Hendrik Blockeel, Saso Dzeroski, Boris Kompare, Stefan Kramer, Bernhard Pfahringer, Wim Van Laer  Home/Search
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Abstract: This paper is concerned with the use of AI techniques in ecology. More speci cally, we present a novel application of inductive logic programming (ILP) in the area of quantitative structure-activity relationships (QSARs). The activity we want to predict is the biodegradability of chemical compounds in water. In particular, the target variable is the half-life for aerobic aqueous biodegradation. Structural descriptions of chemicals in terms of atoms and bonds are derived from the chemicals'... (Update)
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BibTeX entry: (Update)
S. Dzeroski, H. Blockeel, S. Kramer, B. Kompare, B. Pfahringer, and W. Van Laer. Experiments in predicting biodegradability. In S. Dzeroski and P. Flach, editors, Proceedings of the Ninth International Workshop on Inductive Logic Programming, volume 1634 of Lecture Notes in Artificial Intelligence, pages 80--91. Springer-Verlag, 1999. http://citeseer.ist.psu.edu/blockeel04experiments.html More
@misc{ dzeroski99experiments,
author = "S. Dzeroski and H. Blockeel and S. Kramer and B. Kompare and B. Pfahringer
and W. Van Laer",
title = "Experiments in predicting biodegradability",
text = "S. Dzeroski, H. Blockeel, S. Kramer, B. Kompare, B. Pfahringer, and W.
Van Laer. Experiments in predicting biodegradability. In S. Dzeroski and
P. Flach, editors, Proceedings of the Ninth International Workshop on Inductive
Logic Programming, volume 1634 of Lecture Notes in Artificial Intelligence,
pages 80--91. Springer-Verlag, 1999.",
year = "1999",
url = "citeseer.ist.psu.edu/blockeel04experiments.html" }
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