243
Voted
ILP
16 years 1 months ago
2004 Springer 
For the last ten years a lot of work has been devoted to propositionalization techniques in relational learning. These techniques change the representation of relational problems t...
240
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ILP
16 years 1 months ago
2004 Springer 
One challenge faced by many Inductive Logic Programming (ILP) systems is poor scalability to problems with large search spaces and many examples. Randomized search methods such as ...
216
Voted
ILP
16 years 1 months ago
2004 Springer 
Abstract. This paper introduces Deft, a new multitask learning approach for rule learning algorithms. Like other multitask learning systems, the one proposed here is able to improv...
212
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ILP
16 years 1 months ago
2004 Springer
Many domains in the field of Inductive Logic Programming (ILP) involve highly unbalanced data. Our research has focused on Information Extraction (IE), a task that typically invol...
209
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ILP
16 years 1 months ago
2004 Springer
Abstract. In this paper, we study how a logical form of scientific modelling that integrates together abduction and induction can be used to understand the functional class of unk...
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Automated Reasoning