The sensor web: systems of sensor systems TL van Zyl, I Simonis, G McFerren International Journal of Digital Earth 2 (1), 16-30, 2009 | 102 | 2009 |
Earth observation sensor web: An overview L Di, K Moe, TL van Zyl IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2010 | 56 | 2010 |
HiTempo: a platform for time-series analysis of remote-sensing satellite data in a high-performance computing environment F Van Den Bergh, KJ Wessels, S Miteff, TL Van Zyl, AD Gazendam, ... International journal of remote sensing 33 (15), 4720-4740, 2012 | 42 | 2012 |
Investigating Explainability Methods in Recurrent Neural Network Architectures for Financial Time Series Data W Freeborough, TL van Zyl Applied Sciences 12 (3), 1427, 2022 | 38 | 2022 |
A Statistics and Deep Learning Hybrid Method for Multivariate Time Series Forecasting and Mortality Modeling T Mathonsi, TL van Zyl Forecasting 4 (1), 1-25, 2022 | 25 | 2022 |
A scalable heterogeneous big data framework for e-learning systems D Otoo-Arthur, TL van Zyl 2020 international conference on artificial intelligence, big data …, 2020 | 22 | 2020 |
Automating predictive maintenance using oil analysis and machine learning S Keartland, TL Van Zyl 2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020 | 22 | 2020 |
Prediction interval construction for multivariate point forecasts using deep learning T Mathonsi, TL van Zyl 2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020 | 18 | 2020 |
Unique animal identification using deep transfer learning for data fusion in siamese networks TL Van Zyl, M Woolway, B Engelbrecht 2020 IEEE 23rd international conference on information fusion (FUSION), 1-6, 2020 | 18 | 2020 |
A framework for online investment decisions AB Paskaramoorthy, TJ Gebbie, TL van Zyl Investment Analysts Journal 49 (3), 215-231, 2020 | 17 | 2020 |
Surrogate Assisted Methods for the Parameterisation of Agent-Based Models R Perumal, TL van Zyl 2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020 | 16 | 2020 |
Earth observation scientific workflows in a distributed computing environment TL Van Zyl, G McFerren, A Vahed Transactions in GIS, 2011 | 16 | 2011 |
Evaluating State of the Art, Forecasting Ensembles-and Meta-learning Strategies for Model Fusion P Cawood, T van Zyl Forecasting 4, 732--751, 2022 | 15 | 2022 |
Author identification from handwritten characters using siamese CNN N Dlamini, TL van Zyl 2019 international multidisciplinary information technology and engineering …, 2019 | 15 | 2019 |
Comparison of recurrent neural network architectures for wildfire spread modelling R Perumal, TL Van Zyl 2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020 | 14 | 2020 |
A framework for visual analytics of spatio-temporal sensor observations from data streams BH Sibolla, S Coetzee, TL Van Zyl ISPRS International Journal of Geo-Information 7 (12), 475, 2018 | 14 | 2018 |
Multivariate anomaly detection based on prediction intervals constructed using deep learning T Mathonsi, TL van Zyl Neural Computing and Applications, 1-15, 2022 | 13 | 2022 |
Parden: Surrogate assisted hyper-parameter optimisation for portfolio selection TL van Zyl, M Woolway, A Paskaramoorthy 2021 8th international conference on soft computing & machine intelligence …, 2021 | 13 | 2021 |
A systematic review on big data analytics frameworks for higher education-tools and algorithms D Otoo-Arthur, T Van Zyl Proceedings of the 2019 2nd International Conference on E-Business …, 2019 | 12 | 2019 |
FOSS geospatial libraries in scientific workflow environments: experiences and directions G McFerren, T van Zyl, A Vahed Applied Geomatics 4, 85-93, 2012 | 12 | 2012 |