Subtractive Initialization of Nonnegative Matrix Factorizations for Document Clustering

Fuzzy Logic and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-642-23713-3_24 ◽

2011 ◽

pp. 188-195 ◽

Author(s):

Gabriella Casalino ◽

Nicoletta Del Buono ◽

Corrado Mencar

Keyword(s):

Document Clustering ◽

Nonnegative Matrix ◽

Matrix Factorizations

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Efficient Document Clustering via Online Nonnegative Matrix Factorizations

Proceedings of the 2011 SIAM International Conference on Data Mining ◽

10.1137/1.9781611972818.78 ◽

2011 ◽

Author(s):

Fei Wang ◽

Chenhao Tan ◽

Ping Li ◽

Arnd Christian König

Keyword(s):

Document Clustering ◽

Nonnegative Matrix ◽

Matrix Factorizations

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Convex and Semi-Nonnegative Matrix Factorizations

IEEE Transactions on Pattern Analysis and Machine Intelligence ◽

10.1109/tpami.2008.277 ◽

2010 ◽

Vol 32 (1) ◽

pp. 45-55 ◽

Author(s):

C.H.Q. Ding ◽

Tao Li ◽

M.I. Jordan

Keyword(s):

Nonnegative Matrix ◽

Matrix Factorizations

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Intelligent Twitter Data Analysis Based on Nonnegative Matrix Factorizations

Computational Science and Its Applications – ICCSA 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-62392-4_14 ◽

2017 ◽

pp. 188-202 ◽

Author(s):

Gabriella Casalino ◽

Ciro Castiello ◽

Nicoletta Del Buono ◽

Corrado Mencar

Keyword(s):

Data Analysis ◽

Nonnegative Matrix ◽

Matrix Factorizations ◽

Twitter Data ◽

Twitter Data Analysis

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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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Uniqueness of Nonnegative Matrix Factorizations by Rigidity Theory

SIAM Journal on Matrix Analysis and Applications ◽

10.1137/19m1279472 ◽

2021 ◽

Vol 42 (1) ◽

pp. 134-164

Author(s):

Robert Krone ◽

Kaie Kubjas

Keyword(s):

Nonnegative Matrix ◽

Matrix Factorizations ◽

Rigidity Theory

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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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A framework for least squares nonnegative matrix factorizations with Tikhonov regularization

Neurocomputing ◽

10.1016/j.neucom.2019.12.103 ◽

2020 ◽

Vol 387 ◽

pp. 78-90

Author(s):

Yueyang Teng ◽

Shouliang Qi ◽

Fangfang Han ◽

Yudong Yao ◽

Fenglei Fan ◽

...

Keyword(s):

Least Squares ◽

Tikhonov Regularization ◽

Nonnegative Matrix ◽

Matrix Factorizations

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On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations

Latent Variable Analysis and Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-642-28551-6_36 ◽

2012 ◽

pp. 288-296 ◽

Author(s):

Anh Huy Phan ◽

Andrzej Cichocki ◽

Petr Tichavský ◽

Zbyněk Koldovský

Keyword(s):

Nonnegative Matrix ◽

Matrix Factorizations

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Nonnegative Matrix Factorizations for Clustering: A Survey

Data Clustering ◽

10.1201/9781315373515-7 ◽

2018 ◽

pp. 149-176 ◽

Author(s):

Tao Li ◽

Cha-charis Ding

Keyword(s):

Nonnegative Matrix ◽

Matrix Factorizations

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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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