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Volumn , Issue , 2014, Pages 325-330

Fine-tuning of support vector machine parameters using racing algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; ITERATIVE METHODS; LEARNING SYSTEMS; NEURAL NETWORKS; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO); SUPPORT VECTOR MACHINES;

EID: 84962031600     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (11)
  • 2
    • 0001923944 scopus 로고
    • Hoeffding races: Accelerating model selection search for classification and function approximation
    • USA
    • O. Maron and A. W. Moore. Hoeffding races: Accelerating model selection search for classification and function approximation. In Adv. in Neural Inform. Proc. Systems, vol. 6, p 59-66, USA, 1994.
    • (1994) Adv. in Neural Inform. Proc. Systems , vol.6 , pp. 59-66
    • Maron, O.1    Moore, A.W.2
  • 3
    • 67650169663 scopus 로고    scopus 로고
    • Tuning metaheuristics: A machine learning perspective
    • Springer-Verlag
    • M. Birattari. Tuning Metaheuristics: A Machine Learning Perspective. In Studies in Comput. Intelligence. Springer-Verlag, vol. 197.
    • Studies in Comput. Intelligence , vol.197
    • Birattari, M.1
  • 4
    • 38148998723 scopus 로고    scopus 로고
    • Improvement strategies for the f-race algorithm: Sampling design and iterative refinement
    • vol. 4771 of LNCS
    • P. Balaprakash, M. Birattari and T. Stutzle. Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement. In Hybrid Metaheuristics, vol. 4771 of LNCS, p. 108-122, 2007.
    • (2007) Hybrid Metaheuristics , pp. 108-122
    • Balaprakash, P.1    Birattari, M.2    Stutzle, T.3
  • 7
    • 78650510899 scopus 로고    scopus 로고
    • A hybrid TP+PLS algorithm for biobjective flow-shop scheduling problems
    • J. Dubois-Lacoste, M. López-Ibãnez, T. Stutzle. A Hybrid TP+PLS Algorithm for Biobjective Flow-Shop Scheduling Problems. In Computers Operations Research, vol. 38(8), p. 1219-1236, 2011a.
    • (2011) Computers Operations Research , vol.38 , Issue.8 , pp. 1219-1236
    • Dubois-Lacoste, J.1    López-Ibãnez, M.2    Stutzle, T.3
  • 8
    • 78049283344 scopus 로고    scopus 로고
    • Automatic configuration of multi-objective ACO algorithms
    • vol. 6234 of LNCS
    • M. López-Ibãnez and T. Stutzle. Automatic Configuration of Multi-Objective ACO Algorithms. In Int. Conf. on Swarm Intelligence, vol. 6234 of LNCS, p. 95-106.
    • Int. Conf. on Swarm Intelligence , pp. 95-106
    • López-Ibãnez, M.1    Stutzle, T.2
  • 11
    • 84866905064 scopus 로고    scopus 로고
    • Model parameters selection for SVM classification using particle swarm optimization
    • M. Hric, M. Chmulík and R. Jarina. Model Parameters Selection for SVM Classification using Particle Swarm Optimization. In 21st Int. Conf. Radioelektronika, p. 1-4, 2011.
    • (2011) 21st Int. Conf. Radioelektronika , pp. 1-4
    • Hric, M.1    Chmulík, M.2    Jarina, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.