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Volumn 26, Issue 11, 2004, Pages 1424-1437

Hybrid genetic algorithms for feature selection

Author keywords

Atomic operation; Feature selection; Hybrid genetic algorithm; Local search operation; Multistart algorithm; Sequential search algorithm

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; GENETIC ALGORITHMS; OPTIMIZATION; SET THEORY;

EID: 12844260916     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2004.105     Document Type: Article
Times cited : (810)

References (32)
  • 1
    • 0026839971 scopus 로고
    • "Fast Genetic Selection of Features for Neural Network Classifiers"
    • Mar
    • F.Z. Brill, D.E. Brown, and W.N. Martin, "Fast Genetic Selection of Features for Neural Network Classifiers," IEEE Trans. Neural Networks, vol. 3, no. 2, pp. 324-328, Mar. 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.2 , pp. 324-328
    • Brill, F.Z.1    Brown, D.E.2    Martin, W.N.3
  • 2
    • 0001460554 scopus 로고    scopus 로고
    • "Genetic Algorithm and Graph Partitioning"
    • July
    • T.N. Bui and B.R. Moon, "Genetic Algorithm and Graph Partitioning," IEEE Trans. Computers, vol. 45, no. 7, pp. 841-855, July 1996.
    • (1996) IEEE Trans. Computers , vol.45 , Issue.7 , pp. 841-855
    • Bui, T.N.1    Moon, B.R.2
  • 3
    • 0013326060 scopus 로고    scopus 로고
    • "Feature Selection for Classification"
    • M. Dash and H. Liu, "Feature Selection for Classification," Intelligent Data Analysis, vol. 1, no. 3, pp. 131-156, 1997.
    • (1997) Intelligent Data Analysis , vol.1 , Issue.3 , pp. 131-156
    • Dash, M.1    Liu, H.2
  • 5
    • 85013515810 scopus 로고
    • "Comparative Study of Techniques for Large-Scale Feature Selection"
    • E.S. Gelsema and L.N. Kanal, eds
    • F.J. Ferri, P. Pudil, M. Hatef, and J. Kittler, "Comparative Study of Techniques for Large-Scale Feature Selection," Pattern Recognition in Practice IV, E.S. Gelsema and L.N. Kanal, eds., pp. 403-413, 1994.
    • (1994) Pattern Recognition in Practice IV , pp. 403-413
    • Ferri, F.J.1    Pudil, P.2    Hatef, M.3    Kittler, J.4
  • 7
    • 0031352151 scopus 로고    scopus 로고
    • "A Comparative Study of Remotely Sensed Data Classification Using Principal Components Analysis and Divergence"
    • C.-C. Hung, A. Fahsi, W. Tadesse, and T. Coleman, "A Comparative Study of Remotely Sensed Data Classification Using Principal Components Analysis and Divergence," Proc. IEEE Int'l Conf. Systems, Man, and Cybernetics, pp. 2444-2449, 1997.
    • (1997) Proc. IEEE Int'l. Conf. Systems, Man, and Cybernetics , pp. 2444-2449
    • Hung, C.-C.1    Fahsi, A.2    Tadesse, W.3    Coleman, T.4
  • 9
    • 0031078007 scopus 로고    scopus 로고
    • "Feature Selection: Evaluation, Application, and Small Sample Performance"
    • Feb
    • A. Jain and D. Zongker, "Feature Selection: Evaluation, Application, and Small Sample Performance," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 2, pp. 153-158, Feb. 1997.
    • (1997) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.19 , Issue.2 , pp. 153-158
    • Jain, A.1    Zongker, D.2
  • 10
    • 0002548256 scopus 로고
    • "The Effect of Population Size, Heuristic Crossover and Local Improvement on a Genetic Algorithm for the Traveling Salesman Problem"
    • P. Jog, J. Suh, and D. Gucht, "The Effect of Population Size, Heuristic Crossover and Local Improvement on a Genetic Algorithm for the Traveling Salesman Problem," Proc. Int'l Conf. Genetic Algorithms, pp. 110-115, 1989.
    • (1989) Proc. Int'l. Conf. Genetic Algorithms , pp. 110-115
    • Jog, P.1    Suh, J.2    Gucht, D.3
  • 12
    • 0033640901 scopus 로고    scopus 로고
    • "Comparison of Algorithms that Select Features for Pattern Recognition"
    • M. Kudo and J. Sklansky, "Comparison of Algorithms that Select Features for Pattern Recognition," Pattern Recognition, vol. 33, no. 1, pp. 25-41, 2000.
    • (2000) Pattern Recognition , vol.33 , Issue.1 , pp. 25-41
    • Kudo, M.1    Sklansky, J.2
  • 13
    • 0033220766 scopus 로고    scopus 로고
    • "Nearest Neighbor Classifier: Simultaneous Editing and Feature Selection"
    • L.I. Kuncheva and L.C. Jain, "Nearest Neighbor Classifier: Simultaneous Editing and Feature Selection," Pattern Recognition Letters, vol. 20, pp. 1149-1156, 1999.
    • (1999) Pattern Recognition Letters , vol.20 , pp. 1149-1156
    • Kuncheva, L.I.1    Jain, L.C.2
  • 14
    • 85061066913 scopus 로고
    • "Selection of Relevant Features in Machine Learning"
    • P. Langley, "Selection of Relevant Features in Machine Learning," Proc. AAAI Fall Symp. Relevance, pp. 1-5, 1994.
    • (1994) Proc. AAAI Fall Symp. Relevance , pp. 1-5
    • Langley, P.1
  • 19
    • 0003408496 scopus 로고
    • "UCI Repository for Machine Learning Databases"
    • technical report, Dept. of Information and Computer Science, Univ. of California, Irvine, Calif
    • P.M. Murphy and D.W. Aha, "UCI Repository for Machine Learning Databases," technical report, Dept. of Information and Computer Science, Univ. of California, Irvine, Calif., 1994, http://www.ics.uci. edu/mlearn/MLRepository.html.
    • (1994)
    • Murphy, P.M.1    Aha, D.W.2
  • 20
    • 0017535866 scopus 로고
    • "A Branch and Bound Algorithm for Feature Subset Selection"
    • Sept
    • P.M. Narendra and K. Fukunaga, "A Branch and Bound Algorithm for Feature Subset Selection," IEEE Trans. Computers, vol. 26, no. 9, pp. 917-922, Sept. 1977.
    • (1977) IEEE Trans. Computers , vol.26 , Issue.9 , pp. 917-922
    • Narendra, P.M.1    Fukunaga, K.2
  • 21
    • 0001815298 scopus 로고    scopus 로고
    • "Distance Features for Neural Network-Based Recognition of Handwritten Characters"
    • I.-S. Oh and C.Y. Suen, "Distance Features for Neural Network-Based Recognition of Handwritten Characters," Int'l J. Document Analysis and Recognition, vol. 1, no. 2, pp. 73-88, 1998.
    • (1998) Int'l. J. Document Analysis and Recognition , vol.1 , Issue.2 , pp. 73-88
    • Oh, I.-S.1    Suen, C.Y.2
  • 22
    • 0033211104 scopus 로고    scopus 로고
    • "Analysis of Class Separation and Combination of Class-Dependent Features for Handwriting Recognition"
    • Oct
    • I.-S. Oh, J.-S. Lee, and C.Y. Suen, "Analysis of Class Separation and Combination of Class-Dependent Features for Handwriting Recognition," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 21, no. 10, pp. 1089-1094, Oct. 1999.
    • (1999) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.21 , Issue.10 , pp. 1089-1094
    • Oh, I.-S.1    Lee, J.-S.2    Suen, C.Y.3
  • 24
    • 0031612385 scopus 로고    scopus 로고
    • "Evaluating Feature Selection Methods for Learning in Data Mining Applications"
    • S. Piramuthu, "Evaluating Feature Selection Methods for Learning in Data Mining Applications," Proc. 31st Ann. Hawaii Int'l Conf. System Science, pp. 294-301, 1998.
    • (1998) Proc. 31st Ann. Hawaii Int'l. Conf. System Science , pp. 294-301
    • Piramuthu, S.1
  • 29
    • 0024895461 scopus 로고
    • "A Note on Genetic Algorithms for Large-Scale Feature Selection"
    • W. Siedlecki and J. Sklansky, "A Note on Genetic Algorithms for Large-Scale Feature Selection," Pattern Recognition Letters, vol. 10, pp. 335-347, 1989.
    • (1989) Pattern Recognition Letters , vol.10 , pp. 335-347
    • Siedlecki, W.1    Sklansky, J.2
  • 30
    • 0032028297 scopus 로고    scopus 로고
    • "Feature Subset Selection Using a Genetic Algorithm"
    • J.H. Yang and V. Honavar, "Feature Subset Selection Using a Genetic Algorithm," IEEE Intelligent Systems, vol. 13, no. 2, pp. 44-49, 1998.
    • (1998) IEEE Intelligent Systems , vol.13 , Issue.2 , pp. 44-49
    • Yang, J.H.1    Honavar, V.2
  • 31
    • 0027610652 scopus 로고
    • "A More Efficient Branch and Bound Algorithm for Feature Selection"
    • B. Yu and B. Yuan, "A More Efficient Branch and Bound Algorithm for Feature Selection," Pattern Recognition, vol. 26, no. 6, pp. 883-889, 1993.
    • (1993) Pattern Recognition , vol.26 , Issue.6 , pp. 883-889
    • Yu, B.1    Yuan, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.