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Journal Article
Pattern Recognition, ISSN 0031-3203, 09/2015, Volume 48, Issue 9, pp. 2798 - 2811
Journal Article
Computers and Operations Research, ISSN 0305-0548, 2007, Volume 34, Issue 4, pp. 1177 - 1191
Journal Article
Nature, ISSN 0028-0836, 2014, Volume 506, Issue 7488, pp. 382 - 386
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2008, Volume 36, Issue 1, pp. 261 - 286
Journal Article
by Beres, E and Adve, R
IEEE Transactions on Wireless Communications, ISSN 1536-1276, 01/2008, Volume 7, Issue 1, pp. 118 - 127
Journal Article
Pattern Recognition, ISSN 0031-3203, 01/2015, Volume 48, Issue 1, pp. 10 - 19
Dimensionality reduction is an important and challenging task in machine learning and data mining. Feature selection and feature extraction are two commonly... 
Feature selection | Matrix factorization | Subspace distance | Unsupervised learning | Machine learning | Kernel method | SINGULAR-VALUE DECOMPOSITION | INPUT FEATURE-SELECTION | ALGORITHMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | CONSISTENCY | MUTUAL INFORMATION | EFFICIENT | Computer science | Algorithms | Data mining
Journal Article
Digital Signal Processing, ISSN 1051-2004, 12/2015, Volume 47, pp. 50 - 67
In this paper we review the concepts of Bayesian evidence and Bayes factors, also known as log odds ratios, and their application to model selection. The... 
Odds ratio | Model testing | Bayesian signal processing | Bayesian evidence | Nested sampling | MONTE-CARLO METHODS | DARK ENERGY | MCMC | CLASSIFICATION | NETWORKS | INFERENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | EFFICIENT | Thermodynamics | Models | Sensors | Analysis | Signal processing
Journal Article
IEEE Transactions on Image Processing, ISSN 1057-7149, 09/2017, Volume 26, Issue 9, pp. 4255 - 4268
Journal Article
Neurocomputing, ISSN 0925-2312, 11/2019, Volume 366, pp. 194 - 207
In these years, the task of fast unsupervised feature selection attracts much attentions with the increasing number of data collected from the physical world.... 
Discrete indicator matrix | Bipartite graph | Efficient unsupervised feature selection | Uncorrelated regression model | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Journal Article