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A systems medicine clinical platform for understanding and managing non-communicable diseases
Non-Communicable Diseases (NCDs) are among the most pressing global health problems
of the twenty-first century. Their rising incidence and prevalence is linked to severe morbidity …
of the twenty-first century. Their rising incidence and prevalence is linked to severe morbidity …
Axiomatic characterization of game-theoretic centrality
One of the fundamental research challenges in network science is centrality analysis, ie,
identifying the nodes that play the most important roles in the network. In this article, we …
identifying the nodes that play the most important roles in the network. In this article, we …
[HTML][HTML] Attachment centrality: Measure for connectivity in networks
Centrality indices aim to quantify the importance of nodes or edges in a network. Much
interest has been recently raised by the body of work in which a node's connectivity is …
interest has been recently raised by the body of work in which a node's connectivity is …
From shapley value to model counting and back
In this paper we investigate the problem of quantifying the contribution of each variable to
the satisfying assignments of a Boolean function based on the Shapley value. Our main …
the satisfying assignments of a Boolean function based on the Shapley value. Our main …
Comparative Analysis of Shapley values enhances transcriptomics insights across some common uterine pathologies
Uterine pathologies pose a challenge to women's health on a global scale. Despite
extensive research, the causes and origin of some of these common disorders are not well …
extensive research, the causes and origin of some of these common disorders are not well …
Decentralized resource allocation for interdependent infrastructures resilience: a cooperative game approach
Interdependent critical infrastructures are governed by several sectors working together to
maintain social, economic, and environmental well‐being. Although many models focus on …
maintain social, economic, and environmental well‐being. Although many models focus on …
Transcriptomic network analysis of micronuclei-related genes: a case study
Mechanistically relevant information on responses of humans to xenobiotic exposure in
relation to chemically induced biological effects, such as micronuclei (MN) formation can be …
relation to chemically induced biological effects, such as micronuclei (MN) formation can be …
Mathematical indices for the influence of risk factors on the lethality of a disease
We develop a theoretical model to measure the relative relevance of different pathologies of
the lethality of a disease in society. This approach allows a ranking of diseases to be …
the lethality of a disease in society. This approach allows a ranking of diseases to be …
slidSHAPs–sliding Shapley Values for correlation-based change detection in time series
For volatile multivariate time series, variations in the distributions of the input dimension and
the correlation structure present an open challenge. The different distributions before and …
the correlation structure present an open challenge. The different distributions before and …
An application of the Shapley value to the analysis of co-expression networks
We study the problem of identifying relevant genes in a co-expression network using a
(cooperative) game theoretic approach. The Shapley value of a cooperative game is used to …
(cooperative) game theoretic approach. The Shapley value of a cooperative game is used to …