J. Pieter de Villiers
J. Pieter de Villiers
Associate Professor, University of Pretoria, Pretoria, South Africa
Verified email at up.ac.za
Title
Cited by
Cited by
Year
Statistical gear health analysis which is robust to fluctuating loads and operating speeds
T Heyns, SJ Godsill, JP De Villiers, PS Heyns
Mechanical Systems and Signal Processing 27, 651-666, 2012
602012
Systemic banking crisis early warning systems using dynamic Bayesian networks
JJ Dabrowski, C Beyers, JP de Villiers
Expert systems with applications 62, 225-242, 2016
502016
Combining synchronous averaging with a Gaussian mixture model novelty detection scheme for vibration-based condition monitoring of a gearbox
T Heyns, PS Heyns, JP De Villiers
Mechanical Systems and Signal Processing 32, 200-215, 2012
482012
Maritime piracy situation modelling with dynamic Bayesian networks
JJ Dabrowski, JP de Villiers
Information Fusion 23, 116–130, 2015
462015
Gaussian process modeling of CPW-FED slot antennas
JP De Villiers, JP Jacobs
Progress In Electromagnetics Research 98, 233-249, 2009
462009
Micro-Doppler radar classification of humans and animals in an operational environment
WD Van Eeden, JP De Villiers, RJ Berndt, WAJ Nel, E Blasch
Expert Systems with Applications 102, 1-11, 2018
412018
A tacholess order tracking methodology based on a probabilistic approach to incorporate angular acceleration information into the maxima tracking process
S Schmidt, PS Heyns, JP De Villiers
Mechanical Systems and Signal Processing 100, 630-646, 2018
392018
Gaussian-process-regression-based design of ultrawide-band and dual-band CPW-fed slot antennas
JP Jacobs, JP De Villiers
Journal of Electromagnetic Waves and Applications 24 (13), 1763-1772, 2010
322010
Uncertainty representation, quantification and evaluation for data and information fusion
JP de Villiers, K Laskey, AL Jousselme, E Blasch, A de Waal, G Pavlin, ...
2015 18th International Conference on Information Fusion (Fusion), 50-57, 2015
302015
A novelty detection diagnostic methodology for gearboxes operating under fluctuating operating conditions using probabilistic techniques
S Schmidt, PS Heyns, JP De Villiers
Mechanical Systems and Signal Processing 100, 152-166, 2018
252018
A framework for inferring predictive distributions of rhino poaching events through causal modelling
H Koen, JP de Villiers, G Pavlin, A de Waal, P de Oude, F Mignet
17th International Conference on Information Fusion (FUSION), 1-7, 2014
242014
An expert-driven causal model of the rhino poaching problem
H Koen, JP De Villiers, H Roodt, A De Waal
Ecological Modelling 347, 29-39, 2017
222017
Nonlinear dynamic systems modeling using Gaussian processes: Predicting ionospheric total electron content over South Africa
ER Ackermann, JP De Villiers, PJ Cilliers
Journal of Geophysical Research: Space Physics 116 (A10), 2011
222011
Evaluation metrics for the practical application of URREF ontology: an illustration on data criteria
JP de Villiers, RW Focke, G Pavlin, AL Jousselme, V Dragos, KB Laskey, ...
2017 20th International Conference on Information Fusion (Fusion), 1-8, 2017
212017
A method for real-time condition monitoring of haul roads based on Bayesian parameter estimation
T Heyns, PS Heyns, JP De Villiers
Journal of Terramechanics 49 (2), 103-113, 2012
192012
Particle predictive control
JP De Villiers, SJ Godsill, SS Singh
Journal of statistical planning and inference 141 (5), 1753-1763, 2011
192011
Uncertainty evaluation of data and information fusion within the context of the decision loop
JP de Villiers, AL Jousselme, A de Waal, G Pavlin, K Laskey, E Blasch, ...
2016 19th International Conference on Information Fusion (FUSION), 766-773, 2016
182016
A URREF interpretation of Bayesian network information fusion
JP de Villiers, G Pavlin, P Costa, K Laskey, AL Jousselme
17th International Conference on Information Fusion (FUSION), 1-8, 2014
182014
A unified model for context-based behavioural modelling and classification
JJ Dabrowski, JP De Villiers
Expert Systems with Applications 42 (19), 6738-6757, 2015
142015
Consistent haul road condition monitoring by means of vehicle response normalisation with Gaussian processes
T Heyns, JP De Villiers, PS Heyns
Engineering Applications of Artificial Intelligence 25 (8), 1752-1760, 2012
142012
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Articles 1–20