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Eurasip Journal on Bioinformatics and Systems Biology

Volumn 2007, Issue , 2007, Pages

Quantification of the impact of feature selection on the variance of cross-validation error estimation

(3) Xiao, Yufei a Hua, Jianping b Dougherty, Edward R a,b

a Texas AandM University (United States)

b TRANSLATIONAL GENOMICS RESEARCH INSTITUTE (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 34247224322 PISSN: 16874145 EISSN: 16874153 Source Type: Journal
DOI: 10.1155/2007/16354 Document Type: Article

Times cited : (20)

References (13)

1
- 0004019773
- Springer New York, NY, USA
- L. Devroye L. Gyorfi G. Lugosi A Probabilistic Theory of Pattern Recognition. Springer New York, NY, USA 1996
- (1996) A Probabilistic Theory of Pattern Recognition
- Devroye, L.¹ Gyorfi, L.² Lugosi, G.³

2
- 1342330535
- Is cross-validation valid for small-sample microarray classification?
- edward@ee.tamu.edu
- U. Braga-Neto E. R. Dougherty edward@ee.tamu.edu Is cross-validation valid for small-sample microarray classification? Bioinformatics 20 3 2004 374 380
- (2004) Bioinformatics , vol.20 , Issue.3 , pp. 374-380
- Braga-Neto, U.¹ Dougherty, E.R.²

3
- 2142758118
- Bolstered error estimation
- ubraga@mdanderson.org e-dougherty@tamu.edu
- U. Braga-Neto ubraga@mdanderson.org E. R. Dougherty e-dougherty@tamu.edu Bolstered error estimation. Pattern Recognition 37 6 2004 1267 1281
- (2004) Pattern Recognition , vol.37 , Issue.6 , pp. 1267-1281
- Braga-Neto, U.¹ Dougherty, E.R.²

4
- 16344388210
- Superior feature-set ranking for small samples using bolstered error estimation
- edward@ee.tamu.edu
- C. Sima U. Braga-Neto E. R. Dougherty edward@ee.tamu.edu Superior feature-set ranking for small samples using bolstered error estimation. Bioinformatics 21 7 2005 1046 1054
- (2005) Bioinformatics , vol.21 , Issue.7 , pp. 1046-1054
- Sima, C.¹ Braga-Neto, U.² Dougherty, E.R.³

5
- 25144463615
- Impact of error estimation on feature selection
- edward@ee.tamu.edu
- C. Sima S. Attoor U. Brag-Neto J. Lowey E. Suh E. R. Dougherty edward@ee.tamu.edu Impact of error estimation on feature selection. Pattern Recognition 38 12 2005 2472 2482
- (2005) Pattern Recognition , vol.38 , Issue.12 , pp. 2472-2482
- Sima, C.¹ Attoor, S.² Brag-Neto, U.³ Lowey, J.⁴ Suh, E.⁵ Dougherty, E.R.⁶

6
- 25144494760
- Prediction error estimation: A comparison of resampling methods
- annette.molinaro@yale.edu
- A. M. Molinaro annette.molinaro@yale.edu R. Simon R. M. Pfeiffer Prediction error estimation: a comparison of resampling methods. Bioinformatics 21 15 2005 3301 3307
- (2005) Bioinformatics , vol.21 , Issue.15 , pp. 3301-3307
- Molinaro, A.M.¹ Simon, R.² Pfeiffer, R.M.³

7
- 0028547556
- Floating search methods in feature selection
- P. Pudil J. Novovicova J. Kittler Floating search methods in feature selection. Pattern Recognition Letters 15 11 1994 1119 1125
- (1994) Pattern Recognition Letters , vol.15 , Issue.11 , pp. 1119-1125
- Pudil, P.¹ Novovicova, J.² Kittler, J.³

8
- 48649092731
- Feature selection increases cross-validation imprecision
- College Station, Tex, USA
- Y. Xiao J. Hua E. R. Dougherty Feature selection increases cross-validation imprecision. Proceedings of the 4th IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS '06) College Station, Tex, USA 2006
- (2006) Proceedings of the 4th IEEE International Workshop on Genomic Signal Processing and Statistics (GENSIPS '06)
- Xiao, Y.¹ Hua, J.² Dougherty, E.R.³

9
- 18244409687
- Gene expression profiling predicts clinical outcome of breast cancer
- L. J. van't Veer H. Dai M. J. van de Vijver Gene expression profiling predicts clinical outcome of breast cancer. Nature 415 6871 2002 530 536
- (2002) Nature , vol.415 , Issue.6871 , pp. 530-536
- Van'T Veer, L.J.¹ Dai, H.² Van De Vijver, M.J.³

10
- 0037137519
- A gene-expression signature as a predictor of survival in breast cancer
- M. J. van de Vijver Y. D. He L. J. van't Veer A gene-expression signature as a predictor of survival in breast cancer. New England Journal of Medicine 347 25 2002 1999 2009
- (2002) New England Journal of Medicine , vol.347 , Issue.25 , pp. 1999-2009
- Van De Vijver, M.J.¹ He, Y.D.² Van'T Veer, L.J.³

11
- 33645314062
- Genetic test bed for feature selection
- edward@ece.tamu.edu
- A. Choudhary M. Brun J. Hua J. Lowey E. Suh E. R. Dougherty edward@ece.tamu.edu Genetic test bed for feature selection. Bioinformatics 22 7 2006 837 842
- (2006) Bioinformatics , vol.22 , Issue.7 , pp. 837-842
- Choudhary, A.¹ Brun, M.² Hua, J.³ Lowey, J.⁴ Suh, E.⁵ Dougherty, E.R.⁶

12
- 0031078007
- Feature selection: Evaluation, application, and small sample performance
- A. Jain D. Zongker Feature selection: evaluation, application, and small sample performance. IEEE Transactions on Pattern Analysis and Machine Intelligence 19 2 1997 153 158
- (1997) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.19 , Issue.2 , pp. 153-158
- Jain, A.¹ Zongker, D.²

13
- 0033640901
- Comparison of algorithms that select features for pattern classifiers
- mine@main.eng.hokudai.ac.jp
- M. Kudo mine@main.eng.hokudai.ac.jp J. Sklansky Comparison of algorithms that select features for pattern classifiers. Pattern Recognition 33 1 2000 25 41
- (2000) Pattern Recognition , vol.33 , Issue.1 , pp. 25-41
- Kudo, M.¹ Sklansky, J.²

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.