The modern science of networks has brought significant advances to our understanding of
complex systems. One of the most relevant features of graphs representing real systems is …

Abstract ToppGene Suite (http://toppgene. cchmc. org; this web site is free and open to all
users and does not require a login to access) is a one-stop portal for (i) gene list functional …

In this paper, we provide a framework based upon diffusion processes for finding meaningful
geometric descriptions of data sets. We show that eigenfunctions of Markov matrices can be …

Networks and network analysis are arguably one of the largest growth areas of the early
twenty-first century in the quantitative sciences. Despite roots in social network analysis …

User-facing latency-sensitive web services include numerous distributed,
intercommunicating microservices that promise to simplify software development and …

This work presents a new perspective on characterizing the similarity between elements of a
database or, more generally, nodes of a weighted and undirected graph. It is based on a …

'Network'is a heavily overloaded term, so that 'network analysis' means different things to
different people. Specific forms of network analysis are used in the study of diverse …

Many datasets of interest today are best described as a linked collection of interrelated
objects. These may represent homogeneous networks, in which there is a single-object type …

Polarization arises when the underlying network connecting the members of a community or
society becomes characterized by highly connected groups with weak intergroup …

The most frequent infectious diseases in humans—and those with the highest potential for
rapid pandemic spread—are usually transmitted via droplets during close proximity …