A Hybrid Feature Selection Approach for Microarray Gene Expression Data

[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.