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Volumn 3, Issue , 2009, Pages 665-669

A new implementation of recursive feature elimination algorithm for gene selection from microarray data

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; CANCER CLASSIFICATION; CANCER DATA; CLASSIFICATION PERFORMANCE; COMPUTATIONAL EXPERIMENT; CROSS VALIDATION; GENE SELECTION; GENE SELECTION ALGORITHMS; MICROARRAY DATA; NEW APPROACHES; OVERFITTING; RECURSIVE FEATURE ELIMINATION; STEP-BY-STEP;

EID: 70449111234     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSIE.2009.75     Document Type: Conference Paper
Times cited : (6)

References (18)
  • 1
    • 0033569406 scopus 로고    scopus 로고
    • Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    • Golub, T.R., Slonim, D.K., Tamayo, P., et al. "Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring", Science 286, 1999, pp. 531-537.
    • (1999) Science , vol.286 , pp. 531-537
    • Golub, T.R.1    Slonim, D.K.2    Tamayo, P.3
  • 2
    • 0034601455 scopus 로고    scopus 로고
    • Molecular classification of cutaneous malignant melanoma by gene expression profiling
    • Bittner, M., et al. "Molecular classification of cutaneous malignant melanoma by gene expression profiling", Nature 406, 2000, pp. 536-540.
    • (2000) Nature , vol.406 , pp. 536-540
    • Bittner, M.1
  • 3
    • 0033636139 scopus 로고    scopus 로고
    • Support vector machine classification and validation of cancer tissue samples using microarray expression data
    • Furey, T.S., et al. "Support vector machine classification and validation of cancer tissue samples using microarray expression data", Bioinformatics 16, 2000, 906-914.
    • (2000) Bioinformatics , vol.16 , pp. 906-914
    • Furey, T.S.1
  • 4
    • 0034598746 scopus 로고    scopus 로고
    • Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
    • Alizadeh, A.A., et al. Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling. Nature 2000, 2000, pp. 503-511.
    • (2000) Nature , vol.2000 , pp. 503-511
    • Alizadeh, A.A.1
  • 5
    • 0034050902 scopus 로고    scopus 로고
    • Systematic variation in gene expression patterns in human cancer cell lines
    • Ross, D.T., et al. "Systematic variation in gene expression patterns in human cancer cell lines", Nature Genetics 24, 2000, pp. 227-235.
    • (2000) Nature Genetics , vol.24 , pp. 227-235
    • Ross, D.T.1
  • 6
    • 0347201147 scopus 로고    scopus 로고
    • Ramaswamy, S., Tamayo, P., Rifkin, R., et al. Multiclass cancer diagnosis using tumor gene expression signatures, Proc. Natl. Acad. Sci. USA 98, 2001, pp. 15149-15154.
    • "Ramaswamy, S., Tamayo, P., Rifkin, R., et al. Multiclass cancer diagnosis using tumor gene expression signatures", Proc. Natl. Acad. Sci. USA 98, 2001, pp. 15149-15154.
  • 7
    • 20444460289 scopus 로고    scopus 로고
    • MicroRNA expression profiles classify human cancers
    • Lu, J., Getz, G., Miska, E.A., et al. "MicroRNA expression profiles classify human cancers", Nature 435, 2005, pp. 834-838.
    • (2005) Nature , vol.435 , pp. 834-838
    • Lu, J.1    Getz, G.2    Miska, E.A.3
  • 8
    • 0035887459 scopus 로고    scopus 로고
    • Molecular classification of human carcinomas by use of gene expression signatures
    • Su, A.I., et al. "Molecular classification of human carcinomas by use of gene expression signatures", Cancer Research 61, 2001, pp. 7388-7393.
    • (2001) Cancer Research , vol.61 , pp. 7388-7393
    • Su, A.I.1
  • 9
    • 0037165140 scopus 로고    scopus 로고
    • Prediction of central nervous system embryonal tumour outcome based on gene expression
    • Pomeroy, S.L., et al. "Prediction of central nervous system embryonal tumour outcome based on gene expression", Nature 415, 2002, pp. 436-442.
    • (2002) Nature , vol.415 , pp. 436-442
    • Pomeroy, S.L.1
  • 10
    • 0344872506 scopus 로고    scopus 로고
    • Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines
    • Peng, S.H., Xu, Q.H., Ling, X.B., et al. "Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines", FEBS Letters 555, 2003, pp. 358-362.
    • (2003) FEBS Letters , vol.555 , pp. 358-362
    • Peng, S.H.1    Xu, Q.H.2    Ling, X.B.3
  • 11
    • 7244248755 scopus 로고    scopus 로고
    • A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression
    • Li, T., et al. "A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression", Bioinformatics 20, 2004, pp. 2429-2437.
    • (2004) Bioinformatics , vol.20 , pp. 2429-2437
    • Li, T.1
  • 12
    • 33847753037 scopus 로고    scopus 로고
    • Multiclass cancer classification using semisupervised ellipsoid ARTMAP and particle swarm optimization with gene expression data
    • Xu, R., et al. "Multiclass cancer classification using semisupervised ellipsoid ARTMAP and particle swarm optimization with gene expression data", IEEE-ACM Transaction on Computational Biology and Bioinformatics 4, 2007, pp. 65-77.
    • (2007) IEEE-ACM Transaction on Computational Biology and Bioinformatics , vol.4 , pp. 65-77
    • Xu, R.1
  • 13
    • 34547124562 scopus 로고    scopus 로고
    • Selecting dissimilar genes for multiclass classification, an application in cancer subtyping
    • Art. No.206
    • Cai, Z.P., et al. "Selecting dissimilar genes for multiclass classification, an application in cancer subtyping", BMC Bioinformatics 8, 2007, Art. No.206.
    • (2007) BMC Bioinformatics , vol.8
    • Cai, Z.P.1
  • 14
    • 34249855141 scopus 로고    scopus 로고
    • MSVM-RFE: Extensions of SVM-RFE for multiclass gene selection on DNA microarray data
    • Zhou, X. and Tuck, D.P. "MSVM-RFE: extensions of SVM-RFE for multiclass gene selection on DNA microarray data", Bioinformatics 23, 2007, pp. 1106-1114.
    • (2007) Bioinformatics , vol.23 , pp. 1106-1114
    • Zhou, X.1    Tuck, D.P.2
  • 15
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon, I., et al. "Gene selection for cancer classification using support vector machines", Machine Learning 46, 2002, pp. 389-422.
    • (2002) Machine Learning , vol.46 , pp. 389-422
    • Guyon, I.1
  • 17
    • 0031381525 scopus 로고    scopus 로고
    • Wrapper for feature subset selection
    • R. Kohavi and G. H. John. "Wrapper for feature subset selection", Artificial Intelligence 97, 1997, pp.273-324.
    • (1997) Artificial Intelligence , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.H.2
  • 18
    • 84890445089 scopus 로고    scopus 로고
    • Overfitting in making comparisons between variable selection methods
    • Reunanen, J. "Overfitting in making comparisons between variable selection methods", Journal of Machine Learning Research 3, 2003, pp. 371-1382.
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 371-1382
    • Reunanen, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.