메뉴 건너뛰기




Volumn 3916 LNBI, Issue , 2006, Pages 106-115

Machine learning techniques and chi-square feature selection for cancer classification using SAGE gene expression profiles

Author keywords

[No Author keywords available]

Indexed keywords

CHI-SQUARE; MICROARRAY; NEAREST NEIGHBOR; SERIAL ANALYSIS OF GENE EXPRESSION (SAGE);

EID: 33745771538     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11691730_11     Document Type: Conference Paper
Times cited : (202)

References (22)
  • 1
  • 4
    • 0041672357 scopus 로고    scopus 로고
    • Identifying tumor origin using a gene expression-based classification map
    • Buckhaults P., et al.: Identifying Tumor Origin Using a Gene Expression-based Classification Map. Cancer Res, (63):4144-4149 (2003)
    • (2003) Cancer Res , Issue.63 , pp. 4144-4149
    • Buckhaults, P.1
  • 5
    • 0141814643 scopus 로고    scopus 로고
    • A neural survival factor is a candidate oncogene in breast cancer
    • Porter D., et al.: A Neural Survival Factor is a Candidate Oncogene in Breast Cancer. Proc Natl Acad Sci USA (100):10931-10936 (2003)
    • (2003) Proc Natl Acad Sci USA , Issue.100 , pp. 10931-10936
    • Porter, D.1
  • 6
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • I. Guyon, J. Weston, S. Barnhill, V. Vapnik: Gene Selection for Cancer Classification Using Support Vector Machines. Machine Learning, 46(1/3):389-422 (2002)
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 389-422
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 7
    • 14744271657 scopus 로고    scopus 로고
    • A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis
    • September 16
    • Alexander Statnikov, et al.: A Comprehensive Evaluation of Multicategory Classification Methods for Microarray Gene Expression Cancer Diagnosis. Bioinformatics Advance Access, September 16 (2004)
    • (2004) Bioinformatics Advance Access
    • Statnikov, A.1
  • 8
    • 0033569406 scopus 로고    scopus 로고
    • Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
    • October 15
    • Golub T., et al.: Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring. Science, Vol. 286, October 15 (1999)
    • (1999) Science , vol.286
    • Golub, T.1
  • 9
    • 34249753618 scopus 로고
    • Support-vector networks
    • Corinna Cortes and Vladimir Vapnik: Support-vector Networks. Machine Learning, 20(3):273-297 (1995)
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 12
    • 84858909130 scopus 로고    scopus 로고
    • SAGEMap: http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GPL4 (2005)
    • (2005) SAGEMap
  • 14
    • 14744271657 scopus 로고    scopus 로고
    • A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis
    • A. Statnikov, C. F. Aliferis, I. Tsamardinos, D. P. Hardin, S. Levy: A Comprehensive Evaluation of Multicategory Classification Methods for Microarray Gene Expression Cancer Diagnosis. Bioinformatics (2004)
    • (2004) Bioinformatics
    • Statnikov, A.1    Aliferis, C.F.2    Tsamardinos, I.3    Hardin, D.P.4    Levy, S.5
  • 17
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Leo Breiman: Bagging Predictors. Machine Learning, 24(2): 123-140. (1996)
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 20
    • 0025725905 scopus 로고
    • Instance-based learning algorithms
    • Aha, D., and D. Kibler: Instance-based Learning Algorithms, Machine Learning, Vol.6, 37-66 (1991)
    • (1991) Machine Learning , vol.6 , pp. 37-66
    • Aha, D.1    Kibler, D.2
  • 22
    • 12744250266 scopus 로고    scopus 로고
    • An evaluation of statistical spam filtering techniques
    • Le Zhang, Jingbo Zhu, Yao Tianshun: An Evaluation of Statistical Spam Filtering Techniques. ACM Trans. Asian Lang. Inf. Process. 3(4):243-269 (2004)
    • (2004) ACM Trans. Asian Lang. Inf. Process , vol.3 , Issue.4 , pp. 243-269
    • Zhang, L.1    Zhu, J.2    Tianshun, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.