| 2009 | IJCNN | Discovering novelty in spatio/temporal data using one-class support vector machines. | Koen Smets, Brigitte Verdonk, Elsa M. Jordaan |
| 2007 | IJCNN | Evaluation of Performance Measures for SVR Hyperparameter Selection. | Koen Smets, Brigitte Verdonk, Elsa M. Jordaan |
| 2006 | CEC | Empirical Models with Self-Assessment Capabilities for On-Line Industrial Applications. | Arthur K. Kordon, Guido Smits, Elsa M. Jordaan, Alex N. Kalos, Flor A. Castillo, Leo H. Chiang |
| 2006 | IJCNN | Data Analysis and Confidence based on SVM Density Estimation. | Elsa M. Jordaan, Iryna Nischenko |
| 2006 | IJCNN | Confidence of SVM Predictions using a Strangeness Measure. | Iryna Nischenko, Elsa M. Jordaan |
| 2006 | PPSN | Novel Approach to Develop Rheological Structure-Property Relationships Using Genetic Programming. | Elsa M. Jordaan, Jaap den Doelder, Guido Smits |
| 2005 | CEC | Competitive advantages of evolutionary computation for industrial applications. | Arthur K. Kordon, Alex N. Kalos, Flor A. Castillo, Elsa M. Jordaan, Guido Smits, Mark E. Kotanchek |
| 2004 | GECCO | Biomass Inferential Sensor Based on Ensemble of Models Generated by Genetic Programming. | Arthur K. Kordon, Elsa M. Jordaan, Lawrence Chew, Guido Smits, Torben Bruck, Keith Haney, Annika Jenings |
| 2004 | IJCNN | Robust outlier detection using SVM regression. | Elsa M. Jordaan, Guido Smits |
| 2004 | PPSN | Robust Inferential Sensors Based on Ensemble of Predictors Generated by Genetic Programming. | Elsa M. Jordaan, Arthur K. Kordon, Leo H. Chiang, Guido Smits |
| 2002 | CEC | Robust soft sensors based on integration of genetic programming, analytical neural networks, and support vector machines. | Arthur K. Kordon, Guido Smits, Elsa M. Jordaan, Ed Rightor |