115-012-0560-3 ◽

2012 ◽

Vol 36 (3) ◽

pp. 629-651 ◽

Author(s):

Huifang Ma ◽

Weizhong Zhao ◽

Zhongzhi Shi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix ◽

Dual Constraints

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Regularized NNLS Algorithms for Nonnegative Matrix Factorization with Application to Text Document Clustering

Computer Recognition Systems 4 - Advances in Intelligent and Soft Computing ◽

10.1007/978-3-642-20320-6_77 ◽

2011 ◽

pp. 757-766 ◽

Author(s):

Rafal Zdunek

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix ◽

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Document clustering using nonnegative matrix factorization

Information Processing & Management ◽

10.1016/j.ipm.2004.11.005 ◽

2006 ◽

Vol 42 (2) ◽

pp. 373-386 ◽

Author(s):

Farial Shahnaz ◽

Michael W. Berry ◽

V.Paul Pauca ◽

Robert J. Plemmons

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix

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Document Clustering with an Augmented Nonnegative Matrix Factorization Model

Advances in Knowledge Discovery and Data Mining - Lecture Notes in Computer Science ◽

10.1007/978-3-319-06605-9_29 ◽

2014 ◽

pp. 348-359 ◽

Author(s):

Zunyan Xiong ◽

Yizhou Zang ◽

Xingpeng Jiang ◽

Xiaohua Hu

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix ◽

Factorization Model

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Fast rank-2 nonnegative matrix factorization for hierarchical document clustering

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '13 ◽

10.1145/2487575.2487606 ◽

2013 ◽

Author(s):

Da Kuang ◽

Haesun Park

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Document Clustering ◽

Nonnegative Matrix ◽

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

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