A Hybrid Feature Selection Approach for Microarray Gene Expression Data
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[1] Ying Liu,et al. A Comparative Study on Feature Selection Methods for Drug Discovery , 2004, J. Chem. Inf. Model..
[2] Jason Weston,et al. Gene Selection for Cancer Classification using Support Vector Machines , 2002, Machine Learning.
[3] Christopher J. C. Burges,et al. A Tutorial on Support Vector Machines for Pattern Recognition , 1998, Data Mining and Knowledge Discovery.
[4] Bernhard Schölkopf,et al. Support Vector Machine Applications in Computational Biology , 2004 .
[5] Bernhard Schölkopf,et al. Kernel Methods in Computational Biology , 2005 .
[6] Ron Shamir,et al. Artificial Intelligence and Heuristic Methods in Bioinformatics , 2003 .
[7] Isabelle Guyon,et al. Statistical Learning and Kernel Methods in Bioinformatics , 2003 .
[8] E. Lander,et al. Gene expression correlates of clinical prostate cancer behavior. , 2002, Cancer cell.
[9] Huiqing Liu,et al. A comparative study on feature selection and classification methods using gene expression profiles and proteomic patterns. , 2002, Genome informatics. International Conference on Genome Informatics.
[10] Bernhard Schölkopf,et al. Statistical Learning and Kernel Methods , 2001, Data Fusion and Perception.
[11] Sayan Mukherjee,et al. Feature Selection for SVMs , 2000, NIPS.
[12] J. Mesirov,et al. Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. , 1999, Science.
[13] 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.
[14] Huan Liu,et al. Handling Large Unsupervised Data via Dimensionality Reduction , 1999, 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.
[15] U. M. Feyyad. Data mining and knowledge discovery: making sense out of data , 1996 .
[16] Huan Liu,et al. Chi2: feature selection and discretization of numeric attributes , 1995, Proceedings of 7th IEEE International Conference on Tools with Artificial Intelligence.