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Volumn 7673 LNCS, Issue , 2012, Pages 320-330

A genetic programming approach to hyper-heuristic feature selection

Author keywords

[No Author keywords available]

Indexed keywords

BUILDING BLOCKES; CLASSIFICATION PERFORMANCE; HYPER-HEURISTICS; HYPERHEURISTIC; META-HEURISTIC APPROACH; OPTIMISATIONS; SEARCH ALGORITHMS; SEARCH METHOD; TARGET CONCEPT;

EID: 84871380541     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-34859-4_32     Document Type: Conference Paper
Times cited : (18)

References (28)
  • 2
    • 0027002164 scopus 로고
    • The feature selection problem: Traditional methods and a new algorithm
    • Swartout, W.R. (ed.) AAAI Press / The MIT Press
    • Kira, K., Rendell, L.A.: The feature selection problem: Traditional methods and a new algorithm. In: Swartout, W.R. (ed.) pp. 129-134. AAAI, AAAI Press / The MIT Press (1992)
    • (1992) AAAI , pp. 129-134
    • Kira, K.1    Rendell, L.A.2
  • 4
    • 0344236266 scopus 로고    scopus 로고
    • Metaheuristics in combinatorial optimization: Overview and conceptual comparison
    • Blum, C., Roli, A.: Metaheuristics in combinatorial optimization: Overview and conceptual comparison. ACM Comput. Surv. 35(3), 268-308 (2003)
    • (2003) ACM Comput. Surv. , vol.35 , Issue.3 , pp. 268-308
    • Blum, C.1    Roli, A.2
  • 7
    • 0015125457 scopus 로고
    • A direct method of nonparametric measurement selection
    • Whitney, A.W.: A direct method of nonparametric measurement selection. IEEE Trans. Comput. 20(9), 1100-1103 (1971)
    • (1971) IEEE Trans. Comput. , vol.20 , Issue.9 , pp. 1100-1103
    • Whitney, A.W.1
  • 9
    • 67650462985 scopus 로고    scopus 로고
    • Large-scale attribute selection using wrappers
    • Gutlein, M., Frank, E., Hall, M., Karwath, A.: Large-scale attribute selection using wrappers. In: IEEE CIDM, pp. 332-339 (2009)
    • (2009) IEEE CIDM , pp. 332-339
    • Gutlein, M.1    Frank, E.2    Hall, M.3    Karwath, A.4
  • 10
    • 85027109147 scopus 로고
    • Genetic algorithms as a tool for feature selection in machine learning
    • Vafaie, H., De Jong, K.A.: Genetic algorithms as a tool for feature selection in machine learning. In: ICTAI, pp. 200-203 (1992)
    • (1992) ICTAI , pp. 200-203
    • Vafaie, H.1    De Jong, K.A.2
  • 11
    • 84868684316 scopus 로고    scopus 로고
    • Single feature ranking and binary particle swarm optimisation based feature subset ranking for feature selection
    • Xue, B., Zhang, M., Browne, W.N.: Single feature ranking and binary particle swarm optimisation based feature subset ranking for feature selection. In: Proceedings of the 35th Australasian Computer Science Conference, pp. 27-36 (2012)
    • (2012) Proceedings of the 35th Australasian Computer Science Conference , pp. 27-36
    • Xue, B.1    Zhang, M.2    Browne, W.N.3
  • 13
    • 79851475798 scopus 로고    scopus 로고
    • A constructive hyper-heuristics for rough set attribute reduction
    • Abdullah, S., Sabar, N.R., Nazri, M.Z.A., Turabieh, H., McCollum, B.: A constructive hyper-heuristics for rough set attribute reduction. In: IEEE ISDA, pp. 1032-1035 (2010)
    • (2010) IEEE ISDA , pp. 1032-1035
    • Abdullah, S.1    Sabar, N.R.2    Nazri, M.Z.A.3    Turabieh, H.4    McCollum, B.5
  • 14
    • 84914813506 scopus 로고
    • On the effectiveness of receptors in recognition systems
    • Marill, T., Green, D.: On the effectiveness of receptors in recognition systems. IEEE Transactions on Information Theory 9(1), 11-17 (1963)
    • (1963) IEEE Transactions on Information Theory , vol.9 , Issue.1 , pp. 11-17
    • Marill, T.1    Green, D.2
  • 15
    • 58349113039 scopus 로고    scopus 로고
    • Genetic Programming for Feature Ranking in Classification Problems
    • Li, X., Kirley, M., Zhang, M., Green, D., Ciesielski, V., Abbass, H.A., Michalewicz, Z., Hendtlass, T., Deb, K., Tan, K.C., Branke, J., Shi, Y. (eds.) SEAL 2008. Springer, Heidelberg
    • Neshatian, K., Zhang, M., Andreae, P.: Genetic Programming for Feature Ranking in Classification Problems. In: Li, X., Kirley, M., Zhang, M., Green, D., Ciesielski, V., Abbass, H.A., Michalewicz, Z., Hendtlass, T., Deb, K., Tan, K.C., Branke, J., Shi, Y. (eds.) SEAL 2008. LNCS, vol. 5361, pp. 544-554. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5361 , pp. 544-554
    • Neshatian, K.1    Zhang, M.2    Andreae, P.3
  • 16
    • 67650675481 scopus 로고    scopus 로고
    • Genetic Programming for Feature Subset Ranking in Binary Classification Problems
    • Vanneschi, L., Gustafson, S., Moraglio, A., De Falco, I., Ebner, M. (eds.) EuroGP 2009. Springer, Heidelberg
    • Neshatian, K., Zhang, M.: Genetic Programming for Feature Subset Ranking in Binary Classification Problems. In: Vanneschi, L., Gustafson, S., Moraglio, A., De Falco, I., Ebner, M. (eds.) EuroGP 2009. LNCS, vol. 5481, pp. 121-132. Springer, Heidelberg (2009)
    • (2009) LNCS , vol.5481 , pp. 121-132
    • Neshatian, K.1    Zhang, M.2
  • 18
    • 42449117713 scopus 로고    scopus 로고
    • Automated discovery of local search heuristics for satisfiability testing
    • Fukunaga, A.S.: Automated discovery of local search heuristics for satisfiability testing. Evol. Comput. 16(1), 31-61 (2008)
    • (2008) Evol. Comput. , vol.16 , Issue.1 , pp. 31-61
    • Fukunaga, A.S.1
  • 21
    • 27944437848 scopus 로고    scopus 로고
    • Genetic programming with a genetic algorithm for feature construction and selection
    • Published online: August 17, 2005
    • Smith, M.G., Bull, L.: Genetic programming with a genetic algorithm for feature construction and selection. Genetic Programming and Evolvable Machines 6, 265-281 (2005); Published online: August 17, 2005
    • (2005) Genetic Programming and Evolvable Machines , vol.6 , pp. 265-281
    • Smith, M.G.1    Bull, L.2
  • 23
    • 25144492516 scopus 로고    scopus 로고
    • Efficient feature selection via analysis of relevance and redundancy
    • Yu, L., Liu, H.: Efficient feature selection via analysis of relevance and redundancy. Journal of Machine Learning Research 5, 1205-1224 (2004)
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1205-1224
    • Yu, L.1    Liu, H.2
  • 24
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • Kohavi, R., John, G.: Wrappers for feature subset selection. Artificial Intelligence 97, 273-324 (1997)
    • (1997) Artificial Intelligence , vol.97 , pp. 273-324
    • Kohavi, R.1    John, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.