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» Finding Frequent Substructures in Chemical Compounds
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KDD
1998
ACM
95views Data Mining» more  KDD 1998»
13 years 9 months ago
Finding Frequent Substructures in Chemical Compounds
Luc Dehaspe, Hannu Toivonen, Ross D. King
ICDM
2003
IEEE
154views Data Mining» more  ICDM 2003»
13 years 10 months ago
Frequent Sub-Structure-Based Approaches for Classifying Chemical Compounds
In this paper we study the problem of classifying chemical compound datasets. We present a sub-structure-based classification algorithm that decouples the sub-structure discovery...
Mukund Deshpande, Michihiro Kuramochi, George Kary...
ICDM
2002
IEEE
91views Data Mining» more  ICDM 2002»
13 years 9 months ago
Mining Molecular Fragments: Finding Relevant Substructures of Molecules
We present an algorithm to find fragments in a set of molecules that help to discriminate between different classes of, for instance, activity in a drug discovery context. Instea...
Christian Borgelt, Michael R. Berthold
BMCBI
2008
130views more  BMCBI 2008»
13 years 4 months ago
FAF-Drugs2: Free ADME/tox filtering tool to assist drug discovery and chemical biology projects
Background: Drug discovery and chemical biology are exceedingly complex and demanding enterprises. In recent years there are been increasing awareness about the importance of pred...
David Lagorce, Olivier Sperandio, Hervé Gal...
ICML
2007
IEEE
14 years 5 months ago
Entire regularization paths for graph data
Graph data such as chemical compounds and XML documents are getting more common in many application domains. A main difficulty of graph data processing lies in the intrinsic high ...
Koji Tsuda