Multiple Classifier Systems: Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001 Proceedings

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Josef Kittler, Fabio Roli
Springer, Aug 9, 2001 - Machine learning - 456 pages
This book constitutes the refereed proceedings of the Second International Workshop on Multiple Classifier Systems, MCS 2001, held in Cambridge, UK in July 2001. The 44 revised papers presented were carefully reviewed and selected for presentation. The book offers topical sections on bagging and boosting, MCS design methodology, ensemble classifiers, feature spaces for MCS, MCS in remote sensing, one class MCS and clustering, and combination strategies.

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Contents

Bagging and Boosting
1
A Generalized Class of Boosting Algorithms Based on Recursive Decoding
22
Learning Classification RBF Networks by Boosting
43
Copyright

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