An Epileptic Seizure Detection Method from EEG Signals based on a Classifier-Driven Feature Reduction Technique by Kamel, Raymond N.

“…This thesis work aims to develop a robust and stable algorithm for epileptic seizure detection through the classification of EEG signals. …”
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Rethinking electrical water heaters by Nel, Philip Johannes Cornelis

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Non-intrusive efficiency estimation of induction machines under various power supplies by Gajjar, Chetan Sudhir

“…Coupled with vibration sensors used to determine a motor's speed, measured input voltages and currents are used to deduce a machine efficiency-load profile through the use of a modified evolutionary algorithm, the Non-Intrusive Efficiency Estimation using Population-Based Incremental Learning(NIEE-PBIL) algorithm. …”
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Pellet-size estimation of a ferrochrome pelletizer circuit using Computer Vision techniques by Rabie, Johannes Kasselman

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Load models for technical, economic and tariff analysis of medium voltage feeders by Buys, Johannes Lolo

“…The literature review indicated that planning has the objective of designing a network for optimal usage, thus minimising the costs and deferring investment where possible. …”
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Artificial neural networks and the cross-section of equity returns: identifying nonlinear opportunities on the Johannesburg Stock Exchange by Reed, Joshua

“…The activation function, training algorithm, learning rate, number of epochs, batch size, and loss function are kept constant across architectures. …”
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Large-Scale clustering of acoustic segments for sub-word acoustic modelling by Lerato, Lerato

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The impact of behavioural diversity in the evolution of multi-agent systems robust to dynamic environments by Hallauer, Scott

“…Thus, we introduce a comparative study of behavioural diversity maintenance methods (based on the MAP-Elites algorithm) versus those without behavioural diversity mechanisms (based on the steady-state genetic algorithm), as a means to evolve suitable degrees of behavioural diversity over increasingly difficult collective behaviour tasks. …”
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Minimum connecter of pipelines from Tema/Takoradi to all the regional capitals of Ghana by Galley, John Torgbui

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Functional quantization-based stratified sampling by Platts, Alexander

“…We show that product quantizers are a suitable approximation of an optimal quantizer for the formation of functional quantizers. …”
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Production scheduling of Aluminium Anodising plant by Behr, Carina

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An efficient congestion control scheme for a lightweight constrained application protocol in the Internet of Things

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A control system framework for building energy retrofitting and maintenance planning

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Measurement and extraction of the Giles parameters in Ytterbium-doped fibre by Hendriks, Adriaan Jacobus

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The performance of coevolutionary topologies in developing competitive tree manipulation strategies for symbolic regression by Ombura, Martin

“…We adopt a hybrid evolutionary algorithm (EA) that implements the tree based phenotypic structure of genetic programming (GP) and the list-based chromosome of genetic algorithm (GA) that permits embedding of mathematical tree manipulation (MTM) strategies, as well as adequate selection mechanisms for search. …”
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Radar-Based Multi-Target Classification Using Deep Learning by Mashanda, Nyasha Ernest

“…To achieve these objectives, radar data was collected using a C-band pulse-Doppler radar and converted to spectrograms using the Short-time Fourier transform (STFT) algorithm. Spectrograms of the following classes were utilised in classification: one human walking, two humans walking, one human running, moving vehicles, a swinging sphere and clutter/noise. …”
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Dataset shift in land-use classification for optical remote sensing

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Phytoplankton community structure determined through remote sensing and in situ optical measurements by Evers-King, Hayley Louise

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