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» Towards knowledge-based gene expression data mining
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PKDD
2007
Springer
196views Data Mining» more  PKDD 2007»
14 years 2 months ago
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
Gert Van Dijck, Marc M. Van Hulle
SEMWEB
2009
Springer
14 years 3 months ago
Developing an Ontology from the Application Up
 The  biomedical  ontology  community  is  producing  ontologies  which   represent   biological   knowledge   and   with   a   bias   towards   a   realist   pe...
James Malone, Tomasz Adamusiak, Ele Holloway, Mish...
BMCBI
2005
246views more  BMCBI 2005»
13 years 8 months ago
ParPEST: a pipeline for EST data analysis based on parallel computing
Background: Expressed Sequence Tags (ESTs) are short and error-prone DNA sequences generated from the 5' and 3' ends of randomly selected cDNA clones. They provide an im...
Nunzio D'Agostino, Mario Aversano, Maria Luisa Chi...
BMCBI
2008
171views more  BMCBI 2008»
13 years 8 months ago
Fuzzy association rules for biological data analysis: A case study on yeast
Background: Last years' mapping of diverse genomes has generated huge amounts of biological data which are currently dispersed through many databases. Integration of the info...
Francisco J. Lopez, Armando Blanco, Fernando Garci...
ER
2004
Springer
161views Database» more  ER 2004»
14 years 2 months ago
Towards a Statistically Semantic Web
The envisioned Semantic Web aims to provide richly annotated and explicitly structured Web pages in XML, RDF, or description logics, based upon underlying ontologies and thesauri. ...
Gerhard Weikum, Jens Graupmann, Ralf Schenkel, Mar...