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10/31/2022
Improving Cause-of-Death Classification from Verbal Autopsy Reports
In many lower-and-middle income countries including South Africa, data a...
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04/26/2022
Using Machine Learning to Fuse Verbal Autopsy Narratives and Binary Features in the Analysis of Deaths from Hyperglycaemia
Lower-and-middle income countries are faced with challenges arising from...
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03/07/2022
Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion
Techniques of hybridisation and ensemble learning are popular model fusi...
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02/01/2022
Investigating Transfer Learning in Graph Neural Networks
Graph neural networks (GNNs) build on the success of deep learning model...
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09/09/2021
Surrogate Parameters Optimization for Data and Model Fusion of COVID-19 Time-series Data
Our research focuses on developing a computational framework to simulate...
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07/05/2021
ParDen: Surrogate Assisted Hyper-Parameter Optimisation for Portfolio Selection
Portfolio optimisation is a multi-objective optimisation problem (MOP), ...
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03/30/2020
A Framework for Online Investment Algorithms
The artificial segmentation of an investment management process into a w...
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01/02/2020