Browsing by Author "Gaffoor, Zaheed"
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Big data analytics and its role to support groundwater management in the Southern African development community
Gaffoor, Zaheed; Pietersen, Kevin; Jovanović, Nebojša Z. (MDPI, 2020)Big data analytics (BDA) is a novel concept focusing on leveraging large volumes of heterogeneous data through advanced analytics to drive information discovery. This paper aims to highlight the potential role BDA can ... -
A comparison of ensemble and deep learning algorithms to model groundwater levels in a data-scarce aquifer of Southern Africa
Gaffoor, Zaheed; Pietersen, Kevin; Jovanovic, Nebo (MDPI, 2022)Machine learning and deep learning have demonstrated usefulness in modelling various groundwater phenomena. However, these techniques require large amounts of data to develop reliable models. In the Southern African ...