| 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 | 101 | 2018 |
| 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 | 78 | 2016 |
| Maritime piracy situation modelling with dynamic Bayesian networks JJ Dabrowski, JP de Villiers Information Fusion 23, 116–130, 2015 | 76 | 2015 |
| 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 | 66 | 2018 |
| 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 | 66 | 2012 |
| 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 | 62 | 2012 |
| Gaussian process modeling of CPW-FED slot antennas JP De Villiers, JP Jacobs Progress In Electromagnetics Research 98, 233-249, 2009 | 50 | 2009 |
| 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 | 41 | 2018 |
| 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 | 38 | 2015 |
| 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 | 35 | 2011 |
| 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 | 35 | 2010 |
| 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 | 31 | 2017 |
| URREF: Uncertainty representation and reasoning evaluation framework for information fusion P Costa, AL Jousselme, KB Laskey, E Blasch, V Dragos, J Ziegler, ... Journal of Advances in Information Fusion 13 (2), 137-157, 2018 | 30 | 2018 |
| 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 | 28 | 2012 |
| Uncertainty representation and evaluation for modelling and decision-making in information fusion JP De Villiers, G Pavlin, AL Jousselme, S Maskell, A de Waal, K Laskey, ... Journal for Advances in Information Fusion 13 (2), 198-215, 2018 | 27 | 2018 |
| 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 | 26 | 2014 |
| 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 | 25 | 2017 |
| Construction and evaluation of Bayesian networks with expert-defined latent variables A de Waal, H Koen, P de Villiers, H Roodt, N Moorosi, G Pavlin 2016 19th international conference on information fusion (fusion), 774-781, 2016 | 23 | 2016 |
| Particle predictive control JP De Villiers, SJ Godsill, SS Singh Journal of statistical planning and inference 141 (5), 1753-1763, 2011 | 23 | 2011 |
| 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 | 22 | 2016 |
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