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221.
The class of microarray games and the relevance index for genes 总被引:1,自引:1,他引:1
Nowadays, microarray technology is available to generate a huge amount of information on gene expression. This information
must be statistically processed and analyzed, in particular, to identify those genes which are useful for the diagnosis and
prognosis of specific diseases. We discuss the possibility of applying game-theoretical tools, like the Shapley value, to
the analysis of gene expression data.
Via a “truncation” technique, we build a coalitional game whose aim is to stress the relevance (“sufficiency”) of groups of
genes for the specific disease we are interested in. The Shapley value of this game is used to select those genes which deserve
further investigation. To justify the use of the Shapley value in this context, we axiomatically characterize it using properties
with a genetic interpretation.
The authors are grateful to two anonymous referees for their extremely helpful comments.
An earlier version of this paper was presented at the VI Spanish Meeting on Game Theory and Practice, July 12–14, 2004, Elche,
Spain.
S. Moretti gratefully acknowledges the financial support of the EU project NewGeneris, European Union 6th FP (FOOD-CT-2005-016320). 相似文献
222.
Transversality of the Shapley value 总被引:1,自引:0,他引:1
A few applications of the Shapley value are described. The main choice criterion is to look at quite diversified fields, to appreciate how wide is the terrain that has been explored and colonized using this and related tools. The title is inspired by a tutorial that one of the authors planned to deliver at the 7th meeting on Game Theory and Practice (Montreal, 2007), but was unable to do it for personal reasons. Thanks to Georges Zaccour whose invitation sparked the present survey. 相似文献
223.
Stefano Moretti 《4OR: A Quarterly Journal of Operations Research》2009,7(2):195-198
This is a summary of the author’s Ph.D. thesis supervised by Fioravante Patrone and Stefano Bonassi and defended on 25 May 2006 at the Università degli Studi di Genova. The thesis in written in English and a copy is available from the author upon request. This work deals with the discussion and the application of a methodology based on Game Theory for the analysis of gene expression data. Nowadays, microarray technology is available for taking “pictures” of gene expressions. Within a single experiment of this sophisticated technology, the level of expression of thousands of genes can be estimated in a sample of cells under given conditions. Roughly speaking, the starting point is the observation of a “picture” of gene expressions in a sample of cells under a biological condition of interest, for example a tumor. Then, Game Theory plays a primary role to quantitatively evaluate the relevance of each gene in regulating or provoking the condition of interest, taking into account the observed relationships in all subgroups of genes. 相似文献
224.
225.
Summary A general method to calculate electronic Green’s functions in the tight-binding scheme is presented. The integrations are
systematically reduced to the irreducible volume of the first Brillouin zone, so that a very short time is necessary for the
computer’s work. The importance of symmetry planes, lines and points is stressed.
Riassunto Si presenta un metodo generale per il calcolo delle funzioni di Green elettroniche nell’approssimazione degli elettroni fortemente legati. Le integrazioni sono sistematicamente ridotte al volume irriducibile della prima zona di Brillouin, in modo da ridurre notevolmente il tempo di calcolo. Si mette in risalto l’importanza di piani, linee e punti di simmetria.相似文献
226.
227.
Optically active 2,2,2-trifluorophenylethanol, when used as NMR solvent, causes enantiomeric spectral dissimilarities for chiral episulphides and episulphoxides; the relative field positions of non-equivalent NMR resonances are analysed with respect to the absolute configuration of the solvated compounds. 相似文献
228.
229.
Stefano?Moretti Fioravante?PatroneEmail author 《Mathematical Methods of Operations Research》2004,59(3):419-434
We propose a simple model which embeds cost allocation games into a richer structure to take into account that information on costs can be itself costly. The model is an outgrowth of experience on cost allocation for consortia of municipalities dealing with garbage collection.The authors thank an anonymous referee for having pointed out a mistake in the previous version of Lemma 1 相似文献
230.