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Volumn , Issue , 2008, Pages 2811-2818

Genetic programming for performance improvement and dimensionality reduction of classification problems

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING; DECISION THEORY; DECISION TREES; FUNCTION EVALUATION; GENETIC ALGORITHMS;

EID: 55749115221     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4631175     Document Type: Conference Paper
Times cited : (9)

References (19)
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    • February
    • D.P. Muni, N.R. Pal, J. Das, "Genetic programming for simultaneous feature selection and classifier design", IEEE Transactions on Systems. Man and Cybernetics. Part B, vol. 36. no. 1, pp. 106-117. February 2006,
    • (2006) IEEE Transactions on Systems. Man and Cybernetics. Part B , vol.36 , Issue.1 , pp. 106-117
    • Muni, D.P.1    Pal, N.R.2    Das, J.3
  • 6
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • R. Kohavi, G. John, "Wrappers for feature subset selection", Artificial Intelligence pp. 273-324, 1997.
    • (1997) Artificial Intelligence , pp. 273-324
    • Kohavi, R.1    John, G.2
  • 7
    • 27944437848 scopus 로고    scopus 로고
    • M. G. Smith, L. Bull, Genetic programming with a genetic algorithm for feature construction and selection, Genetic Programming and Evolvable Machines. Springer Netherlands, 6, no. 3, pp. 265-281, September 2005.
    • M. G. Smith, L. Bull, "Genetic programming with a genetic algorithm for feature construction and selection", Genetic Programming and Evolvable Machines. Springer Netherlands, vol. 6, no. 3, pp. 265-281, September 2005.
  • 8
    • 27144450271 scopus 로고    scopus 로고
    • Genetic programming-based construction of features for machine learning and knowledge discovery tasks
    • Springer-Netherlands, December
    • K. Krawiec, "Genetic programming-based construction of features for machine learning and knowledge discovery tasks", Genetic Programming and Evolvable Machines. Springer-Netherlands, vol. 3, no. 4, pp. 329-343, December 2002.
    • (2002) Genetic Programming and Evolvable Machines , vol.3 , Issue.4 , pp. 329-343
    • Krawiec, K.1
  • 10
    • 38349093997 scopus 로고    scopus 로고
    • K. Neshatian, M. Zhang, M. Johnston, Feature Construction and Dimension Reduction Using Genetic Programming, Proceedings of Twentith Australian Conference on Artificial Intelligence, Gold Coast, Australia. December 2007, Lecture Notes in Artificial Intelligence. LNCS(LNAI) 4830, pp. 160-179, Springer-Verlag, Heidelberg, 2007.
    • K. Neshatian, M. Zhang, M. Johnston, "Feature Construction and Dimension Reduction Using Genetic Programming", Proceedings of Twentith Australian Conference on Artificial Intelligence, Gold Coast, Australia. December 2007, Lecture Notes in Artificial Intelligence. LNCS(LNAI) vol. 4830, pp. 160-179, Springer-Verlag, Heidelberg, 2007.
  • 11
    • 47249106484 scopus 로고    scopus 로고
    • K. Neshatian, M. Zhang, Genetic Programming and Class-wise Orthogonal Transformation for Dimension Reduction in Classification Problems, Proceedings of 11th European Conference on Genetic Programming (EuroGP 2008) Napoli, Italy, March 2008, Lecture Notes in Computer Science. LNCS 4971, pp. 242-253, Springer-Verlag, 2008.
    • K. Neshatian, M. Zhang, "Genetic Programming and Class-wise Orthogonal Transformation for Dimension Reduction in Classification Problems", Proceedings of 11th European Conference on Genetic Programming (EuroGP 2008) Napoli, Italy, March 2008, Lecture Notes in Computer Science. LNCS vol. 4971, pp. 242-253, Springer-Verlag, 2008.
  • 12
    • 36948999941 scopus 로고    scopus 로고
    • UCI machine learning repository
    • last visit 11 Dec
    • A. Asuncion, D. Newman, "UCI machine learning repository", http://mlearn.ics.uci.edu/MLRepository.html, last visit 11 Dec 2007.
    • (2007)
    • Asuncion, A.1    Newman, D.2
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    • Information theoritic learning
    • S. Haykin, Ed. New York: John Whiley & Sons
    • J. Principe, D. Xu and J. Fisher, "Information theoritic learning", in Unsupervised Adaptive Filtering, S. Haykin, Ed. New York: John Whiley & Sons, 2000.
    • (2000) Unsupervised Adaptive Filtering
    • Principe, J.1    Xu, D.2    Fisher, J.3
  • 19
    • 55749107917 scopus 로고    scopus 로고
    • JGAP - A Genetic Algorithms and Genetic Programming framework in Java, http://jgap.sourceforge.net/, Last visit Feb 2007.
    • JGAP - A Genetic Algorithms and Genetic Programming framework in Java, http://jgap.sourceforge.net/, Last visit Feb 2007.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.