Mining gene expression data using domain knowledge - Archive ouverte HAL Accéder directement au contenu
Article Dans Une Revue International Journal of Software and Informatics (IJSI) Année : 2008

Mining gene expression data using domain knowledge

Résumé

Biology is now an information-intensive science and various research areas, like molecular biology, evolutionary biology or environmental biology, heavily depend on the availability and the efficient use of information. Data mining, that regroups several techniques for analyzing very large datasets, is used to solve problems in an increasing number of biological applications. This article focuses on the analysis of transcriptome, that reflects gene activity in a given cell population at a given time. We describe research themes in transcriptomics related to domain knowledge in biology. We are particularly interested in the way this knowledge can be efficiently combined and used during the various phases of a data mining process, in the most acknowledged applications in transcriptomics.
Fichier principal
Vignette du fichier
Mining_Gene_Expression_Data_using_Domain_Knowledge_IJSI_2008.pdf (159.99 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-00361427 , version 1 (14-02-2009)

Identifiants

  • HAL Id : hal-00361427 , version 1

Citer

Nicolas Pasquier, Claude Pasquier, Laurent Brisson, Martine Collard. Mining gene expression data using domain knowledge. International Journal of Software and Informatics (IJSI), 2008, 2 (2), pp.215-231. ⟨hal-00361427⟩
503 Consultations
337 Téléchargements

Partager

Gmail Facebook X LinkedIn More