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A game theoretical approach to the classification problem next term in previous term gene expression data analysis

Fragnelli, Vito; Moretti, Stefano (2008), A game theoretical approach to the classification problem next term in previous term gene expression data analysis, Computers & Mathematics with Applications, 55, 5, p. 950-959. http://dx.doi.org/10.1016/j.camwa.2006.12.088

Type
Article accepté pour publication ou publié
Date
2008
Nom de la revue
Computers & Mathematics with Applications
Volume
55
Numéro
5
Éditeur
Elsevier
Pages
950-959
Identifiant publication
Métadonnées
Afficher la notice complète
Auteur(s)
Fragnelli, Vito
Moretti, Stefano cc
Résumé (EN)
Microarray technology allows for the evaluation of the level of previous termexpressionnext term of thousands of previous termgenesnext term in previous termanext term sample of cells under previous termanext term given condition. In this paper, we introduce previous termanext term methodology based on cooperative previous termGamenext term Theory for the selection of groups of previous termgenesnext term with high power in classifying samples, according to previous termgene expressionnext term patterns. The connection between microarray previous termgames and classification gamesnext term is discussed and the use of the Shapley value to measure the power of previous termgenesnext term for previous termclassificationnext term is motivated on particular instances and compared to the interaction index.
Mots-clés
Gene expression analysis; Cooperative; game; Classification problem; Shapley value; Interaction index
JEL
C7 - Game Theory and Bargaining Theory