M.-A. Krogel, S. Rawles, F. Zelezny, P. A. Flach, N. Lavrac, S. Wrobel  Home/Search
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Abstract: Propositionalization has already been shown to be a particularly promising approach for robustly and effectively handling relational data sets for knowledge discovery. In this paper, we compare up-to-date methods for propositionalization from two main groups: logic-oriented and databaseoriented techniques. Experiments using several learning tasks - both ILP benchmarks and tasks from recent international data mining competitions - show that both groups have their specific advantages.... (Update)
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BibTeX entry: (Update)
M. A. Krogel, S. Rawles, F. Zelezny, P. A. Flach, N. Lavrac, and S. Wrobel. Comparative evaluation of approaches to propositionalization. In Proceedings of the 13th Int. Conference on Inductive Logic Programming. Springer-Verlag, 2003. http://citeseer.ist.psu.edu/article/krogel03comparative.html More
@misc{ krogel03comparative,
author = "M. Krogel and S. Rawles and F. Zelezny and P. Flach and N. Lavrac and S.
Wrobel",
title = "Comparative evaluation of approaches to propositionalization",
text = "M. A. Krogel, S. Rawles, F. Zelezny, P. A. Flach, N. Lavrac, and S. Wrobel.
Comparative evaluation of approaches to propositionalization. In Proceedings
of the 13th Int. Conference on Inductive Logic Programming. Springer-Verlag,
2003.",
year = "2003",
url = "citeseer.ist.psu.edu/article/krogel03comparative.html" }
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