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04/08/2023
MphayaNER: Named Entity Recognition for Tshivenda
Named Entity Recognition (NER) plays a vital role in various Natural Lan...
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11/17/2022
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic
Streamflow observation data is vital for flood monitoring, agricultural,...
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07/05/2021
Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo
Markov Chain Monte Carlo inference of target posterior distributions in ...
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06/12/2021
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique
We use gradient boosting machines and logistic regression to predict aca...
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04/20/2021
Forecasting The JSE Top 40 Using Long Short-Term Memory Networks
As a result of the greater availability of big data, as well as the decr...
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02/14/2021
Healing Products of Gaussian Processes
Gaussian processes (GPs) are nonparametric Bayesian models that have bee...
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01/06/2020
An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection
We present an Automatic Relevance Determination prior Bayesian Neural Ne...
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06/14/2019
Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling
Credit risk modelling is an integral part of the global financial system...
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01/18/2017