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MCS
2004
Springer
15 years 11 months ago
Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule
Despite the good results provided by Dynamic Classifier Selection (DCS) mechanisms based on local accuracy in a large number of applications, the performances are still capable of ...
Luca Didaci, Giorgio Giacinto
FSS
2008
134views more  FSS 2008»
15 years 6 months ago
A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets
In the field of classification problems, we often encounter classes with a very different percentage of patterns between them, classes with a high pattern percentage and classes w...
Alberto Fernández, Salvador García, ...
IJCAI
1997
15 years 7 months ago
Machine Learning Techniques to Make Computers Easier to Use
Identifying user-dependent information that can be automatically collected helps build a user model by which 1) to predict what the user wants to do next and 2) to do relevant pre...
Hiroshi Motoda, Kenichi Yoshida
SAC
2006
ACM
16 years 10 days ago
Trading services in ontology-driven markets
In recent years, Web Services have become the key technology for building flexible and interoperable computing infrastructure. However, to realize the vision of a full-fletched ...
Steffen Lamparter, Björn Schnizler
ICWS
2004
IEEE
15 years 7 months ago
Managing Asynchronous Web Services Interactions
Asynchronous interactions are becoming more and more important in the implementation of complex B2B Web applications. This paper addresses correlation and coordination issues invo...
Marco Brambilla, Stefano Ceri, Mario Passamani, Al...