• DOI:10.1023/A:1008171016861
Corpus ID: 3055046

Warmr: a data mining tool for chemical data

@article{King2001WarmrAD,
  title={Warmr: a data mining tool for chemical data},
  author={R. King and A. Srinivasan and L. Dehaspe},
  journal={Journal of Computer-Aided Molecular Design},
  year={2001},
  volume={15},
  pages={173-181}
}

R. King, A. Srinivasan, L. Dehaspe

Published 2001

Computer Science, Medicine

Journal of Computer-Aided Molecular Design

Data mining techniques are becoming increasingly important in chemistry as databases become too large to examine manually. [...] Key Method Data mining was used to find all frequent substructures in the database, and knowledge of these frequent substructures is shown to add value to the database. One use of the frequent substructures was to convert them into probabilistic prediction rules relating compound description to carcinogenesis. These rules were found to be accurate on test data, and to give some…Expand Abstract

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