Representational/Efficiency Issues In Toxicological Knowledge Discovery

Bernhard Pfahringer, Eva Gottmann, Stefan Kramer, Christoph Helma

We tackle the problem of automatic detection of Structure- Activity relationships by means of Inductive Logic Programming (ILP). We describe an algorithm for constructing features from background knowledge (stochastic propositionalization - SP) and an abstract level representation for chemical compounds.

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