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1. A Dynamical System Approach for Continuous Nonnegative Matrix Factorization

作者： Melisew Tefera Belachew ; Nicoletta Del Buono

关键词：Nonnegative matrix factorization ; time ; dependent data ; gradient flow ; continuous ; time dynamical systems

刊名：Mediterranean Journal of Mathematics

出版年：2017

2. Neighbors isometric embedding nonnegative matrix factorization for image representation

作者： Xiaobing Pei ; Yuntao Wu

关键词：Nonnegative matrix factorization ; Image representation ; Clustering

刊名：Multidimensional Systems and Signal Processing

出版年：2017

3. Fast Nonnegative Matrix Factorization and Completion Using Nesterov Iterations

关键词：Low ; rank matrix completion ; Nonnegative matrix factorization ; Nesterov iterations ; Gradient descent

刊名：Lecture Notes in Computer Science

出版年：2017

4. Ego Noise Reduction for Hose-Shaped Rescue Robot Combining Independent Low-Rank Matrix Analysis and Multichannel Noise Cancellation

关键词：Rescue robot ; Tough environment ; Noise reduction ; Nonnegative matrix factorization ; Independent vector analysis ; Multichannel noise cancellation

刊名：Lecture Notes in Computer Science

出版年：2017

5. A Deep Stochastic Model for Detecting Community in Complex Networks

作者： Jingcheng Fu ; Jianliang Wu

关键词：Complex networks ; Community detecting ; Non ; negative matrix factorization

刊名：Journal of Statistical Physics

出版年：2017

6. Combined new nonnegative matrix factorization algorithms with two-dimensional nonnegative matrix factorization for image processing

作者： Liying Hu ; Gongde Guo ; Changfeng Ma

关键词：Nonnegative matrix factorization (NMF) ; Two ; dimensional nonnegative matrix factorization (2DNMF) ; Rank ; one residue iteration (RRI) ; Element ; wisely residue iteration (ERI) ; Image processing ; Compression ratio

刊名：Multimedia Tools and Applications

出版年：2016

7. A New Algorithm for Multimodal Soft Coupling

关键词：Nonnegative matrix factorization ; Bayesian framework ; Soft coupling

刊名：Lecture Notes in Computer Science

出版年：2017

8. Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm

关键词：Dimensionality reduction ; Nonnegative matrix factorization ; Simplicial nonnegative matrix tri ; factorization ; Frank ; wolfe algorithm

刊名：Lecture Notes in Computer Science

出版年：2016

9. Incremental Nonnegative Matrix Factorization Based on Matrix Sketching and k-means Clustering

关键词：Recommender system ; Incremental recommendation ; Matrix factorization ; Matrix sketching ; k ; means clustering

刊名：Lecture Notes in Computer Science

出版年：2016

10. Nonnegative matrix factorization and sparse representation for the automated detection of periodic limb movements in sleep

作者： Mehrnaz Shokrollahi ; Sridhar Krishnan…

关键词：Stroke ; Sleep ; Periodic leg movements ; Sparse representations ; Nonnegative matrix factorization ; Classification

刊名：Medical and Biological Engineering and Computing

出版年：2016

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