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bagging, boosting

本文将介绍Offline Bagging,Offline Boosting,adaboost,Online Bagging,Online Boosting,Offline Boosting应用于特征选择,Online Boosting应用于特征选择等算法。

bagging, boosting
bagging, boosting
bagging, boosting
bagging, boosting
bagging, boosting

参考文献

[1]    Breiman L. Bagging predictors[J]. Machine learning, 1996, 24(2): 123-140.

[2]    Freund Y, Schapire R E. A desicion-theoretic generalization of on-line learning and an application to boosting[C]//European conference on computational learning theory: Springer, 1995,  p. 23-37.

[3]    Oza N C. Online bagging and boosting[C]//Systems, man and cybernetics, 2005 IEEE international conference on: IEEE, 2005,  p. 2340-2345.

[4]    Oza N C, Russell S, Online ensemble learning [M]: University of California, Berkeley, 2001

[5]    Tieu K, Viola P. Boosting image retrieval[J]. International Journal of Computer Vision, 2004, 56(1-2): 17-36.

[6]    Grabner H, Bischof H. On-line boosting and vision[C]//Computer Vision and Pattern Recognition, 2006 IEEE Computer Society Conference on: IEEE, 2006,  p. 260-267.

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