323 citations · 2k across the 63 of their papers we have counts for
65 papers
Transfer Learning of Keystroke Dynamics for Cross-Device User Authentication
Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore +2
Keystroke dynamics (typing patterns) can be used as a behavioural biometric modality for user authentication, with applications such as fraud prevention. While the modality has bee…
Fast GPU Linear Algebra via Compile Time Expression Fusion
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
We describe the Bandicoot GPU linear algebra toolkit for C++, which prioritises ease of use without compromising efficiency. Bandicoot's API aims for compatibility with the popular…
Bandicoot: A Templated C++ Library for GPU Linear Algebra
Ryan R. Curtin, Marcus Edel, Conrad Sanderson
We introduce the Bandicoot C++ library for linear algebra and scientific computing on GPUs, overviewing its user interface and performance characteristics, as well as the technical…
Predicting Graph Structure via Adapted Flux Balance Analysis
Sevvandi Kandanaarachchi, Ziqi Xu, Stefan Westerlund +1
Many dynamic processes such as telecommunication and transport networks can be described through discrete time series of graphs. Modelling the dynamics of such time series enables…
Armadillo: An Efficient Framework for Numerical Linear Algebra
Conrad Sanderson, Ryan Curtin
A major challenge in the deployment of scientific software solutions is the adaptation of research prototypes to production-grade code. While high-level languages like MATLAB are u…
Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs
Sevvandi Kandanaarachchi, Conrad Sanderson, Rob J. Hyndman
Detecting anomalies in a temporal sequence of graphs can be applied is areas such as the detection of accidents in transport networks and cyber attacks in computer networks. Existi…