Multiple Kernel Learning for Adaptive Graph Regularized Nonnegative Matrix Factorization

Signal Processing, Pattern Recognition and Applications / 779: Computer Graphics and Imaging ◽

10.2316/p.2012.778-049 ◽

2012 ◽

Author(s):

Jingyan Wang ◽

Mustafa A. Jabbar

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Multiple Kernel Learning ◽

Nonnegative Matrix ◽

Kernel Learning ◽

Multiple Kernel

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Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2014.2362116 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2739-2751 ◽

Author(s):

Yanfeng Gu ◽

Qingwang Wang ◽

Hong Wang ◽

Di You ◽

Ye Zhang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Hyperspectral Imagery ◽

Multiple Kernel Learning ◽

Nonnegative Matrix ◽

Low Rank ◽

Kernel Learning ◽

Multiple Kernel

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Research on Matrix Factorization Algorithm based on Multiple Kernel Learning in Collaborative Filtering

Proceedings of the 2018 International Conference on Transportation & Logistics, Information & Communication, Smart City (TLICSC 2018) ◽

10.2991/tlicsc-18.2018.5 ◽

2018 ◽

Author(s):

Zhaoyong Liu ◽

Yiting Zhang

Keyword(s):

Collaborative Filtering ◽

Matrix Factorization ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Factorization Algorithm ◽

Multiple Kernel

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Multiple kernel nonnegative matrix factorization

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2011.5946897 ◽

2011 ◽

Author(s):

Shounan An ◽

Jeong-Min Yun ◽

Seungjin Choi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Multiple Kernel

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Feature selection and multi-kernel learning for adaptive graph regularized nonnegative matrix factorization

Expert Systems with Applications ◽

10.1016/j.eswa.2014.09.008 ◽

2015 ◽

Vol 42 (3) ◽

pp. 1278-1286 ◽

Author(s):

Jim Jing-Yan Wang ◽

Jianhua Z. Huang ◽

Yijun Sun ◽

Xin Gao

Keyword(s):

Feature Selection ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Kernel Learning

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Nonnegative Matrix Factorization and Document Classification

10.15368/theses.2015.110 ◽

2015 ◽

Author(s):

Stephen Calabrese

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Document Classification

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Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287456 ◽

2021 ◽

Author(s):

Timothy Marrinan ◽

Nicolas Gillis

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Hyperspectral Unmixing

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Group Nonnegative Matrix Factorization with Sparse Regularization in Multi-set Data

2020 28th European Signal Processing Conference (EUSIPCO) ◽

10.23919/eusipco47968.2020.9287756 ◽

2021 ◽

Author(s):

Xiulin Wang ◽

Wenya Liu ◽

Fengyu Cong ◽

Tapani Ristaniemi

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Sparse Regularization

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A new method on class-of-interest oriented spectral unmixing based on nonnegative matrix factorization

Remote Sensing and Smart City ◽

10.2495/rssc140401 ◽

2014 ◽

Author(s):

L.G. Wang ◽

Z.J. Zhao ◽

S.Y. Hao

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Spectral Unmixing ◽

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Weighted Nonnegative Matrix Factorization for Image Inpainting and Clustering

International Journal of Computational Intelligence Systems ◽

10.2991/ijcis.d.200527.003 ◽

2020 ◽

Author(s):

Xiangguang Dai ◽

Nian Zhang ◽

Keke Zhang ◽

Jiang Xiong

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Image Inpainting

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Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization

10.21437/interspeech.2016-586 ◽

2016 ◽

Author(s):

Kwang Myung Jeon ◽

Hong Kook Kim

Keyword(s):

Speech Enhancement ◽

Dictionary Learning ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Online Dictionary Learning

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