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138
Voted
GECCO
2009
Springer
15 years 10 months ago
2009
Springer
In this paper, we evaluate the performance of ten well-known evolutionary and non-evolutionary rule learning algorithms. The comparative study is performed on a real-world classiļ...
126
Voted
GECCO
2007
Springer
15 years 9 months ago
2007
Springer
We analyze generalization and learning in XCS with gradient descent. At ļ¬rst, we show that the addition of gradient in XCS may slow down learning because it indirectly decreases...
203
Voted
IWCLS
2007
Springer
15 years 9 months ago
2007
Springer
Learning Classifier Systems use evolutionary algorithms to facilitate rule- discovery, where rule fitness is traditionally payoff based and assigned under a sharing scheme. Most c...
117
Voted
ITICSE
2005
ACM
15 years 9 months ago
2005
ACM
Recent research has shown that a studentās learning style ā essentially, the way a student approaches and masters new material ā can affect student performance in introducto...
157
Voted
MIR
2005
ACM
15 years 9 months ago
2005
ACM
Concept drifting is an important and challenging research issue in the field of machine learning. This paper mainly addresses the issue of semantic concept drifting in time series...