Intelligent Systems Group - Conference / Symposium Proceedings

2016

1. Blasch, E., P. Costa, J.P. de Villiers, K. Laskey, J Llinas, and A.-L. Jousselme. “Pragmatic data fusion uncertainty concerns: tribute to Dave L. Hall”. In: 19th International Conference on Information Fusion (Fusion), 2016.
2. de Villiers, J.P., A.-L. Jousselme, A. de Waal, G. Pavlin, K. Laskey, E. Blasch, and P. Costa. “Uncertainty evaluation of data and information fusion within the context of the decision loop”. In: 19th International Conference on Information Fusion (Fusion), 2016.
3. Focke, R.W., J.P. de Villiers, and M.R. Inggs. “Speeding up IA mechanically-steered multistatic radar scheduling with GP-GPUs”. In: 19th International Conference on Information Fusion (Fusion), 2016.
4. Waal, A. de, H. Koen, J.P. de Villiers, J. Roodt, N. Moorosi, and G. Pavlin. “Construction and evaluation of Bayesian networks with expert-defined latent variables”. In: 19th International Conference on Information Fusion (Fusion), 2016.

2015

1. Green, W.R.; Grobler, H., "Normal distribution transform graph-based point cloud segmentation," in Pattern Recognition Association of South Africa and Robotics and Mechatronics International Conference (PRASA-RobMech), pp.54-59, 26-27 Nov. 2015.
2. de Villiers, J.P., K. Laskey, A.-L. Jousselme, E. Blasch, A. de Waal, G. Pavlin, and P. Costa. “Uncertainty representation, quantification and evaluation for data and information fusion”. In: 18th International Conference on Information Fusion (Fusion), pp. 50–57, 2015.
3. Strempel, M., J. P. de Villiers, P. J. Cilliers, and A. McDonald. “Distribution analysis of segmented wave sea clutter in littoral environments”. In: IEEE Radar Conference, 2015.
4. van Eeden, W. D., J. P. de Villiers, W. A. J. Nel, K. H. Kloke, and E. Blasch. “A comparative cepstral based analysis of simulated and measured S-band and X-band radar Doppler spectra of human motion”. In: IEEE Radar Conference., 2015.

2014

1. de Villiers, J. P., G. Pavlin, P. Costa, K. Laskey, and A.-L. Jousselme. “A URREF interpretation of Bayesian network information fusion”. In: 17th International Conference on Information Fusion (FUSION), pp. 1–8, 2014.
2. Koen, H., J.P. de Villiers, G. Pavlin, A. de Waal, P. de Oude, and F. Mignet. “A framework for inferring predictive distributions of rhino poaching events through causal modelling”. In: 17th International Conference on Information Fusion (FUSION), pp. 1–7, 2014.

2013

1. van der Merwe, L. J. and J. P. de Villiers. “Track-stitching using graphical models and message passing”. In: 16th International Conference on Information Fusion (FUSION) , pp. 758–765, 2013.

2012

1. De Freitas, A. and J. P. de Villiers. “Multiple scatterer tracking in high range resolution radar”. In: 15th International Conference on Information Fusion (FUSION), pp. 1683–1688, 2012.
2. Broich R, Grobler, H, “Analysis of the computational requirements of a pulse-Doppler radar signal processor”, In Proceedings IEEE Radar Conference (RADAR), Atlanta GA, USA, 7-11 May 2012, pp. 0835 - 0840.

2011

1. Kleynhans W, Salmon BP, Olivier JC, Wessels KJ and Van den Bergh F, “An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data,” IEEE Geoscience and Remote Sensing Symposium 2011, Vancouver, Canada, 25-29 July 2011.
2. Kleynhans W, Salmon BP, Olivier JC, Wessels KJ and Van den Bergh F, “A comparison of feature extraction methods within a spatio-temporal land cover change detection framework,” IEEE Geoscience and Remote Sensing Symposium 2011, Vancouver, Canada, 25-29 July 2011.
3. Myburgh HV, Olivier JC, Mathieu R, Wessels KJ, Leblon B, Asner G and Buckley J, “SAR-to-LiDAR Mapping for Tree Volume Prediction in the Kruger National Park,” IEEE Geoscience and Remote Sensing Symposium 2011, Vancouver, Canada, 25-29 July 2011.
4. Salmon BP, Kleynhans W, Van den Bergh F, Olivier JC, Marais WJ and Wessels KJ, “Meta-optimization of the extended Kalman filter's parameters for improved feature extraction on hyper-temporal images”, IEEE Geoscience and Remote Sensing Symposium 2011, Vancouver, Canada, 25-29 July 2011.
5. Botha MI and Grobler H, “A Simulation Framework for Evaluating the Behaviour of a Modular Automated Main Distribution Frame using OMNeT++,” Proceedings of the Southern Africa Telecommunication Networks and Applications Conference (SATNAC), East London, South Africa, 3-7 September 2011.
6. Venter CJ, Grobler H, AlMalki KA, “Implementation of the CA-CFAR algorithm for pulsed-Doppler radar on a GPU architecture”, In Proceedings IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT) 2011, Issue Date: 6-8 Dec. 2011, pp. 1 - 6.
7. Focke, R.W., L.O. Wabeke, J.P. de Villiers, and M.R. Inggs. “Implementing Interval Algebra to schedule mechanically scanned multistatic radars”. In:  14th International Conference on Information Fusion (FUSION),  pp. 1–7, 2011.

2010

1. Kleynhans W, Olivier JC, Salmon BP, Wessels KJ and Van den Bergh F, “A spatio-temporal approach to detecting land cover change using an extended Kalman filter on MODIS time series data,” IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Honolulu, Hawaii, USA, 25-30 July 2010.
2. Salmon BP, Olivier JC, Kleynhans W, Wessels KJ and Van den Bergh F, “Automated land cover change detection: the quest for meaningful high temporal time series extraction,” 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Honolulu, Hawaii, USA, 25-30 July 2010.
3. Jacobs, J. and J. de Villiers. “Modeling of planar dual-band microstrip patch antenna using Gaussian process regression”. In: European Wireless Technology Conference (EuWIT), pp. 253–256, 2010.

2009

1. Myburgh HC and Olivier JC, “Low Complexity Iterative MLSE Equalization in Highly Spread Underwater Acoustic Channels,” OCEANS'09, Bremen, Germany, 11–14 May 2009.
2. Myburgh HC and Olivier JC, “Low Complexity Iterative MLSE Equalization of MQAM Signals in Extremely Long Rayleigh Fading Channels,” IEEE Region 8 EUROCON, St. Petersburg, Russia, 18-23 May 2009.
3. Kleynhans W, Olivier JC, Salmon BP, Wessels KJ and Van den Bergh F, “Improving NDVI time series class separation using an extended Kalman filter temporal time series extraction,” IEEE Geoscience and Remote Sensing Symposium 2009, Cape Town, South Africa, 12-17 July 2009.
4. Salmon BP, Olivier JC, Kleynhans W, Wessels KJ and Van den Bergh F, “The quest for automated land cover change detection using satellite time series data meaningful high temporal time series extraction,” IEEE Geoscience and Remote Sensing Symposium 2009, Cape Town, South Africa, 12-17 July 2009.
5. Myburgh HC, Olivier JC, “A Low Complexity Recurrent Neural Network MLSE Equalizer: Applications and Results,” Proceedings of the Southern Africa Telecommunication Networks and Applications Conference (SATNAC), Mbabane, Swaziland, 30 August - 2 September 2009.

2008

1. Myburgh HC and Olivier JC, “Near-Optimal Low Complexity MLSE Equalization,” IEEE Wireless Communications Networking Conference (WCNC) 2008, Las Vegas, Nevada, USA, 31 March - 3 April 2008.
2. Olivier JC, Wessels K and Araya S, “Detection of Land Cover Change Using an Artificial Neural Network Within a Temporal Sliding Window on Modis Time Series Data,” IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2008, Volume 4, pp. 1422-1424, Boston, USA, 7-11 July 2008.
3. Myburgh HC and Linde LP, “Reduced Complexity Combined Soft-Decision MLSE Equalization and Decoding,” Australasian Telecommunications Networking and Application Conference (ATNAC), Adelaide, Australia, 7-10 December 2008.