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Volumn , Issue , 2012, Pages 715-724

Ensemble pruning via constrained eigen-optimization

Author keywords

Ensemble pruning; Optimization

Indexed keywords

BASE LEARNERS; COMBINATORIAL OPTIMIZATION PROBLEMS; COMPUTATIONAL COSTS; ENSEMBLE LEARNING; ENSEMBLE PRUNING; GENERALIZATION PERFORMANCE; MEMORY CONSUMPTION; PREDICTION PERFORMANCE;

EID: 84874074293     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2012.97     Document Type: Conference Paper
Times cited : (12)

References (27)
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    • Y. Freund and R. E. Schapire, "A decision-theoretic generalization of on-line learning and an application to boosting," Journal of Computer and System Sciences, 1997.
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    • Freund, Y.1    Schapire, R.E.2
  • 11
    • 0037337904 scopus 로고    scopus 로고
    • Clustering ensembles of neural network models
    • B. Bakker and T. Heskes, "Clustering ensembles of neural network models," Neural Networks, vol. 16, 2003.
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    • Bakker, B.1    Heskes, T.2
  • 17
    • 0036567392 scopus 로고    scopus 로고
    • Ensembling neural networks: Many could be better than all
    • Z.-H. Zhou, J. Wu, and W. Tang, "Ensembling neural networks: Many could be better than all," Artificial Intelligence, vol. 137, 2002.
    • (2002) Artificial Intelligence , vol.137
    • Zhou, Z.-H.1    Wu, J.2    Tang, W.3
  • 22
    • 0003254250 scopus 로고
    • Interior-point polynomial algorithms in convex programming
    • Y. Nesterov and A. Nemirovskii, "Interior-point polynomial algorithms in convex programming," SIAM, 1994.
    • (1994) SIAM
    • Nesterov, Y.1    Nemirovskii, A.2
  • 27
    • 0033296299 scopus 로고    scopus 로고
    • Using SeDuMi 1.02, a Matlab toolbox for optimization over symmetric cones
    • J. Sturm, "Using SeDuMi 1.02, a Matlab toolbox for optimization over symmetric cones." Optimization Methods and Software, vol. 11-12, 1999
    • (1999) Optimization Methods and Software , vol.11-12
    • Sturm, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.