Machine Learning: ECML 2004: 15th European Conference on Machine Learning, Pisa, Italy, September 20-24, 2004, Proceedings

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Jean-Francois Boulicaut, Floriana Esposito, Fosca Giannotti, Dino Pedreschi
Springer, Nov 10, 2004 - Machine learning - 580 pages
This book constitutes the refereed proceedings of the 15th European Conference on Machine Learning, ECML 2004, held in Pisa, Italy, in September 2004, jointly with PKDD 2004. The 45 revised full papers and 6 revised short papers presented together with abstracts of 5 invited talks were carefully reviewed and selected from 280 papers submitted to ECML and 107 papers submitted to both, ECML and PKDD. The papers present a wealth of new results in the area and address all current issues in machine learning.

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Contents

Invited Papers
1
RealWorld Learning with Markov Logic Networks
17
Applying Support Vector Machines to Imbalanced Datasets
39
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