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Volumn 17, Issue 3, 2006, Pages 541-545

Novel algorithm for constructing support vector machine regression ensemble

Author keywords

Boosting regression; Combination optimization strategy; Support vector machine regression ensemble

Indexed keywords

BOOSTING REGRESSION; COMBINATION OPTIMIZATION STRATEGY; LINEAR LEAST SQUARE ERROR; SUPPORT VECTOR MACHINE REGRESSION ENSEMBLE;

EID: 33751572485     PISSN: 16711793     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (13)

References (9)
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C J C. A tutorial on support vector machines for pattern recognition. Knowledge Discovery and Data Mining, 1998, 2(2): 121-167.
    • (1998) Knowledge Discovery and Data Mining , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1
  • 3
    • 0035419334 scopus 로고    scopus 로고
    • Support vector machines for face recognition
    • Guo Guodong, Li Stan Z, Chan Kap Luk. Support vector machines for face recognition. Image and Vision Computing, 2001, 19(9-10): 631-638.
    • (2001) Image and Vision Computing , vol.19 , Issue.9-10 , pp. 631-638
    • Guo, G.1    Li, S.Z.2    Chan, K.L.3
  • 4
    • 0036833283 scopus 로고    scopus 로고
    • Robust vision-based features and classification schemes for off-line handwritten digit recognition
    • Teow Loo-nin loe, Kia-Fock. Robust vision-based features and classification schemes for off-line handwritten digit recognition. Pattern Recognition, 2002, 35(11): 2355-2364.
    • (2002) Pattern Recognition , vol.35 , Issue.11 , pp. 2355-2364
    • Teow, L.-N.L.1    Kia-Fock2
  • 7
    • 0037186681 scopus 로고    scopus 로고
    • Improving nonparametric regression methods by bagging and boosting
    • Borra Simone, Di Ciaccio Agostino. Improving nonparametric regression methods by bagging and boosting. Computational Statistics and Data Analysis, 2002, 4(38): 407-420.
    • (2002) Computational Statistics and Data Analysis , vol.4 , Issue.38 , pp. 407-420
    • Simone, B.1    di Agostino, C.2
  • 8
    • 33751567719 scopus 로고    scopus 로고
    • A comparison of stacking with meta decision trees to bagging, boosting, and stacking with other methods
    • Zenko B, Todorovski L, Dzeroski S. A comparison of stacking with meta decision trees to bagging, boosting, and stacking with other methods. Data Mining, 2001, 2(29): 669-670.
    • (2001) Data Mining , vol.2 , Issue.29 , pp. 669-670
    • Zenko, B.1    Todorovski, L.2    Dzeroski, S.3
  • 9
    • 0142025124 scopus 로고    scopus 로고
    • Constructing support vector machine ensemble
    • Hyun Chul Kim. Constructing support vector machine ensemble. Pattern recognition, 2003, 36: 2757-2767.
    • (2003) Pattern Recognition , vol.36 , pp. 2757-2767
    • Kim, H.-C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.