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Instantaneous Versus Convolutive Non-Negative Matrix Factorization

BOOK CHAPTER published in Machine Audition

Authors: Wenwu Wang

https://doi.org/10.4018/9781615209194.ch015 Actions

Instantaneous Versus Convolutive Non-Negative Matrix Factorization

BOOK CHAPTER published in Machine Audition

Authors: Wenwu Wang

https://doi.org/10.4018/978-1-61520-919-4.ch015 Actions

Designing Light Weight Intrusion Detection Systems

BOOK CHAPTER published 2012 in Machine Learning

Authors: Václav Snášel | Jan Platoš | Pavel Krömer | Ajith Abraham

https://doi.org/10.4018/978-1-60960-818-7.ch213 Actions

Flexible HALS algorithms for sparse non-negative matrix/tensor factorization

PROCEEDINGS ARTICLE published October 2008 in 2008 IEEE Workshop on Machine Learning for Signal Processing

Authors: Andrzej Cichocki | Anh Huy Phan | Cesar Caiafa

https://doi.org/10.1109/mlsp.2008.4685458 Actions

Extended Non-negative Matrix Factorization for Face and Facial Expression Recognition

JOURNAL ARTICLE published April 2015 in International Journal of Machine Learning and Computing

Authors: Humayra Binte Ali | David M. W. Powers | Xibin Jia | Yanhua Zhang

https://doi.org/10.7763/ijmlc.2015.v5.498 Actions

An Improved Non-negative Matrix Factorization Algorithm for Combining Multiple Clusterings

PROCEEDINGS ARTICLE published 2010 in 2010 International Conference on Machine Vision and Human-machine Interface

Authors: Wei Wang

https://doi.org/10.1109/mvhi.2010.72 Actions

SAGA: sparse and geometry-aware non-negative matrix factorization through non-linear local embedding

JOURNAL ARTICLE published October 2014 in Machine Learning

Authors: Nicolas Courty | Xing Gong | Jimmy Vandel | Thomas Burger

https://doi.org/10.1007/s10994-014-5463-y Actions

Multi -View Clustering Using Sparse Non-Negative Matrix Factorization for Recommendation Systems

PROCEEDINGS ARTICLE published 15 December 2023 in 2023 International Conference on Machine Learning and Applications (ICMLA)

Authors: Khalil Bachiri | Faouzi Boufares | Maria Malek | Nicoleta Rogovschi | Ali Yahyaouy

https://doi.org/10.1109/icmla58977.2023.00194 Actions

Sparse Non-negative Matrix Factorization Based on Spatial Pyramid Matching for Face Recognition

PROCEEDINGS ARTICLE published August 2013 in 2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics

Authors: Xianzhong Long | Hongtao Lu | Yong Peng

https://doi.org/10.1109/ihmsc.2013.27 Actions

A unified statistical approach to non-negative matrix factorization and probabilistic latent semantic indexing

JOURNAL ARTICLE published April 2015 in Machine Learning

Authors: Karthik Devarajan | Guoli Wang | Nader Ebrahimi

https://doi.org/10.1007/s10994-014-5470-z Actions

Supervised Dictionary Learning via Non-negative Matrix Factorization for Classification

PROCEEDINGS ARTICLE published December 2012 in 2012 11th International Conference on Machine Learning and Applications

Authors: Yifeng Li | Alioune Ngom

https://doi.org/10.1109/icmla.2012.79 Actions

A new non-negative matrix factorization algorithm with sparseness constraints

PROCEEDINGS ARTICLE published July 2011 in 2011 International Conference on Machine Learning and Cybernetics

Authors: Weizhong Zhao | Huifang Ma | Ning Li

https://doi.org/10.1109/icmlc.2011.6016966 Actions

Group Sparse Non-negative Matrix Factorization for Multi-Manifold Learning

PROCEEDINGS ARTICLE published 2011 in Procedings of the British Machine Vision Conference 2011

Authors: Xiangyang Liu | Hongtao Lu | Hua Gu

https://doi.org/10.5244/c.25.56 Actions

Shifted Non-Negative Matrix Factorization

PROCEEDINGS ARTICLE published August 2007 in 2007 IEEE Workshop on Machine Learning for Signal Processing

Authors: Morten Morup | Kristoffer H. Madsen | Lars K. Hansen

https://doi.org/10.1109/mlsp.2007.4414296 Actions

Non-negative matrix factorization for parameter estimation in hidden Markov models

PROCEEDINGS ARTICLE published August 2010 in 2010 IEEE International Workshop on Machine Learning for Signal Processing

Authors: Balaji Lakshminarayanan | Raviv Raich

https://doi.org/10.1109/mlsp.2010.5589231 Actions

An enhanced initialization method for non-negative matrix factorization

PROCEEDINGS ARTICLE published September 2013 in 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

Authors: Liyun Gong | Asoke K. Nandi

https://doi.org/10.1109/mlsp.2013.6661949 Actions

Orthogonal Universal Kernel Non-Negative Matrix Factorization with Total Variation Regularization

PROCEEDINGS ARTICLE published 9 July 2023 in 2023 International Conference on Machine Learning and Cybernetics (ICMLC)

Authors: Rong Zhou | Wen-Sheng Chen | Binbin Pan

https://doi.org/10.1109/icmlc58545.2023.10327987 Actions

Local Coordinate Projective Non-negative Matrix Factorization

PROCEEDINGS ARTICLE published December 2015 in 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA)

Authors: Qing Liao | Xiang Zhang | Naiyang Guan | Qian Zhang

https://doi.org/10.1109/icmla.2015.47 Actions

Deep Grouped Non-Negative Matrix Factorization Method for Image Data Representation

PROCEEDINGS ARTICLE published 4 December 2021 in 2021 International Conference on Machine Learning and Cybernetics (ICMLC)

Authors: Zihao Zhan | Wen-Sheng Chen | Binbin Pan | Bo Chen

https://doi.org/10.1109/icmlc54886.2021.9737245 Actions

Discovering Heterogeneous Evolving Web Service Communities Using Semi-Supervised Non Negative Matrix Factorization

JOURNAL ARTICLE published 2013 in International Journal of Machine Learning and Computing

Authors: Pankaj Andhale | Manjeet Rege | Qi Yu

https://doi.org/10.7763/ijmlc.2013.v3.302 Actions
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