A generalized adaptive ensemble generation and aggregation approach for multiple classifier systems

Author:

Chen Lei,Kamel Mohamed S.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference44 articles.

1. Pattern Classification;Duda,2000

2. Elements of Statistical Learning: Data Mining, Inference, and Prediction;Hastie,2001

3. On combining classifiers;Kittler;IEEE Trans. Pattern Anal. Mach. Intell.,1998

4. J. Ghosh, Multiclassifier systems: back to the future, in: MCS 2002, Lecture Notes in Computer Science, vol. 2364, 2002, Springer, Berlin, pp. 1–15.

5. A.J.C. Sharkey, N.E. Sharkey, Diversity, selection and ensembles of artificial neural nets, in: Proceedings of Third International Conference on Neural Networks and their Applications, IUSPIM, 1997, pp. 205–212.

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