J. P. de Villiers

A tacholess order tracking methodology based on a probabilistic approach to incorporate angular acceleration information into the maxima tracking process

Stephan Schmidt, P. Stephan Heyns, J. P. de Villiers · Mechanical Systems and Signal Processing · 2017 · 98 citations

State Estimation, Motion Control, Engineering +11

Micro-Doppler radar classification of humans and animals in an operational environment

W. D. van Eeden, J. P. de Villiers, Robert John Berndt et al. · Expert Systems with Applications · 2018 · 60 citations

Radar, Engineering, Automatic Target Recognition +10

Systemic banking crisis early warning systems using dynamic Bayesian networks

Joel Janek Dabrowski, Conrad Beyers, J. P. de Villiers · Expert Systems with Applications · 2016 · 57 citations

Engineering, Financial Network, Bayesian Networks +14

Maritime piracy situation modelling with dynamic Bayesian networks

Joel Janek Dabrowski, J. P. de Villiers · Information Fusion · 2014 · 52 citations

Engineering, Data Science, Uncertainty Quantification +8

Combining synchronous averaging with a Gaussian mixture model novelty detection scheme for vibration-based condition monitoring of a gearbox

Theo Heyns, P. Stephan Heyns, J. P. de Villiers · Mechanical Systems and Signal Processing · 2012 · 49 citations

Fault Diagnosis, Condition Monitoring, Engineering +9