메뉴 건너뛰기




Volumn 7 VOLS, Issue , 2005, Pages 4838-4841

Improvement of SVM algorithm for microarray analysis using intelligent parameter selection

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOMARKERS; DATA STRUCTURES; DIAGNOSIS; GENETIC ENGINEERING; PARAMETER ESTIMATION;

EID: 33846929876     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2005.1615555     Document Type: Conference Paper
Times cited : (8)

References (12)
  • 2
    • 0029294076 scopus 로고
    • Increased incidental detection and reduced mortality in renal cancer-recent retrospective analysis at eight institutions
    • Y. Homma, K. Kawabe, T. Kitamura, Y. Nishimura, M. Shinohara, Y. Kondo, I. Saito, S. Minowada, and Y. Asakage, "Increased incidental detection and reduced mortality in renal cancer-recent retrospective analysis at eight institutions," Int J Urol, no. 2, pp. 77-80, 1995.
    • (1995) Int J Urol , Issue.2 , pp. 77-80
    • Homma, Y.1    Kawabe, K.2    Kitamura, T.3    Nishimura, Y.4    Shinohara, M.5    Kondo, Y.6    Saito, I.7    Minowada, S.8    Asakage, Y.9
  • 3
  • 4
    • 0344044623 scopus 로고    scopus 로고
    • Expression profiling of human renal carcinomas with functional taxonomic analysis
    • M. Gieseg, T. Cody, M. Man, S. Madore, M. Rubin, and E. Kaldjian, "Expression profiling of human renal carcinomas with functional taxonomic analysis," BMC Bioinformatics, no. 3, p. 26, 2002.
    • (2002) BMC Bioinformatics , Issue.3 , pp. 26
    • Gieseg, M.1    Cody, T.2    Man, M.3    Madore, S.4    Rubin, M.5    Kaldjian, E.6
  • 6
    • 0142219359 scopus 로고    scopus 로고
    • A. Pantuck, G. Zeng, A. Belldegrun, and R. Figlin, Pathobiology, prognosis, and targeted therapy for renal cell carcinoma: exploiting the hypoxia-induced pathway, Clin Cancer Res, no. 9, pp. 4641-4-652, 2003.
    • A. Pantuck, G. Zeng, A. Belldegrun, and R. Figlin, "Pathobiology, prognosis, and targeted therapy for renal cell carcinoma: exploiting the hypoxia-induced pathway," Clin Cancer Res, no. 9, pp. 4641-4-652, 2003.
  • 7
    • 0034043802 scopus 로고    scopus 로고
    • Contemporary approach to the classification of renal epithelial tumors
    • V. Reuter and J. J.C. Presti, "Contemporary approach to the classification of renal epithelial tumors," Semin Oncol, no. 27, pp. 124-137, 2000.
    • (2000) Semin Oncol , Issue.27 , pp. 124-137
    • Reuter, V.1    Presti, J.J.C.2
  • 9
    • 15844413351 scopus 로고    scopus 로고
    • A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis
    • A. Statnikov, C. Aliferis, I. Tsamardinos, D. Hardin, and S. Levy, "A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis," Bioinformatics, no. 21, pp. 631-643, 2005.
    • (2005) Bioinformatics , Issue.21 , pp. 631-643
    • Statnikov, A.1    Aliferis, C.2    Tsamardinos, I.3    Hardin, D.4    Levy, S.5
  • 11
    • 0003798627 scopus 로고    scopus 로고
    • Cambridge, MA: MIT Press, ch. Fast training of support vector machines using sequential minimal optimization
    • J. Platt, Advances in Kernel Methods: Support Vector Machines. Cambridge, MA: MIT Press, 1998, ch. Fast training of support vector machines using sequential minimal optimization.
    • (1998) Advances in Kernel Methods: Support Vector Machines
    • Platt, J.1
  • 12
    • 0141430928 scopus 로고    scopus 로고
    • Radius margin bounds for support vector machines with the rbf kernel
    • K.-M. Chung and W.-C. Kao, "Radius margin bounds for support vector machines with the rbf kernel," Neural Computation, vol. 15, pp. 2643-2681, 2003.
    • (2003) Neural Computation , vol.15 , pp. 2643-2681
    • Chung, K.-M.1    Kao, W.-C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.