Hendrik Blockeel, Bart Demoen, Gerda Janssens, Henk Vandecasteele, Wim Van Laer  Home/Search
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Abstract: Relatively simple transformations can speed up the execution of queries for data mining considerably and therefore ILP systems have since long used such optimisations. A recent publication brought to light that little is widely known on what implementations actually do. This paper describes optimizing query transformations that are implemented in existing systems as well as new transformations. Together they improve on some published simple transformations and offer a context which generalizes... (Update)
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BibTeX entry: (Update)
H. Blockeel, B. Demoen, G. Janssens, H. Van- decasteele, and W. Van Laer. Two advanced transformations for improving the efficiency of an ILP system. In loth International Conference on Inductive Logic Programming, Work-in-Progress Reports, pages 43-59, London, UK, July 2000. http://citeseer.ist.psu.edu/blockeel00two.html More
@inproceedings{ blockeel00two,
author = "Hendrik Blockeel and Bart Demoen and Gerda Janssens and Henk Vandecasteele and Wim Van Laer",
title = "Two Advanced Transformations for Improving the Efficiency of an {ILP} System",
booktitle = "Proceedings of the Work-in-Progress Track at the 10th International Conference on Inductive Logic Programming",
editor = "J. Cussens and A. Frisch",
pages = "43--59",
year = "2000",
url = "citeseer.ist.psu.edu/blockeel00two.html" }
Citations (may not include all citations):69 Top-down induction of first order logical decision trees - Blockeel - 1998
69 Top-down induction of first order logical decision trees - Blockeel, De Raedt - 1998
40 Effectiveness of Global Analysis in Strict Independence-Base.. (context) - Bueno, de la et al. - 1994
38 Data Mining and Knowledge Discovery (context) - Dehaspe, Toivonen et al. - 1999
29 Inductive constraint logic (context) - De Raedt, Van Laer - 1995
19 Executing query packs in ILP - Blockeel, Demoen et al. - 2000
16 Extending the WAM for Intelligent Backtracking (context) - Codognet, Sola - 1991
11 Department of Computer Science (context) - Naish, logic et al. - 1995
5 Automatic Compile-time Parallelization of Logic Programs for.. (context) - Muthukumar, Bueno et al. - 1999
3 Static Analysis of Logic Programmings for Independent AND-Pa.. (context) - Jacobs, Langen - 1992
1 Vandecasteele Executing query flocks for ILP (context) - Demoen, Janssens - 1999
1 Elsevier - North-Holland (context) - Cousot, Abstract et al. - 1992
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