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Application of network filtering techniques in finding hidden structures on the Johannesburg Stock Exchange
Published 2023Get full text
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Disaggregating employment data to building level : a multi-objective optimisation approach
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Efficient radio resource management in integrated terrestrial and non-terrestrial networks
Published 2024“…Simulation results reveal that as the number of users in the network increases, the acquired data rate of the MA3DQN is within 0.48% and 0.42% of that achieved by the GA and ILP, respectively, and outperforms all other algorithms. Notably, the proposed MA3DQN algorithm presents the best running time, attaining a gain of 99.9% over the GA algorithm, which performs the poorest among the algorithms characterised by polynomial worst-case time complexity. …”
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ISO-maps for Non-linear Dimension Reduction - Addressing Geometric and Numerical Issues Observed in Practice
Published 2023“…We test and demonstrate an alternative strategy for approximating distances by relaxing the constraint that the shortest path needs to be found, substituting the condition that any (reasonable) path between points on the graph suffices for purposes of this algorithm. Lastly we demonstrate how the proposed remediations/variations on the algorithm can be used to conduct dimensionality reduction on real-world data sets, and provide some conclusions and possible future reseach topics.…”
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Efficient radio resource management for future generation heterogeneous wireless networks
Published 2018“…Therefore, there is a need to develop efficient radio resource management algorithms that will address the above-mentioned technical challenges. …”
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Optimization of multiple resources for multi-projects
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Signal processing by octopus cells for acoustic and electrical hearing : a modelling study
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Flora of the Cape Peninsula : endemism, threatened plants and conservation in perspective
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Efficient energy management in ultra-dense wireless networks
Published 2020“…Finally, the statistical and mathematical results generated through the simulations indicate that the proposed scheme is the closest in NEE performance to the Exhaustive Search algorithm, and hence superior to the other sub-optimal algorithms it is compared to.…”
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Optimal placement and power allocation for jammers in wireless mesh networks
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Modelling the impact of prevention strategies on cervical cancer incidence in South Africa
Published 2022“…The model's screening algorithm reflects findings from the Western Cape's public health sector – low levels of screening coverage and linkage to treatment facilities, and poor adherence to screening schedules. …”
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Transient stability assessment of hybrid distributed generation using computational intelligence approaches
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Degradation estimation of high energy steam piping using hybrid recurrent neural networks
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Modelling and multi-objective optimisation of heat transfer characteristics and pressure drop of nanofluids in microtubes
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The investigation of an inexpensive infra-red camera based building monitoring system for the aid of efficient building development
Published 2020“…Lastly, the drone was successfully used to survey a building via the use of a developed protocol.…”
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