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» Using Rough Sets as Tools for Knowledge Discovery
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BMCBI
2010
188views more  BMCBI 2010»
15 years 20 days ago
CDK-Taverna: an open workflow environment for cheminformatics
Background: Small molecules are of increasing interest for bioinformatics in areas such as metabolomics and drug discovery. The recent release of large open access chemistry datab...
Thomas Kuhn, Egon L. Willighagen, Achim Zielesny, ...
119
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DASFAA
2005
IEEE
171views Database» more  DASFAA 2005»
15 years 6 months ago
Mining Succinct Systems of Minimal Generators of Formal Concepts
Formal concept analysis has become an active field of study for data analysis and knowledge discovery. A formal concept C is determined by its extent (the set of objects that fall...
Guozhu Dong, Chunyu Jiang, Jian Pei, Jinyan Li, Li...
100
Voted
MCS
2002
Springer
15 years 6 days ago
Combining Classifiers of Pesticides Toxicity through a Neuro-fuzzy Approach
The increasing amount and complexity of data in toxicity prediction calls for new approaches based on hybrid intelligent methods for mining the data. This focus is required even mo...
Emilio Benfenati, Paolo Mazzatorta, Daniel Neagu, ...
BMCBI
2005
124views more  BMCBI 2005»
15 years 13 days ago
Tools enabling the elucidation of molecular pathways active in human disease: Application to Hepatitis C virus infection
Background: The extraction of biological knowledge from genome-scale data sets requires its analysis in the context of additional biological information. The importance of integra...
David J. Reiss, Iliana Avila-Campillo, Vesteinn Th...
131
Voted
HIPC
1999
Springer
15 years 4 months ago
High Performance Data Mining
Abstract. Recent times have seen an explosive growth in the availability of various kinds of data. It has resulted in an unprecedented opportunity to develop automated data-driven ...
Vipin Kumar, Jaideep Srivastava