Abstract: Artificial-intelligence algorithms are enabling ever more sophisticated autonomous features in safety-critical application domains. These algorithms can be quite complex — consisting of many ...

Abstract: Lightweight microservices as a software architecture have been widely adopted in online application development. However, in highly-concurrent microservice scenarios, frequent data ...

This project applies graph attention networks combined with topological analysis to detect anomalies in multivariate time series. It leverages research in topological graph neural networks and graph ...

Real life situations such as travelling over time and across distance can be drawn on a graph. Exact distances and times are plotted on the graph. These are shown as co-ordinates. These points are ...

The locus definition states that a parabola is the set of all points in a plane that are equidistant from a fixed point ...

Before training, make sure to change the parameters in class Args and function main. adj_threshold = 0.1 # the threshold of the relations between stocks max_epochs = 60 # the number of training epochs ...

Linear equations can be shown on a graph. Find out how to create one in this Bitesize KS3 maths video. A quadratic function can be drawn as a parabola on a graph. Find out how to plot the graph in ...