Energy Planning Model Design for Forecasting the Final Energy Consumption using Artificial Neural Networks by Eissa, Haidy

“…Furthermore, in this thesis, we use the Bayesian optimization algorithm to search for the optimal network hyperparameters. …”
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Intelligent optimisation of deep drawing process parameters in the production of aluminium non-rotational symmetric monolithic components by Sarema, Blessed

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Creation, optimization and verification of a three dimensional numerical model to simulate a dragline bucket during the digging cycle using modern DEM software by Dymond, Graeme Francois Dryden

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Critical analysis of angle modulated particle swarm optimisers

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Resource management in IP networks by Wahabi, Abdoul Rassaki

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Exploring the relationship between multimodal magnetic resonance neuroimaging and cognitive outcomes in children: applying machine learning algorithms to brain MRI features to pred... by Khobo, Isaac

“…Poorer and better cognitive performance categories were identified with a hierarchical clustering algorithm. Regression performance was assessed via 10-fold CV errors, coefficient of determination (R2), and Pearson's r between predicted and actual values. …”
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Reduced order modeling techniques for mesh movement as applied to fluid structure interactions

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Design and control of a hybrid power supply by Daniel, Francisca Muriel

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Exploratory data analysis and empirical modelling of stationary processes by use of genetic programming by Chemaly, Timothy Paul

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On the theory and practice of anomaly detection in time series by Barrish, Daniel

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Multi-objective optimisation using the cross-entropy method in CO gas management at a South African ilmenite smelter by Stadler, Johan George

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Scheduling coal handling processes using metaheuristics

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An explicit finite difference method for analyzing hazardous rock mass by Basson, Gysbert

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Ant-inspired strategies for opportunistic load balancing in the distributed computation of solutions to embarrassingly parallel problems

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Ageing estimation models for lightly loaded distribution power transformers by Mukuddem, Mohamed Ziyaad

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Mobile robot optimum trajectory Development using a hybrid reactive navigation model

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A method of voltage tracking for power system applications

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A learning framework for zero-knowledge game playing agents

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Calibrating a stochastic SIR-model to simulated data using different calibration methods : a tutorial & comparison of methods by Van Staden, Wynand-Junior

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A decision support system for telemedicine needs assessments in South Africa by Treurnicht, Maria Jacoba

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