메뉴 건너뛰기




Volumn , Issue , 2013, Pages

Evolutionary extreme learning machine based on particle swarm optimization and clustering strategies

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARK DATASETS; BETTER PERFORMANCE; CLUSTERING ANALYSIS; CLUSTERING STRATEGY; DIFFERENT TREATMENTS; EXTREME LEARNING MACHINE; LEARNING METHODS; SINGLE-HIDDEN LAYER FEEDFORWARD NEURAL NETWORKS;

EID: 84893523385     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2013.6706751     Document Type: Conference Paper
Times cited : (17)

References (24)
  • 1
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • G. B. Huang, Q. Y. Zhu and C. K. Siew, "Extreme Learning Machine: Theory and Applications", Neurocomputing, vol. 70, pp. 489-501, 2006.
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.B.1    Zhu, Q.Y.2    Siew, C.K.3
  • 3
    • 33745903382 scopus 로고    scopus 로고
    • Evolutionary extreme learning machine - based on particle swarm optimization
    • Lecture Notes in Computer Science, vol. 3971
    • Y. Xu, and Y. Shu, "Evolutionary Extreme Learning Machine - Based on Particle Swarm Optimization", Advances in Neural Networks - ISNN 2006, in: Lecture Notes in Computer Science, vol. 3971, pp. 644-652, 2006.
    • (2006) Advances in Neural Networks - ISNN 2006 , pp. 644-652
    • Xu, Y.1    Shu, Y.2
  • 4
    • 79551661137 scopus 로고    scopus 로고
    • ICGA-PSO-ELM approach for accurate multiclass cancer classification resulting in reduced gene sets in which genes encoding secreted proteins are highly represented
    • S. Saraswathi, S. Sundaram, N. Sundararajan, M. Zimmermann and M. Nilsen-Hamilton, "ICGA-PSO-ELM Approach for Accurate Multiclass Cancer Classification Resulting in Reduced Gene Sets in Which Genes Encoding Secreted Proteins Are Highly Represented", IEEE Transactions on Computational Biology and Bioinformatics, vol. 8, no. 2, pp. 452-463, 2011.
    • (2011) IEEE Transactions on Computational Biology and Bioinformatics , vol.8 , Issue.2 , pp. 452-463
    • Saraswathi, S.1    Sundaram, S.2    Sundararajan, N.3    Zimmermann, M.4    Nilsen-Hamilton, M.5
  • 6
    • 34547336483 scopus 로고    scopus 로고
    • A novel group search optimizer inspired by animal behavioural ecology
    • Sheraton Vancouver Wall Centre, Vancouver, BC, Canada. July, Tue PM-10-6
    • S. He, Q. H. Wu, and J. R. Saunders, "A Novel Group Search Optimizer Inspired by Animal Behavioural Ecology, " in: 2006 IEEE Congress on Evolutionary Computation (CEC 2006), Sheraton Vancouver Wall Centre, Vancouver, BC, Canada., July 2006, pp. Tue PM-10-6.
    • (2006) 2006 IEEE Congress on Evolutionary Computation (CEC 2006)
    • He, S.1    Wu, Q.H.2    Saunders, J.R.3
  • 7
    • 70349873857 scopus 로고    scopus 로고
    • Group search optimizer: An optimization algorithm inspired by animal searching behaviour
    • S. He, H. Wu and J. R. Saunders, "Group Search Optimizer: An Optimization Algorithm Inspired by Animal Searching Behaviour", in: IEEE Transactions on Evolutionary Computation, vol. 13, no. 5, pp. 973-990, 2009.
    • (2009) IEEE Transactions on Evolutionary Computation , vol.13 , Issue.5 , pp. 973-990
    • He, S.1    Wu, H.2    Saunders, J.R.3
  • 8
    • 0029535737 scopus 로고
    • Particle swarm optimization
    • (Perth, Australia), IEEE Service Center, Piscataway, NY, IV: 1942-1948
    • J. Kennedy and R. Eberhart, "Particle Swarm Optimization", in: Proc. IEEE Intl. Conf. on Neural Networks (Perth, Australia), IEEE Service Center, Piscataway, NY, IV: 1942-1948, 1995.
    • (1995) Proc. IEEE Intl. Conf. on Neural Networks
    • Kennedy, J.1    Eberhart, R.2
  • 9
    • 0004222346 scopus 로고    scopus 로고
    • Morgan Kaufmann Publishers, Inc, San Francisco, CA
    • J. Kennedy and R. Eberhart. "Swarm Intelligence", Morgan Kaufmann Publishers, Inc, San Francisco, CA, 2001.
    • (2001) Swarm Intelligence
    • Kennedy, J.1    Eberhart, R.2
  • 10
    • 0038281789 scopus 로고    scopus 로고
    • PhD dissertation, Faculty of Natural and Agricultural Sciences, Univ. Pretoria, Pretoria, South Africa
    • F. van den Bergh. "An Analysis of Particle Swarm Optimizers", PhD dissertation, Faculty of Natural and Agricultural Sciences, Univ. Pretoria, Pretoria, South Africa, 2002.
    • (2002) An Analysis of Particle Swarm Optimizers
    • Van Den Bergh, F.1
  • 18
    • 0032028728 scopus 로고    scopus 로고
    • The sample complexity of pattern classification with neural networks: The size of the weights is more important than the size of the network
    • P. L. Bartlett. "The Sample Complexity of Pattern Classification with Neural Networks: The Size of the Weights is More Important than the Size of the Network", in: IEEE Transactions on Information Theory, vol. 44, no. 2, pp. 525-536, 1998.
    • (1998) IEEE Transactions on Information Theory , vol.44 , Issue.2 , pp. 525-536
    • Bartlett, P.L.1
  • 21
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution - A simple and efficient heuristic for global optimization over continuos spaces
    • Norwell, MA: Kluwer
    • R. Storn and K. Price, "Differential Evolution - A Simple and Efficient Heuristic for Global Optimization Over Continuos Spaces", in: Journal of Global Optimization 11, Norwell, MA: Kluwer, pp. 341-359, 1997.
    • (1997) Journal of Global Optimization , vol.11 , pp. 341-359
    • Storn, R.1    Price, K.2
  • 24
    • 78649934709 scopus 로고    scopus 로고
    • Univ. California, Sch. Inform. Comput. Sci. Irvine, CA, [Online]. Available
    • A. Frank and A. Asuncion, UCI Machine Learning Repository, Univ. California, Sch. Inform. Comput. Sci., Irvine, CA, 2013 [Online]. Available: http://archive.ics.uci.edu/ml.
    • (2013) UCI Machine Learning Repository
    • Frank, A.1    Asuncion, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.