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Abstract: This paper tackles the problem that methods for propositionalization and feature construction in first-order logic to date construct features in a rather unspecific way. That is, they do not construct features "on demand", but rather in advance and without detecting the need for a representation change. Even if structural features are required, current methods do not construct these features in a goal-directed fashion. In previous work, we presented... (Update)
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BibTeX entry: (Update)
S. Kramer. Demand-driven Construction of Structural Features in ILP. Proc. 11th Int. Conf. on Inductive Logic Programming (ILP), 2001. http://citeseer.ist.psu.edu/kramer01demanddriven.html More
@article{ kramer01demanddriven,
author = "Stefan Kramer",
title = "Demand-Driven Construction of Structural Features in {ILP}",
journal = "Lecture Notes in Computer Science",
volume = "2157",
pages = "132+",
year = "2001",
url = "citeseer.ist.psu.edu/kramer01demanddriven.html" }
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274 Generalization as search (context) - Mitchell - 1982
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27 Generating Accurate Rule Sets Without Global Optimization - Frank, Witten - 1998
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9 Bottom-Up Propositionalization - Kramer, Frank - 2000
8 Demand-driven concept formation (context) - Wrobel - 1989
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2 Lazy propositionalization for relational learning (context) - Alphonse, Rouveirol - 2000
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