Gene Selection for Multiclass Prediction by Weighted Fisher Criterion

Jianhua Xuan1, Yue Wang1, Yibin Dong1, Yuanjian Feng1, Bin Wang2, Javed Khan1,3, Maria Bakay4, Zuyi Wang4,1, Lauren M. Pachman5, Sara T. Winokur6, Yiwen Chen4, Robert Clarke7, Eric P. Hoffman4
1Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Arlington, VA 22203, USA
2Department of Electrical and Computer Engineering, Virginia Polytechnic Institute and State University, Arlington, VA
3Department of Pediatric Oncology, National Cancer Institute, Gaithersburg, MD 20877, USA
4Research Center for Genetic Medicine, Children's National Medical Center, Washington DC, 20010 USA
5Disease Pathogenesis Program, Children's Memorial Research Center, Chicago, IL 60614, USA
6Department of Biological Chemistry, University of California, Irvine, CA 92697, USA
7Lombardi Cancer Center, Georgetown University, Washington, DC 20007, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

10.1038/35020115

10.1126/science.286.5439.531

10.1038/nm0102-68

2000, Nature Reviews Genetics, 1, 48, 10.1038/35049567

10.1109/34.824819

10.1109/34.574797

10.1109/34.75512

1990, Introduction to Statistical Pattern Recognition, 2nd

1982, Pattern Recognition: A Statistical Approach

1994, Pattern Recognition Letters, 15, 1119, 10.1016/0167-8655(94)90127-9

10.1198/016214502753479248

10.1038/89044

10.1093/bioinformatics/bth267

10.1073/pnas.082099299

2001, Genome Research, 11, 1878, 10.1101/gr.190001

1999, Approximate Pairwise Accuracy Criteria for Multiclass Linear Dimension Reduction: Generalisations of the Fisher Criterion

10.1109/34.935849

1963, Nature, 200, 716

1986, Numerical Recipes: The Art of Scientific Computing

1977, IEEE Transactions on Computers, 26, 917, 10.1109/TC.1977.1674939

1963, IEEE Transactions on Information Theory, 9, 11, 10.1109/TIT.1963.1057810

1971, IEEE Transactions on Computers, 20, 1100, 10.1109/T-C.1971.223410

1999, Neural Networks: A Comprehensive Foundation, 2nd

2003, Bioinformatics, 19, 1132, 10.1093/bioinformatics/btg102

10.1073/pnas.211566398

10.1186/1471-2105-3-4

10.1093/brain/aw1023

2003, Comptes Rendus - Biologies, 326, 1049, 10.1016/j.crvi.2003.09.035

2004, Developmental Dynamics, 229, 380, 10.1002/dvdy.10457

2003, Human Molecular Genetics, 12, 2895, 10.1093/hmg/ddg327

10.1016/S0960-8966(02)00093-7

10.1083/jcb.151.6.1321

1987, Cell, 51, 919, 10.1016/0092-8674(87)90579-4

1987, Cell, 50, 509, 10.1016/0092-8674(87)90504-6

10.1074/jbc.M202668200

2002, Bioinformatics, 18, suppl 1, s128

2005, Statistical Applications in Genetics and Molecular Biology, 4

2005, Breast Cancer Research, 7, e5, 10.1186/bcr1295

10.1186/1471-2164-7-278

10.1016/S0893-6080(97)00135-4

10.1016/S0893-6080(97)00136-6

1998, Pattern Recognition Letters, 19, 385, 10.1016/S0167-8655(98)00016-6

1998, Statistical Learning Theory

1984, Subspace Methods of Pattern Recognition