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185
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GECCO
2009
Springer
16 years 1 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...
170
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GECCO
2007
Springer
16 years 23 days 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...
260
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IWCLS
2007
Springer
16 years 22 days 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...
159
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ITICSE
2005
ACM
16 years 5 days 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...
194
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MIR
2005
ACM
16 years 5 days 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...