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GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
14 years 3 months ago
Towards clustering with XCS
This paper presents a novel approach to clustering using an accuracy-based Learning Classifier System. Our approach achieves this by exploiting the generalization mechanisms inher...
Kreangsak Tamee, Larry Bull, Ouen Pinngern
PKDD
2007
Springer
109views Data Mining» more  PKDD 2007»
14 years 3 months ago
Matching Partitions over Time to Reliably Capture Local Clusters in Noisy Domains
Abstract. When seeking for small clusters it is very intricate to distinguish between incidental agglomeration of noisy points and true local patterns. We present the PAMALOC algor...
Frank Höppner, Mirko Böttcher
PKDD
2007
Springer
196views Data Mining» more  PKDD 2007»
14 years 3 months ago
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
Gert Van Dijck, Marc M. Van Hulle
CRV
2005
IEEE
143views Robotics» more  CRV 2005»
14 years 3 months ago
Controlling Camera and Lights for Intelligent Image Acquisition and Merging
Docking craft in space and guiding mining machines are areas that often use remote video cameras equipped with one or more controllable light sources. In these applications, the p...
Olena Borzenko, Yves Lespérance, Michael R....
EUROGP
2005
Springer
156views Optimization» more  EUROGP 2005»
14 years 3 months ago
Evolving Rules for Document Classification
We describe a novel method for using Genetic Programming to create compact classification rules based on combinations of N-Grams (character strings). Genetic programs acquire fitne...
Laurence Hirsch, Masoud Saeedi, Robin Hirsch