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Volumn 4774 LNBI, Issue , 2007, Pages 242-252

SVM-RFE with relevancy and redundancy criteria for gene selection

Author keywords

Cancer classification; Gene selection; Maximum relevancy; Minimum redundancy; Mutual information; SVM RFE

Indexed keywords

ALGORITHMS; GENE EXPRESSION; RECURSIVE FUNCTIONS; SUPPORT VECTOR MACHINES;

EID: 38349044389     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75286-8_24     Document Type: Conference Paper
Times cited : (26)

References (18)
  • 1
    • 0031334221 scopus 로고    scopus 로고
    • Selection of relevant features and examples in machine learning
    • Blum, A., Langley, A.: Selection of relevant features and examples in machine learning. Artif. Intell. 97, 245-271 (1997)
    • (1997) Artif. Intell , vol.97 , pp. 245-271
    • Blum, A.1    Langley, A.2
  • 2
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • Kohavi, R., John, G.: Wrappers for feature subset selection. Artif. Intell. 97, 273-324 (1997)
    • (1997) Artif. Intell , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.2
  • 3
    • 3042532685 scopus 로고    scopus 로고
    • Inza, I., Larranaga, P., Blanco, R., Cerrolaza, A.: Filter versus wrapper gene selection approaches in DNA microarray domains. Arti. Intelli. Medicine 31, 91-103 (2004)
    • Inza, I., Larranaga, P., Blanco, R., Cerrolaza, A.: Filter versus wrapper gene selection approaches in DNA microarray domains. Arti. Intelli. Medicine 31, 91-103 (2004)
  • 5
    • 33748416594 scopus 로고    scopus 로고
    • Incremental wrapper-based gene selection from microarraydata for cancer classification
    • Ruiz, R., Riquelme, J., Aguilar-Ruiz, J.: Incremental wrapper-based gene selection from microarraydata for cancer classification. Patter. Recog. 39, 2383-2392 (2006)
    • (2006) Patter. Recog , vol.39 , pp. 2383-2392
    • Ruiz, R.1    Riquelme, J.2    Aguilar-Ruiz, J.3
  • 6
    • 34250676530 scopus 로고    scopus 로고
    • Recursive Cluster Elimination (RCE) for Classification and Feature Selection from Gene Expression Data
    • Yousef, M., Jung, S., Showe, L., Showe, M.: Recursive Cluster Elimination (RCE) for Classification and Feature Selection from Gene Expression Data. BMC Bioinfo. 8, 144 (2007)
    • (2007) BMC Bioinfo , vol.8 , pp. 144
    • Yousef, M.1    Jung, S.2    Showe, L.3    Showe, M.4
  • 7
    • 26644466101 scopus 로고    scopus 로고
    • Kai-Bo, D., Rajapakse, J.C., Wang, H., Azuaje, F.: Multiple SVM-RFE for Gene Selection in Cancer Classification With Expression Data. IEEE Trans. Nanobio. 4, 228-234 (2005)
    • Kai-Bo, D., Rajapakse, J.C., Wang, H., Azuaje, F.: Multiple SVM-RFE for Gene Selection in Cancer Classification With Expression Data. IEEE Trans. Nanobio. 4, 228-234 (2005)
  • 8
    • 26444489630 scopus 로고    scopus 로고
    • Proteomic Cancer Classification with Mass Spectrometry Data
    • Rajapakse, J.C., Kai-Bo, D., Yeo, W.K.: Proteomic Cancer Classification with Mass Spectrometry Data. Am. J. Pharmacogenomics 5, 281-292 (2005)
    • (2005) Am. J. Pharmacogenomics , vol.5 , pp. 281-292
    • Rajapakse, J.C.1    Kai-Bo, D.2    Yeo, W.K.3
  • 9
    • 30644464444 scopus 로고    scopus 로고
    • Gene Selection and classification of microarray data using random forest
    • Diaz-Uriarte, R., Andres, S.: Gene Selection and classification of microarray data using random forest. BMC Bioinfo. 7, 3 (2006)
    • (2006) BMC Bioinfo , vol.7 , pp. 3
    • Diaz-Uriarte, R.1    Andres, S.2
  • 10
    • 0036161259 scopus 로고    scopus 로고
    • Gene Selection for Cancer Classification using Support Vector Machines
    • Guyon, I., Weston, J., Barhill, S., Vapnik, V.: Gene Selection for Cancer Classification using Support Vector Machines. Machine Learning 46, 389-422 (2002)
    • (2002) Machine Learning , vol.46 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barhill, S.3    Vapnik, V.4
  • 11
    • 17644384367 scopus 로고    scopus 로고
    • Minimum Redundancy Feature Selection from Microarray Gene Expression Data
    • Ding, C., Peng, H.: Minimum Redundancy Feature Selection from Microarray Gene Expression Data. J. Bioinfo. Compu. Bio. 3, 185-205 (2005)
    • (2005) J. Bioinfo. Compu. Bio , vol.3 , pp. 185-205
    • Ding, C.1    Peng, H.2
  • 12
    • 84960463485 scopus 로고    scopus 로고
    • Minimum Redundancy Feature Selection from Microarray Gene Expression Data
    • IEEE Computer Society Press, Los Alamitos
    • Ding, C., Peng, H.: Minimum Redundancy Feature Selection from Microarray Gene Expression Data. In: Proceed. Second IEEE Comp. System. Bioinfo. Conferen., pp. 523-529. IEEE Computer Society Press, Los Alamitos (2003)
    • (2003) Proceed. Second IEEE Comp. System. Bioinfo. Conferen , pp. 523-529
    • Ding, C.1    Peng, H.2
  • 13
    • 24344458137 scopus 로고    scopus 로고
    • Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy
    • Peng, H., Long, F., Ding, C.: Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy. IEEE Trans. Patt. Anal. Machi. Intell. 27, 1226-1237 (2005)
    • (2005) IEEE Trans. Patt. Anal. Machi. Intell , vol.27 , pp. 1226-1237
    • Peng, H.1    Long, F.2    Ding, C.3
  • 14
    • 33748745863 scopus 로고    scopus 로고
    • Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data
    • Ooi, C., Chetty, M., Teng, S.: Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass gene expression data. BMC Bioinfo. 7, 320-339 (2006)
    • (2006) BMC Bioinfo , vol.7 , pp. 320-339
    • Ooi, C.1    Chetty, M.2    Teng, S.3
  • 17
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • Alon, U., Barkai, N., Notterman, D., Gish, K., Ybarra, S., Mack, D., Levine, A.: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. PNAS 96, 6745-6750 (1999)
    • (1999) PNAS , vol.96 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2    Notterman, D.3    Gish, K.4    Ybarra, S.5    Mack, D.6    Levine, A.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.