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Volumn 8, Issue 2, 2009, Pages 241-245

Selecting and combining classifiers simultaneously with particle swarm optimization

Author keywords

Ensemble learning; Multiple classifiers system; Particle swarm optimization

Indexed keywords

CLASSIFIERS; ELECTRIC LOAD FORECASTING; LEARNING SYSTEMS; OBJECT RECOGNITION;

EID: 62749188887     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: 10.3923/itj.2009.241.245     Document Type: Review
Times cited : (20)

References (16)
  • 1
    • 84919713045 scopus 로고    scopus 로고
    • Angeline, P.J., 1998. Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences. In: Evolutionary Programming, Porto, V.W., N. Saravanan, D. Waagen andA.E. Eiben (Eds.). 7, Springer-Verlag, Berlin, ISBN: 978-3-540-64891-8, PP: 601-610.
    • Angeline, P.J., 1998. Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences. In: Evolutionary Programming, Porto, V.W., N. Saravanan, D. Waagen andA.E. Eiben (Eds.). Vol. 7, Springer-Verlag, Berlin, ISBN: 978-3-540-64891-8, PP: 601-610.
  • 2
    • 21144446981 scopus 로고    scopus 로고
    • Towards Automated Classifier Combination for Pattern Recognition
    • Windeatt, T. and F. Roli Eds, Springer-Verlag, Berlin, ISBN: 978-3-540-40369-2, pp
    • Baykut, A. and A. Ercil, 2003. Towards Automated Classifier Combination for Pattern Recognition. In: Multiple Classifier Systems, Windeatt, T. and F. Roli (Eds.). Vol. 2709, Springer-Verlag, Berlin, ISBN: 978-3-540-40369-2, pp: 94-105.
    • (2003) Multiple Classifier Systems , vol.2709 , pp. 94-105
    • Baykut, A.1    Ercil, A.2
  • 4
    • 33745883809 scopus 로고    scopus 로고
    • Dimensionality reduction for evolving RBF networks with particle swarms
    • Proceedings of 3rd International Symposium on Neural Networks, Chengdu, China, May 28-June 1, Springer Berlin/Heidelberg, pp
    • Chen, J.Y. andZ. Qin, 2006. Dimensionality reduction for evolving RBF networks with particle swarms. Proceedings of 3rd International Symposium on Neural Networks, Chengdu, China, LNCS 3971, May 28-June 1, Springer Berlin/Heidelberg, pp: 1319-1325.
    • (2006) LNCS , vol.3971 , pp. 1319-1325
    • Chen1    andZ, J.Y.2    Qin3
  • 5
    • 84901421400 scopus 로고    scopus 로고
    • The swarm and the queen: Towards a deterministic and adaptive particle swarm optimization
    • July 6-9, Washington, DC, USA.,pp
    • Clerc, M., 1999. The swarm and the queen: Towards a deterministic and adaptive particle swarm optimization. Proceedings of the Congress of Evolutionary Computation, July 6-9, Washington, DC, USA.,pp: 1958-1962.
    • (1999) Proceedings of the Congress of Evolutionary Computation , pp. 1958-1962
    • Clerc, M.1
  • 8
    • 84867095498 scopus 로고
    • Complexity of classification problems and comparative advantages of combined classifiers
    • Proceedings of 1st International Workshop, MCS Cagliari, Italy, Jun. 21-23, Springer Berlin/Heidelberg, pp:, 2000
    • Ho, T.K., 2000. Complexity of classification problems and comparative advantages of combined classifiers. Proceedings of 1st International Workshop, MCS 2000 Cagliari, Italy, LNCS 1857, Jun. 21-23, Springer Berlin/Heidelberg, pp: 97-106.
    • (1857) LNCS , pp. 97-106
    • Ho, T.K.1
  • 11
    • 84956988905 scopus 로고    scopus 로고
    • Application of the evolutionary algorithms for classifier selection in multiple classifier systems with majority voting
    • Proceedings of the 2nd International Workshop on Multiple Classifier Systems, July 2-4, Springer Berlin/Heidelberg, pp
    • Ruta, D. and B. Gabrys, 2001. Application of the evolutionary algorithms for classifier selection in multiple classifier systems with majority voting. Proceedings of the 2nd International Workshop on Multiple Classifier Systems, LNCS 2096, July 2-4, Springer Berlin/Heidelberg, pp: 399-408.
    • (2001) LNCS , vol.2096 , pp. 399-408
    • Ruta, D.1    Gabrys, B.2
  • 13
    • 0001572787 scopus 로고
    • Recognition of totally unconstrained handwriting numerals based on the concept of multiple experts. Frontiers in handwriting recognition
    • Montreal, Canada, pp
    • Suen, C.Y., C. Nadal, T.A. Mai, R. Legault and L. Lam, 1990. Recognition of totally unconstrained handwriting numerals based on the concept of multiple experts. Frontiers in handwriting recognition. Proceedings of the International Workshop on Frontiers in Handwriting Recognition, 1990, Montreal, Canada, pp: 131-143.
    • (1990) Proceedings of the International Workshop on Frontiers in Handwriting Recognition , pp. 131-143
    • Suen, C.Y.1    Nadal, C.2    Mai, T.A.3    Legault, R.4    Lam, L.5
  • 14
    • 84867045064 scopus 로고
    • Multiple classifier combination methodologies for different output levels
    • Proceedings of 1 st International Workshop on Multiple Classifier Systems, Cagliari, Italy, Jun. 21-23, Springer Berlin/Heidelberg, pp
    • Suen, C.Y. and L. Lam, 2000. Multiple classifier combination methodologies for different output levels. Proceedings of 1 st International Workshop on Multiple Classifier Systems, Cagliari, Italy, LNCS 1857, Jun. 21-23, Springer Berlin/Heidelberg, pp: 52-66.
    • (1857) LNCS , pp. 52-66
    • Suen, C.Y.1    Lam, L.2
  • 16
    • 0036567392 scopus 로고    scopus 로고
    • Ensembling neural networks: Many could be better than all
    • Zhou, Z.H., J. Wu and W. Tang, 2002. Ensembling neural networks: Many could be better than all. Artif Intell, 137: 239-263.
    • (2002) Artif Intell , vol.137 , pp. 239-263
    • Zhou, Z.H.1    Wu, J.2    Tang, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.