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Volumn 2006, Issue , 2006, Pages 4322-4327

Generalized discriminant analysis for tumor classification with gene expression data

Author keywords

Classification; Linear discriminant analysis; Microarray data analysis; RBF kernel; Small sample size problem

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA ACQUISITION; DNA; GENE EXPRESSION; PRINCIPAL COMPONENT ANALYSIS; TUMORS;

EID: 33947234670     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2006.259021     Document Type: Conference Paper
Times cited : (12)

References (16)
  • 1
    • 12344294601 scopus 로고    scopus 로고
    • BagBoosting for tumor classification with gene expression data
    • M. Dettling, "BagBoosting for tumor classification with gene expression data", Bioinformatics, 20(18) (2004) 3583-3593.
    • (2004) Bioinformatics , vol.20 , Issue.18 , pp. 3583-3593
    • Dettling, M.1
  • 2
    • 14744274588 scopus 로고    scopus 로고
    • Using uncorrelated discriminant analysis for tissue classification with gene expression data
    • J. Ye, T. Li, T. Xiong and R. Janardan, "Using uncorrelated discriminant analysis for tissue classification with gene expression data", IEEE/ACM Trans, on Computational Biology and Bioinformatics Vol. 1, No.4, pp. 181-190, 2004.
    • (2004) IEEE/ACM Trans, on Computational Biology and Bioinformatics , vol.1 , Issue.4 , pp. 181-190
    • Ye, J.1    Li, T.2    Xiong, T.3    Janardan, R.4
  • 4
    • 33947194505 scopus 로고    scopus 로고
    • Computational Intelligence in Bioinformatics and Computational Biology, pp. 1-7, Nov. 2005
    • Computational Intelligence in Bioinformatics and Computational Biology, pp. 1-7, Nov. 2005
  • 5
  • 6
    • 0001765951 scopus 로고    scopus 로고
    • A direct LDA algorithm for high-dimensional data with application to face recognition
    • H. Yu and J. Yang, "A direct LDA algorithm for high-dimensional data with application to face recognition", Pattern Recognition, 34(10) (2001) 2067-2070.
    • (2001) Pattern Recognition , vol.34 , Issue.10 , pp. 2067-2070
    • Yu, H.1    Yang, J.2
  • 7
    • 0036489046 scopus 로고    scopus 로고
    • Comparison of discrimination methods for the classification of tumors using gene expression data
    • S. Dudoit, J. Fridlyand, and T. Speed, "Comparison of discrimination methods for the classification of tumors using gene expression data", Journal of the American Statistical Association, 97, (2002) 77-87.
    • (2002) Journal of the American Statistical Association , vol.97 , pp. 77-87
    • Dudoit, S.1    Fridlyand, J.2    Speed, T.3
  • 9
    • 0037165140 scopus 로고    scopus 로고
    • Prediction of central nervous system embryonal tumor outcome based on gene expression
    • S. Pomeroy, P. Tamayo, et al, "Prediction of central nervous system embryonal tumor outcome based on gene expression", Nature, 415, (2002) 436-442.
    • (2002) Nature , vol.415 , pp. 436-442
    • Pomeroy, S.1    Tamayo, P.2
  • 10
    • 19044399684 scopus 로고    scopus 로고
    • Classification, subtype discovery, and prediction of outcome in pediatric lymphoblastic leukemia by gene expression profiling
    • E.-J. Yeoh, M.E. Ross, et al, "Classification, subtype discovery, and prediction of outcome in pediatric lymphoblastic leukemia by gene expression profiling", Cancer Cell, Vol. 1,pp. 133-143, 2002.
    • (2002) Cancer Cell , vol.1 , pp. 133-143
    • Yeoh, E.-J.1    Ross, M.E.2
  • 11
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • Academy of Science, 96, pp
    • U. Alon, N. Barkai, et al, "Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays", Proc. Nat'1 Academy of Science, Vol. 96, pp. 6745-6750, 1999.
    • (1999) Proc. Nat , vol.1 , pp. 6745-6750
    • Alon, U.1    Barkai, N.2
  • 12
    • 19044391072 scopus 로고    scopus 로고
    • Gene expression correlates of clinical prostate cancer behavior
    • D. Singh, et al, "Gene expression correlates of clinical prostate cancer behavior", Cancer Cell, Vol. 1, No. 2, pp. 203-209, 2002.
    • (2002) Cancer Cell , vol.1 , Issue.2 , pp. 203-209
    • Singh, D.1
  • 13
    • 0034954414 scopus 로고    scopus 로고
    • Classification and diagnostic prediction of cancers using expression profiling and artificial neural networks
    • J. Khan, J. Wei, et al, "Classification and diagnostic prediction of cancers using expression profiling and artificial neural networks", Nature Medicine, Vol. 7, pp. 673-679, 2001.
    • (2001) Nature Medicine , vol.7 , pp. 673-679
    • Khan, J.1    Wei, J.2
  • 14
    • 0034598746 scopus 로고    scopus 로고
    • Distinct types of diffuse large b-cell lymphoma identified by gene expression profiling
    • A. A. Alizadeh, M. B. Eisen, et al, "Distinct types of diffuse large b-cell lymphoma identified by gene expression profiling", Nature, Vol. 403, pp. 503-511, 2000.
    • (2000) Nature , vol.403 , pp. 503-511
    • Alizadeh, A.A.1    Eisen, M.B.2
  • 15
    • 0035525289 scopus 로고    scopus 로고
    • Microarray and histopathological analysis of tumours: The future and the past?
    • S. R. Lakhani, A. Ashworth, "Microarray and histopathological analysis of tumours: the future and the past? ", Nat. Rev. Cancer 1, pp. 151-157, 2001.
    • (2001) Nat. Rev. Cancer , vol.1 , pp. 151-157
    • Lakhani, S.R.1    Ashworth, A.2
  • 16
    • 24044501907 scopus 로고    scopus 로고
    • Inverse Fisher discriminate criteria for small sample size problem and its application to face recognition
    • X. S. Zhuang and D. Q. Dai, "Inverse Fisher discriminate criteria for small sample size problem and its application to face recognition", Pattern Recognition, Vol. 38, No. 11(2005), 2192-2194.
    • (2005) Pattern Recognition , vol.38 , Issue.11 , pp. 2192-2194
    • Zhuang, X.S.1    Dai, D.Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.