Robust Feature Selection Using Ensemble Feature Selection Techniques
暂无分享,去创建一个
[1] Josef Kittler,et al. Improving Stability of Feature Selection Methods , 2007, CAIP.
[2] Jason Weston,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2002, Machine Learning.
[3] Ludmila I. Kuncheva,et al. A stability index for feature selection , 2007, Artificial Intelligence and Applications.
[4] P. Cunningham,et al. Solutions to Instability Problems with Sequential Wrapper-based Approaches to Feature Selection , 2002 .
[5] E. Petricoin,et al. Use of proteomic patterns in serum to identify ovarian Cancer , 2002 .
[6] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[7] J. Mesirov,et al. Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. , 1999, Science.
[8] Leo Breiman,et al. Random Forests , 2001, Machine Learning.
[9] Leo Breiman,et al. Bagging Predictors , 1996, Machine Learning.
[10] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[11] U. Alon,et al. Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. , 1999, Proceedings of the National Academy of Sciences of the United States of America.
[12] Adrian E. Raftery,et al. Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors , 1999 .
[13] E. Petricoin,et al. Serum proteomic patterns for detection of prostate cancer. , 2002, Journal of the National Cancer Institute.
[14] Thomas G. Dietterich. Multiple Classifier Systems , 2000, Lecture Notes in Computer Science.
[15] Adrian E. Raftery,et al. Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data , 2005, Bioinform..
[16] Pedro Larrañaga,et al. A review of feature selection techniques in bioinformatics , 2007, Bioinform..
[17] Melanie Hilario,et al. Knowledge and Information Systems , 2007 .
[18] Igor Kononenko,et al. Estimating Attributes: Analysis and Extensions of RELIEF , 1994, ECML.
[19] William H. Press,et al. Numerical recipes in C , 2002 .
[20] Ash A. Alizadeh,et al. Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling , 2000, Nature.
[21] E. Petricoin,et al. Preinvasive and invasive ductal pancreatic cancer and its early detection in the mouse. , 2003, Cancer cell.