Coalitional games on biological networks to measure the power of genes
Moretti, Stefano; Fragnelli, Vito; Patrone, Fioravante; Bonassi, Stefano (2010), Coalitional games on biological networks to measure the power of genes, 24th European Conference on Operational Research, 2010-07, Lisbonne, Portugal
TypeCommunication / Conférence
Conference title24th European Conference on Operational Research
MetadataShow full item record
Abstract (EN)The interpretation of gene interaction in biological networks generates the need for a meaningful ranking of network elements. We introduce a new approach using coalitional games to evaluate the centrality of genes in networks keeping into account genes interactions. The Shapley value for coalitional games is used to express the power of each gene in interaction with the others and to stress the centrality of certain hub genes in the regulation of biological pathways of interest. In addition, the new approach allows for the integration of a priori knowledge about genes.
Subjects / Keywordsgene interaction; biological networks; coalitional games
Showing items related by title and author.
Moretti, Stefano; Fragnelli, Vito; Patrone, Fioravante; Bonassi, Stefano (2010) Article accepté pour publication ou publié
A game theoretical approach to the classification problem next term in previous term gene expression data analysis Fragnelli, Vito; Moretti, Stefano (2008) Article accepté pour publication ou publié
Combining Shapley value and statistics to the analysis of gene expression data in children exposed to air pollution Merlo, Domenico Franco; Gmuender, Hans; van Leeuwen, Danitsja; Patrone, Fioravante; Kleinjans, Jos; van Delft, Joost; Bonassi, Stefano; Moretti, Stefano (2008) Article accepté pour publication ou publié