"Sparse Separable Nonnegative Matrix Factorization"

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Book	Author(s)	Year	Publisher
Sparse Matrix Computations	James R. Bunch and Donald J. Rose	1976	Academic Press
Sparse Matrix Technology	Sergio Pissanetzky	1984	Academic Press
Sparse matrix inversion	K. Ratliff	1971	Dept. of Computer Science, University of Illinois
Sparse matrix proceedings,1978	Symposium on Sparse Matrix Computations (1978 Knoxville, Tenn.)	1979	SIAM
Factorization of Measurable Matrix Functions	G.S. Litvinchuk; Spitkovskii	1987	Birkhäuser Basel
Factorization of Measurable Matrix Functions	G. S. Litvinchuk; I. M. Spitkovskii; Bernd Luderer; Georg Heinig; Bernd Silbermann	1987	De Gruyter
Sparse Matrix Techniques: Copenhagen 1976	V.A. Barker	1977	Springer Berlin Heidelberg
Graph Theory and Sparse Matrix Computation	Jean R. S. Blair, Barry Peyton (auth.), Alan George, John R. Gilbert, Joseph W. H. Liu (eds.)	1993	Springer-Verlag New York
Graph theory and sparse matrix computation /	George, Alan.; Gilbert, J. R.; Liu, Joseph W. H.	[1993], ©1993.	Springer-Verlag,
Graph Theory and Sparse Matrix Computation	Alan George; John R. Gilbert; Joseph W. H. Liu	1993	Springer New York
Minimal Factorization of Matrix and Operator Functions	H. Bart; I. Gohberg; M. A. Kaashoek	1979	Birkhäuser Basel
Matrix and Tensor Factorization Techniques for Recommender Systems	Panagiotis Symeonidis; Andreas Zioupos	1st ed. 2016	Springer International Publishing
Factorization of Matrix Functions and Singular Integral Operators	Prof. Kevin F. Clancey; Prof. Israel Gohberg	1981	Birkhäuser Basel
Convolution Operators and Factorization of Almost Periodic Matrix Functions	Albrecht Böttcher; Yuri I. Karlovich; Ilya M. Spitkovsky	2002	Birkhäuser Basel
Non-negative Matrix Factorization Techniques: Advances in Theory and Applications	Ganesh R. Naik	1st ed. 2016	Springer Berlin Heidelberg
Factorization of Matrix and Operator Functions: The State Space Method	Harm Bart; André C. M. Ran; Israel Gohberg; Marinus A. Kaashoek	2008	Birkhäuser Basel
Nonnegative matrices	Henryk Minc	1988	Wiley
Separable Algebras	Timothy J. Ford	2017	American Mathematical Society
Totally Nonnegative Matrices	Shaun M. Fallat; Charles R. Johnson	2011	Princeton University Press
Totally Nonnegative Matrices	Shaun M. Fallat; Charles R. Johnson	2011	Princeton University Press
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Chapter	Author(s)	Book	Book Authors	Year	Publisher
Sparse Separable Nonnegative Matrix Factorization	Nicolas Nadisic; Arnaud Vandaele; Jeremy E. Cohen; Nicolas Gillis	Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part I	Frank Hutter; Kristian Kersting; Jefrey Lijffijt; Isabel Valera	1st ed. 2021	Springer International Publishing
Extended Sparse Nonnegative Matrix Factorization	Kurt Stadlthanner; Fabian J. Theis; Carlos G. Puntonet; Elmar W. Lang	Computational Intelligence and Bioinspired Systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings	Joan Cabestany; Alberto Prieto; Francisco Sandoval	2005	Springer Berlin Heidelberg
Nonnegative Matrix Factorization	Ke-Lin Du; M. N. S. Swamy	Neural Networks and Statistical Learning	Ke-Lin Du; M. N. S. Swamy	2014	Springer London
Nonnegative Matrix Factorization	Jen-Tzung Chien	Source Separation and Machine Learning	Jen-Tzung Chien	2019	Academic Press
Nonnegative Matrix Factorization		Matlab. Statistics and Machine Learning Toolbox. User's Guide		2021	MathWorks
Nonnegative Matrix Factorization		Natural Language Processing with Spark NLP: Learning to Understand Text at Scale	Alex Thomas	2020	O'Reilly Media
Nonnegative Matrix Factorization		MATLAB Statistics and Machine Learning Toolbox™ User's Guide	The MathWorks, Inc.	2020	The MathWorks, Inc.
Nonnegative Matrix Factorization	Ke-Lin Du; M. N. S. Swamy	Neural Networks and Statistical Learning	Ke-Lin Du; M. N. S. Swamy	2nd ed. 2019	Springer London
Nonnegative Matrix Factorization	Roland Badeau; Tuomas Virtanen	Audio Source Separation and Speech Enhancement	Emmanuel Vincent; Tuomas Virtanen; Sharon Gannot	2018	John Wiley & Sons
Document Clustering Based on Nonnegative Sparse Matrix Factorization	C. F. Yang; Mao Ye; Jing Zhao	Advances in Natural Computation: First International Conference, ICNC 2005, Changsha, China, August 27-29, 2005, Proceedings, Part II	Lipo Wang; Ke Chen; Yew Soon Ong	2005	Springer Berlin Heidelberg
2 - Nonnegative Matrix Factorization		Algorithmic Aspects of Machine Learning	Ankur Moitra	2018-09	Cambridge University Press
Nonnegative Matrix Factorization (NMF)		Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications	Jens Albrecht, Sidharth Ramachandran, Christian Winkler	2021	O'Reilly Media
Perform Nonnegative Matrix Factorization		Matlab. Statistics and Machine Learning Toolbox. User's Guide		2021	MathWorks
Perform Nonnegative Matrix Factorization		MATLAB Statistics and Machine Learning Toolbox™ User's Guide	The MathWorks, Inc.	2020	The MathWorks, Inc.
41 Nonnegative matrix factorization		The Birth of Numerical Analysis	Adhemar Bultheel, Adhemar Bultheel, Ronald Cools	2010	World Scientific Publishing Company
22 Nonnegative Matrix Factorization		Handbook of Computational Statistics and Data Science (2021) [et al] []	Piegorsch	2021	Wiley
612 Nonnegative Matrix Factorization		TEXT ANALYSIS IN PYTHON FOR SOCIAL SCIENTISTS Discovery and Exploration	Dirk Hovy	2020	Cambridge University Press
Nonnegative Matrix Factorization Sparse Coding Strategy for Cochlear Implants	Hongmei Hu; Guoping Li; Mark E. Lutman; Stefan Bleeck	Blind Source Separation: Advances in Theory, Algorithms and Applications	Ganesh R. Naik; Wenwu Wang	2014	Springer Berlin Heidelberg
Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets	K. Stadlthanner; F. J. Theis; E. W. Lang; A. M. Tomé; C. G. Puntonet; P. Gómez Vilda et al.	Independent Component Analysis and Blind Signal Separation: 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings	Justinian Rosca; Deniz Erdogmus; Jose C. Principe; Simon Haykin	2006	Springer Berlin Heidelberg
Appendix A - Nonnegative Matrix Factorization	Luc T. Ikelle	Coding and Decoding: Seismic Data	S. Treitel and K. Helbig	2010	Pergamon
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