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Volumn 7106 LNAI, Issue , 2011, Pages 192-202

Ensemble learning and pruning in multi-objective genetic programming for classification with unbalanced data

Author keywords

[No Author keywords available]

Indexed keywords

DATA SETS; DIVERSE ENSEMBLES; ENSEMBLE LEARNING; MULTI OBJECTIVE; NONDOMINATED SOLUTIONS; PRUNING METHODS; UNBALANCED DATA;

EID: 83755196700     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-25832-9_20     Document Type: Conference Paper
Times cited : (15)

References (13)
  • 1
    • 1442275185 scopus 로고    scopus 로고
    • Learning when training data are costly: The effect of class distribution on tree induction
    • Weiss, G.M., Provost, F.: Learning when training data are costly: The effect of class distribution on tree induction. Journal of Artificial Intelligence Research 19, 315-354 (2003)
    • (2003) Journal of Artificial Intelligence Research , vol.19 , pp. 315-354
    • Weiss, G.M.1    Provost, F.2
  • 4
    • 70449404908 scopus 로고    scopus 로고
    • Diversity exploration and negative correlation learning on imbalanced data sets
    • Wang, S., Tang, K., Yao, X.: Diversity exploration and negative correlation learning on imbalanced data sets. In: International Joint Conference on Neural Networks, pp. 3259-3266 (2009)
    • (2009) International Joint Conference on Neural Networks , pp. 3259-3266
    • Wang, S.1    Tang, K.2    Yao, X.3
  • 6
    • 27144528137 scopus 로고    scopus 로고
    • Differential negative reinforcement improves classifier system learning rate in two-class problems with unequal base rates
    • Koza, J.R., Banzhaf, W., Chellapilla, K., et al. (eds.)
    • Holmes, J.H.: Differential negative reinforcement improves classifier system learning rate in two-class problems with unequal base rates. In: Koza, J.R., Banzhaf, W., Chellapilla, K., et al. (eds.) Genetic Programming 1998: Proceedings of the Third Annual Conference, pp. 635-644 (1998)
    • (1998) Genetic Programming 1998: Proceedings of the Third Annual Conference , pp. 635-644
    • Holmes, J.H.1
  • 12
    • 36948999941 scopus 로고    scopus 로고
    • University of California, Irvine, School of Information and Computer Sciences
    • Asuncion, A., Newman, D.: UCI Machine Learning Repository, University of California, Irvine, School of Information and Computer Sciences (2007), http://www.ics.uci.edu/~mlearn/MLRepository.html
    • (2007) UCI Machine Learning Repository
    • Asuncion, A.1    Newman, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.