Titlebook: Genetic Programming; 5th European Confere James A. Foster,Evelyne Lutton,Andrea Tettamanzi Conference proceedings 2002 Springer-Verlag Berl

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Explicit Control of Diversity and Effective Variation Distance in Linear Genetic Programmingenotype form a necessary condition for analyzing structural differences between genetic programs and for the two objectives of this paper: (i) Distance information between individuals is used to control structural diversity of population individuals actively by a two-level tournament selection. (ii)

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Combining Decision Trees and Neural Networks for Drug Discoveryyield superior ensembles. We combine decision trees (C4.5) and artificial neural networks (ANN) on a difficult pharmaceutical data mining (KDD) drug discovery application. Specifically predicting inhibition of a P450 enzyme. Training data came from high throughput screening (HTS) runs. The evolved m

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