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Volumn 1810, Issue , 2000, Pages 109-116

Diversity versus quality in classification ensembles based on feature selection

Author keywords

[No Author keywords available]

Indexed keywords

ENTROPY; MACHINE LEARNING;

EID: 84974722422     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-45164-1_12     Document Type: Conference Paper
Times cited : (158)

References (10)
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    • 0001918655 scopus 로고
    • Feature selection for case-based classification of cloud types: An empirical comparison
    • D. W. Aha (Ed.), Menlo Park, CA: AAAI Press. (NCARAITR: AIC-94-011)
    • Aha, D. W., & Bankert, R. L., Feature selection for case-based classification of cloud types: An empirical comparison. In D. W. Aha (Ed.) Case-Based Reasoning: Papers from the 1994 Workshop (Technical Report WS-94-01). Menlo Park, CA: AAAI Press. (NCARAITR: AIC-94-011), 1994.
    • (1994) Case-Based Reasoning: Papers from the 1994 Workshop (Technical Report WS-94-01)
    • Aha, D.W.1    Bankert, R.L.2
  • 2
    • 0343408328 scopus 로고    scopus 로고
    • Using introspective learning to improve retrieval in CBR: A case study in air traffic control, Case-Based Reasoning Research and Development
    • D.B. Leake and E. Plaza Eds., Springer Verlag, Lecture Notes in Artificial Intelligence
    • Bonzano A., Cunningham P., Smyth B., Using introspective learning to improve retrieval in CBR: A case study in air traffic control, Case-Based Reasoning Research and Development, Proceedings of the 1997 International Conference on Case-Based Reasoning, D.B. Leake and E. Plaza Eds., Springer Verlag, Lecture Notes in Artificial Intelligence, pp.291-302, 1997.
    • (1997) Proceedings of the 1997 International Conference on Case-Based Reasoning , pp. 291-302
    • Bonzano, A.1    Cunningham, P.2    Smyth, B.3
  • 4
    • 0002678783 scopus 로고    scopus 로고
    • Genetic Approach for Feature Selection for Ensemble Creation
    • Banzhaf,W.,Daida,J.,Eiben,A.E.,Garzon,M.H., Honavar, V., Jakiela, M., & Smith, R. E. (eds.). Orlando, Florida USA, San Francisco, CA: Morgan Kaufmann
    • Guerra-Salcedo, C., Whitley, D., Genetic Approach for Feature Selection for Ensemble Creation. in GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, Banzhaf,W.,Daida,J.,Eiben,A.E.,Garzon,M.H., Honavar, V., Jakiela, M., & Smith, R. E. (eds.). Orlando, Florida USA, pp236-243, San Francisco, CA: Morgan Kaufmann, 1999.
    • (1999) GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference , pp. 236-243
    • Guerra-Salcedo, C.1    Whitley, D.2
  • 5
    • 1642543604 scopus 로고    scopus 로고
    • Feature Selection Mechanisms for Ensemble Creation: A Genetic Search Perspective
    • Papers from the AAAI Workshop. Alex A. Freitas (Ed.) Technical Report WS-99-06. AAAI Press
    • Guerra-Salcedo, C., Whitley, D., Feature Selection Mechanisms for Ensemble Creation: A Genetic Search Perspective, in Data Mining with Evolutionary Algorithms: Research Directions. Papers from the AAAI Workshop. Alex A. Freitas (Ed.) Technical Report WS-99-06. AAAI Press, 1999.
    • (1999) Data Mining with Evolutionary Algorithms: Research Directions
    • Guerra-Salcedo, C.1    Whitley, D.2
  • 7
  • 8
    • 85054435084 scopus 로고
    • Neural Network Ensembles, Cross Validation and Active Learning
    • G.Tesauro, D.S. Touretsky, T. K. Leen, eds., MIT Press, Cambridge MA
    • Krogh, A., Vedelsby, J., Neural Network Ensembles, Cross Validation and Active Learning, in Advances in Neural Information Processing Systems 7, G.Tesauro, D.S. Touretsky, T. K. Leen, eds., pp231-238, MIT Press, Cambridge MA, 1995.
    • (1995) In Advances in Neural Information Processing Systems 7 , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 10
    • 0031073477 scopus 로고    scopus 로고
    • A review and empirical evaluation of feature weighting methods for a class of lazy learning algorithms
    • Wettschereck, D., Aha, D. W., & Mohri, T. A review and empirical evaluation of feature weighting methods for a class of lazy learning algorithms. Artificial Intelligence Review, pp273-314, Vol. 11, Nos. 1-5, 1997.
    • (1997) Artificial Intelligence Review , vol.11 , Issue.1-5 , pp. 273-314
    • Wettschereck, D.1    Aha, D.W.2    Mohri, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.