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Volumn 2012, Issue , 2012, Pages

Correlation kernels for support vector machines classification with applications in cancer data

Author keywords

[No Author keywords available]

Indexed keywords

BIOCHIPS; BIOMEDICAL ENGINEERING; DECISION TREES; DIAGNOSIS; DISEASES; GENE EXPRESSION; HISTOLOGY; NUMERICAL METHODS; TUMORS;

EID: 84866170631     PISSN: 1748670X     EISSN: 17486718     Source Type: Journal    
DOI: 10.1155/2012/205025     Document Type: Article
Times cited : (15)

References (20)
  • 1
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    • Support vector machines and kernel methods: The new generation of learning machines
    • Cristianini N., Schölkopf B., Support vector machines and kernel methods: the new generation of learning machines. AI Magazine 2002 23 3 31 41 2-s2.0-0036747901 (Pubitemid 35173583)
    • (2002) AI Magazine , vol.23 , Issue.3 , pp. 31-41
    • Cristianini, N.1    Scholkopf, B.2
  • 4
    • 79955131795 scopus 로고    scopus 로고
    • Classification of Raman spectra using the correlation kernel
    • 2-s2.0-79955131795 10.1002/jrs.2809
    • Kyriakides A., Kastanos E., Hadjigeorgiou K., Pitris C., Classification of Raman spectra using the correlation kernel. Journal of Raman Spectroscopy 2011 42 5 904 909 2-s2.0-79955131795 10.1002/jrs.2809
    • (2011) Journal of Raman Spectroscopy , vol.42 , Issue.5 , pp. 904-909
    • Kyriakides, A.1    Kastanos, E.2    Hadjigeorgiou, K.3    Pitris, C.4
  • 6
    • 17144429687 scopus 로고    scopus 로고
    • Feature space interpretation of SVMs with indefinite kernels
    • DOI 10.1109/TPAMI.2005.78
    • Haasdonk B., Feature space interpretation of SVMs with indefinite kernels. IEEE Transactions on Pattern Analysis and Machine Intelligence 2005 27 4 482 492 2-s2.0-17144429687 10.1109/TPAMI.2005.78 (Pubitemid 40556105)
    • (2005) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.27 , Issue.4 , pp. 482-492
    • Haasdonk, B.1
  • 7
    • 56449083666 scopus 로고    scopus 로고
    • Proceedings of the 25th International Conference on Machine Learning July 2008 Helsinki, Finland 2-s2.0-56449083666
    • Chen J., Ye J., Training SVM with indefinite kernels. Proceedings of the 25th International Conference on Machine Learning July 2008 Helsinki, Finland 136 143 2-s2.0-56449083666
    • Training SVM with Indefinite Kernels , pp. 136-143
    • Chen, J.1    Ye, J.2
  • 8
    • 85162012304 scopus 로고    scopus 로고
    • Proceedings of the Neural Information Processing Systems Conference (NIPS '09) 2009 Vancouver, Canada
    • Ying Y. M., Campbell C., Girolami M., Analysis of SVM with indefinite kernels. Proceedings of the Neural Information Processing Systems Conference (NIPS '09) 2009 Vancouver, Canada 1 9
    • Analysis of SVM with Indefinite Kernels , pp. 1-9
    • Ying, Y.M.1    Campbell, C.2    Girolami, M.3
  • 9
    • 78649290941 scopus 로고    scopus 로고
    • Support vector machine classification with indefinite kernels
    • Luss R., d'Aspremont A., Support vector machine classification with indefinite kernels. Mathematical Programming Computation 2009 1 97 118
    • (2009) Mathematical Programming Computation , vol.1 , pp. 97-118
    • Luss, R.1    D'Aspremont, A.2
  • 16
    • 0033536012 scopus 로고    scopus 로고
    • Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
    • DOI 10.1073/pnas.96.12.6745
    • Alon U., Barka N., Notterman D. A., Gish K., Ybarra S., Mack D., Levine A. J., Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proceedings of the National Academy of Sciences of the United States of America 1999 96 12 6745 6750 2-s2.0-0033536012 10.1073/pnas.96.12.6745 (Pubitemid 29274954)
    • (1999) Proceedings of the National Academy of Sciences of the United States of America , vol.96 , Issue.12 , pp. 6745-6750
    • Alon, U.1    Barka, N.2    Notterman, D.A.3    Gish, K.4    Ybarra, S.5    Mack, D.6    Levine, A.J.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.