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Terence L van Zyl
Terence L van Zyl
Professor at Insititute for Intelligent Systems, University of Johannesburg
Verified email at uj.ac.za - Homepage
Title
Cited by
Cited by
Year
The sensor web: systems of sensor systems
TL van Zyl, I Simonis, G McFerren
International Journal of Digital Earth 2 (1), 16-30, 2009
1032009
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
592010
Investigating Explainability Methods in Recurrent Neural Network Architectures for Financial Time Series Data
W Freeborough, TL van Zyl
Applied Sciences 12 (3), 1427, 2022
472022
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
412012
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
332022
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
242020
Automating predictive maintenance using oil analysis and machine learning
S Keartland, TL Van Zyl
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
232020
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
192020
Evaluating State of the Art, Forecasting Ensembles-and Meta-learning Strategies for Model Fusion
P Cawood, T van Zyl
Forecasting 4, 732--751, 2022
182022
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
182020
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
182020
A framework for online investment decisions
AB Paskaramoorthy, TJ Gebbie, TL van Zyl
Investment Analysts Journal 49 (3), 215-231, 2020
182020
Author identification from handwritten characters using siamese CNN
N Dlamini, TL van Zyl
2019 international multidisciplinary information technology and engineering …, 2019
162019
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
152018
Earth observation scientific workflows in a distributed computing environment
TL Van Zyl, G McFerren, A Vahed
Transactions in GIS, 2011
152011
Comparison of recurrent neural network architectures for wildfire spread modelling
R Perumal, TL Van Zyl
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
142020
Multivariate anomaly detection based on prediction intervals constructed using deep learning
T Mathonsi, TL van Zyl
Neural Computing and Applications, 1-15, 2022
132022
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
132021
Deep learning for financial time series forecast fusion and optimal portfolio rebalancing
S Laher, A Paskaramoorthy, TL Van Zyl
2021 IEEE 24th International Conference on Information Fusion (FUSION), 1-8, 2021
132021
Did we produce more waste during the covid-19 lockdowns? a remote sensing approach to landfill change analysis
TL Van Zyl, T Celik
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021
132021
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