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Volumn , Issue , 2012, Pages 113-116

Parameters optimization and application of v-support vector machine based on particle swarm optimization algorithm

Author keywords

Kernal fuction; Particle swarm optimization; Speech recognition; V support vector machine

Indexed keywords

CONVERGENCE RATES; ISOLATED WORDS; KERNAL FUCTION; OPTIMIZED PARAMETER; PARAMETERS OPTIMIZATION; PARAMETERS SELECTION; PARTICLE SWARM OPTIMIZATION ALGORITHM; SPEECH RECOGNITION SYSTEMS; V-SUPPORT VECTOR MACHINE;

EID: 84866626314     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CMCSN.2012.29     Document Type: Conference Paper
Times cited : (4)

References (8)
  • 1
    • 0000667930 scopus 로고    scopus 로고
    • Training v-support vector classifiers: Theory and algorithms[J]
    • Chang C C, Lin C J, Training v-support Vector Classifiers: Theory and Algorithms[J]. Neural Computation, 2001, 13(9), pp2119-2147.
    • (2001) Neural Computation , vol.13 , Issue.9 , pp. 2119-2147
    • Chang, C.C.1    Lin, C.J.2
  • 5
    • 84866601292 scopus 로고    scopus 로고
    • The kernel function and parameters selection research of support vector machine [J]
    • Fu Yuanyuan, Ren Dong, The Kernel Function and Parameters Selection research of Support Vector Machine [J], Science and technology innovation herald, 2010 (9), pp6-7.
    • (2010) Science and Technology Innovation Herald , Issue.9 , pp. 6-7
    • Fu, Y.1    Ren, D.2
  • 6
    • 84866625160 scopus 로고    scopus 로고
    • Based on the twin group improved particle swarm optimization algorithm[J]
    • Zhang Yingjie, li liang, Based on the twin group improved Particle Swarm Optimization Algorithm[J], Journal of Hunan University, 2011, 38 (1), pp84-88.
    • (2011) Journal of Hunan University , vol.38 , Issue.1 , pp. 84-88
    • Yingjie, Z.1    Li, L.2
  • 7
    • 77449103019 scopus 로고    scopus 로고
    • Using particle swarm algorithm to optimize the hyper parameters of SVM classifier[J]
    • Wang Dong, Wu Xiangbin, Using Particle Swarm Algorithm to optimize the hyper parameters of SVM classifier[J], Computer Applications, 2008, 47 (1), pp134-135.
    • (2008) Computer Applications , vol.47 , Issue.1 , pp. 134-135
    • Wang, D.1    Wu, X.2
  • 8
    • 11144297989 scopus 로고    scopus 로고
    • Tone recognition of continuous cantonese speech based on support vector machines[J]
    • Peng G, Wang W S, Tone Recognition of Continuous Cantonese Speech Based on Support Vector Machines[J], Speech Communication, 2005, 45, pp49-62.
    • (2005) Speech Communication , vol.45 , pp. 49-62
    • Peng, G.1    Wang, W.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.