Can I read Multiple classifier systems : 4th international workshop, MCS 2003, Guildford, UK, June 11-13, 2003 : proceedings on EtoBox?

Multiple classifier systems : 4th international workshop, MCS 2003, Guildford, UK, June 11-13, 2003 : proceedings by Mohamed S. Kamel, Nayer M. Wanas (auth.), Terry Windeatt, Fabio Roli (eds.) is a nonfiction available to read on EtoBox.

What is Multiple classifier systems : 4th international workshop, MCS 2003, Guildford, UK, June 11-13, 2003 : proceedings about?

This Book Constitutes The Refereed Proceedings Of The 4th International Workshop On Multiple Classifier Systems, Mcs 2003, Held In Guildford, Uk In June 2003. The 40 Revised Full Papers Presented With One Invited Paper Were Carefully Reviewed And Selected For Presentation. The Papers Are Organized In Topical Sections On Boosting, Combination Rules, Multi-class Methods, Fusion Schemes And Architectures, Neural Network Ensembles, Ensemble Strategies, And Applications Invited Paper -- Data Dependence In Combining Classifiers -- Boosting -- Boosting With Averaged Weight Vectors -- Error Bounds For Aggressive And Conservative Adaboost -- An Empirical Comparison Of Three Boosting Algorithms On Real Data Sets With Artificial Class Noise -- The Beneficial Effects Of Using Multi-net Systems That Focus On Hard Patterns -- Combination Rules -- The Behavior Knowledge Space Fusion Method: Analysis Of Generalization Error And Strategies For Performance Improvement -- Reducing The Overconfidence Of Base Classifiers When Combining Their Decisions -- Linear Combiners For Classifier Fusion: Some Theoretical And Experimental Results -- Comparison Of Classifier Selection Methods For Improving Committe

Who reads Multiple classifier systems : 4th international workshop, MCS 2003, Guildford, UK, June 11-13, 2003 : proceedings?

Author

Mohamed S. Kamel, Nayer M. Wanas (auth.), Terry Windeatt, Fabio Roli (eds.)

Publisher

Springer-Verlag Berlin Heidelberg

Published

2003

Language

EN

ISBN

9788354044932

Category

nonfiction

Subjects

Science, Mathematics, Management