Cancer Class Discovery Using Non-negative Matrix Factorization Based on Alternating Non-negativity-Constrained Least Squares

Bioinformatics Research and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72031-7_43 ◽

2007 ◽

pp. 477-487 ◽

Author(s):

Hyunsoo Kim ◽

Haesun Park

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Constrained Least Squares ◽

Class Discovery ◽

Non Negative Matrix Factorization

Download Full-text

Research on the Fast Algorithm for Hierarchic Least Squares of Non-Negative Matrix Factorization

Journal of Convergence Information Technology ◽

10.4156/jcit.vol7.issue11.45 ◽

2012 ◽

Vol 7 (11) ◽

pp. 359-368

Author(s):

Huang Xin

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Fast Algorithm ◽

Non Negative Matrix Factorization

Download Full-text

Nonnegative Matrix Factorization Based on Alternating Nonnegativity Constrained Least Squares and Active Set Method

SIAM Journal on Matrix Analysis and Applications ◽

10.1137/07069239x ◽

2008 ◽

Vol 30 (2) ◽

pp. 713-730 ◽

Author(s):

Hyunsoo Kim ◽

Haesun Park

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Nonnegative Matrix ◽

Constrained Least Squares ◽

Active Set Method

Download Full-text

Molecular Cancer Class Discovery Using Non-negative Matrix Factorization with Sparseness Constraint

Lecture Notes in Computer Science - Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues ◽

10.1007/978-3-540-74171-8_79 ◽

2007 ◽

pp. 792-802 ◽

Author(s):

Xiangzhen Kong ◽

Chunhou Zheng ◽

Yuqiang Wu ◽

Li Shang

Keyword(s):

Matrix Factorization ◽

Class Discovery ◽

Non Negative Matrix Factorization

Download Full-text

A unified framework for sparse non-negative least squares using multiplicative updates and the non-negative matrix factorization problem

Signal Processing ◽

10.1016/j.sigpro.2018.01.001 ◽

2018 ◽

Vol 146 ◽

pp. 79-91 ◽

Author(s):

Igor Fedorov ◽

Alican Nalci ◽

Ritwik Giri ◽

Bhaskar D. Rao ◽

Truong Q. Nguyen ◽

...

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Unified Framework ◽

Factorization Problem ◽

Multiplicative Updates ◽

Non Negative Matrix Factorization

Download Full-text

Improving molecular cancer class discovery through sparse non-negative matrix factorization

Bioinformatics ◽

10.1093/bioinformatics/bti653 ◽

2005 ◽

Vol 21 (21) ◽

pp. 3970-3975 ◽

Author(s):

Y. Gao ◽

G. Church

Keyword(s):

Matrix Factorization ◽

Class Discovery ◽

Non Negative Matrix Factorization

Download Full-text

Solving non-negative matrix factorization by alternating least squares with a modified strategy

Data Mining and Knowledge Discovery ◽

10.1007/s10618-012-0265-y ◽

2012 ◽

Vol 26 (3) ◽

pp. 435-451 ◽

Author(s):

Hongwei Liu ◽

Xiangli Li ◽

Xiuyun Zheng

Keyword(s):

Least Squares ◽

Matrix Factorization ◽

Alternating Least Squares ◽

Non Negative Matrix Factorization

Download Full-text

Clustering Algorithm for Unsupervised Monaural Musical Sound Separation Based on Non-negative Matrix Factorization

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e95.a.818 ◽

2012 ◽

Vol E95-A (4) ◽

pp. 818-823 ◽

Author(s):

Sang Ha PARK ◽

Seokjin LEE ◽

Koeng-Mo SUNG

Keyword(s):

Matrix Factorization ◽

Clustering Algorithm ◽

Musical Sound ◽

Sound Separation ◽

Non Negative Matrix Factorization

Download Full-text

Faculty Opinions recommendation of Categorical dimensions of human odor descriptor space revealed by non-negative matrix factorization.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.718116445.793486463 ◽

2013 ◽

Author(s):

Ramón Serrano

Keyword(s):

Matrix Factorization ◽

Descriptor Space ◽

Non Negative Matrix Factorization

Download Full-text

Adaptive background modeling via incremental non-negative matrix factorization

JOURNAL OF SHENZHEN UNIVERSITY SCIENCE AND ENGINEERING ◽

10.3724/sp.j.1249.2016.05511 ◽

2016 ◽

Vol 33 (5) ◽

pp. 511

Author(s):

Huaiqin Dong ◽

Binbin Pan ◽

Wensheng Chen ◽

Chen Xu

Keyword(s):

Matrix Factorization ◽

Background Modeling ◽

Non Negative Matrix Factorization

Download Full-text

Analysis of a Linearly Constrained Least Squares Algorithm for Adaptive Beamforming

10.21236/ada255017 ◽

1992 ◽

Author(s):

Franklin T. Luk ◽

Sanzheng Qiao

Keyword(s):

Least Squares ◽

Adaptive Beamforming ◽

Constrained Least Squares ◽

Linearly Constrained ◽

Least Squares Algorithm

Download Full-text