"Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce"

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Book	Author(s)	Year	Publisher
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
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
An improved rate for nonnegative definite consistent covariance matrix estimation with heterogeneous dependent data	Danny Quah	1989	Department of Economics, Massachusetts Institute of Technology
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
Factored-matrix representation of distributed fast transforms	Richard Lee Bainbridge	1987
Element Stamp Algorithm For Matrix Formulation Of Symbolic Circuits	Fawzi M. Al-Naima, Bessam Z. Al-Jewad	2010	Nova Science Publishers
Second-Order Equations With Nonnegative Characteristic Form	O. Oleinik	1973	Springer US
On the factorization of distributions.	Teicher, Henry.	[1954]
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
Context-Aware Ranking with Factorization Models	Steffen Rendle	2011	Springer Berlin Heidelberg
Context-aware ranking with factorization models	Rendle, Steffen	2014	Springer
On the LU factorization of sequences of identically structured sparse matrices within a distributed memory environment	Steven Michael Hadfield	1994
Hals	T. von Lanz; W. Wachsmuth	1. Aufl. 1955	Springer Berlin Heidelberg
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Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce	Rafał Zdunek; Krzysztof Fonal	Algorithms and Architectures for Parallel Processing: 17th International Conference, ICA3PP 2017, Helsinki, Finland, August 21-23, 2017, Proceedings	Shadi Ibrahim; Kim-Kwang Raymond Choo; Zheng Yan; Witold Pedrycz	1st ed. 2017	Springer International Publishing
Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark	Krzysztof Fonał; Rafał Zdunek	Artificial Intelligence and Soft Computing: 17th International Conference, ICAISC 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part II	Leszek Rutkowski; Rafał Scherer; Marcin Korytkowski; Witold Pedrycz; Ryszard Tadeusiewicz; Jacek M. Zurada	1st ed. 2018	Springer International Publishing
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
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
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
Appendix A - Nonnegative Matrix Factorization	Luc T. Ikelle	Coding and Decoding: Seismic Data	S. Treitel and K. Helbig	2010	Pergamon
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
Nonparametric Bayesian Nonnegative Matrix Factorization	Hong-Bo Xie; Caoyuan Li; Kerrie Mengersen; Shuliang Wang; Richard Yi Da Xu	Modeling Decisions for Artificial Intelligence: 17th International Conference, MDAI 2020, Sant Cugat, Spain, September 2–4, 2020, Proceedings	Vicenç Torra; Yasuo Narukawa; Jordi Nin; Núria Agell	1st ed. 2020	Springer International Publishing
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