A comparison between Sobol's indices and Shapley's effect for global sensitivity analysis of systems with independent input variables
B Vuillod, M Montemurro, E Panettieri… - Reliability Engineering & …, 2023 - Elsevier
The model-based system engineering approach consists of assembling subsystems
together to model a complete system. In this context, some functional blocks can have a …
together to model a complete system. In this context, some functional blocks can have a …
Variance reduction for estimation of Shapley effects and adaptation to unknown input distribution
The Shapley effects are global sensitivity indices: they quantify the impact of each input
variable on the output variable in a model. In this work, we suggest new estimators of these …
variable on the output variable in a model. In this work, we suggest new estimators of these …
An overview of recent applications of Game Theory to bioinformatics
S Moretti, AV Vasilakos - Information Sciences, 2010 - Elsevier
The goal of this work is to provide a comprehensive review of different Game Theory
applications that have been recently used to predict the behavior of non-rational agents in …
applications that have been recently used to predict the behavior of non-rational agents in …
The Shapley and Banzhaf values in microarray games
We provide a characterization of the Banzhaf value on the class of the microarray games,
and another characterization of the Shapley value, on the same class, in the spirit of [Moretti …
and another characterization of the Shapley value, on the same class, in the spirit of [Moretti …
A novel feature selection technique for improved survivability diagnosis of breast cancer
In this paper we propose a novel Shapely Value Embedded Genetic Algorithm, called as
SVEGA that improves the breast cancer diagnosis accuracy that selects the gene subset …
SVEGA that improves the breast cancer diagnosis accuracy that selects the gene subset …
Game theoretic centrality: a novel approach to prioritize disease candidate genes by combining biological networks with the Shapley value
Background Complex human health conditions with etiological heterogeneity like Autism
Spectrum Disorder (ASD) often pose a challenge for traditional genome-wide association …
Spectrum Disorder (ASD) often pose a challenge for traditional genome-wide association …
Gene expression endpoints following chronic waterborne copper exposure in a genomic model organism, the zebrafish, Danio rerio
Although copper (Cu) is an essential micronutrient for all organisms, in excess, waterborne
Cu poses a significant threat to fish from the cellular to population level. We examined the …
Cu poses a significant threat to fish from the cellular to population level. We examined the …
Using coalitional games on biological networks to measure centrality and power of genes
Motivation: The interpretation of gene interaction in biological networks generates the need
for a meaningful ranking of network elements. Classical centrality analysis ranks network …
for a meaningful ranking of network elements. Classical centrality analysis ranks network …
Sensitivity indices for independent groups of variables
In this paper, we study sensitivity indices for independent groups of variables and we look at
the particular case of block-additive models. We show in this case that most of the Sobol …
the particular case of block-additive models. We show in this case that most of the Sobol …
Global Transcriptome Analysis Reveals Small RNAs Affecting Neisseria meningitidis Bacteremia
L Fagnocchi, S Bottini, G Golfieri, L Fantappie… - PLoS …, 2015 - journals.plos.org
Most bacterial small RNAs (sRNAs) are post-transcriptional regulators involved in adaptive
responses, controlling gene expression by modulating translation or stability of their target …
responses, controlling gene expression by modulating translation or stability of their target …