Objectives Cardiopulmonary involvement (CPI) is a major cause of morbidity and mortality in systemic sclerosis (SSc). The 6 min walk test (6MWT) is widely used to assess functional capacity, but its ...

We sit down with Musik Hack co-founder Sam Fischmann to hear more about the philosophy behind its superb mastering plugin ...

We consider the problem of detecting a random walk on a graph, based on observations of the graph nodes. When visited by the walk, each node of the graph observes a signal of elevated mean, which we ...

Quantum walks are changing the way scientists think about computation. They use the strange and powerful rules of quantum physics—such as superposition, interference, and entanglement—to solve ...

Graph embedding aims to represent node structural as well as attribute information into a low-dimensional vector space so that some downstream application tasks such as node classification, link ...

Our result improves the explainability of models learned through graph random walk, by providing a weighted rule interpretation for them. • It identifies a subclass of weighted rules that can be ...

Random walk theory suggests that changes in stock prices have the same distribution and are independent of each other.