V. Santos Costa, A. Srinivasan, R. Camacho, H. Blockeel, B. Demoen, G. Janssens, J. Struyf, H. Vandecasteele & W. Van Laer (2003). Query transformations for improving the efficiency of ILP systems, J. Machine Learning Research, 4:465-491. Home/Search Document Details and Download
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From Propositional to First Order Logic in Machine Learning and.. - Van Laer (2002) (1 citation) (Correct)
....save the list of examples for which the query is true) For systems performing an exhaustive search, this is not always feasible. In this case, the cut and the once transformation are very useful. Currently, the work on query transformations is being refined and optimized into a combined paper [Santos Costa et at. 2002]. The paper includes the analysis of the transformations (including another one, the theta transformation, which removes redundant literals in a query) an overview of possible combina tions of the different transformations and some experimental results with ACE. Similarly, results regarding the ....
V. Santos Costa, A. Srinivasan, R. Camacho, H. Blockeel, B. Demoen, G. Janssens, J. Struyf, H. Vandecasteele, and W. Van Laer. Query transformations for improving the efficiency of ILP systems. Journal of Machine Learning Research, 2002. Submitted.
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V. Santos Costa, A. Srinivasan, R. Camacho, H. Blockeel, B. Demoen, G. Janssens, J. Struyf, H. Vandecasteele & W. Van Laer (2003). Query transformations for improving the efficiency of ILP systems, J. Machine Learning Research, 4:465-491.
A Multi-Relational Decision Tree Learning Algorithm -.. - Atramentov, Leiva.. (2003) (3 citations) (Correct)
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Santos Costa et al.: Query Transformations for Improving the Efficiency of ILP Systems. In: Journal of Machine Learning Research (2002)
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