Publications

Book

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• Machine Learning with LightGBM and Python: A practitioner’s guide to developing production-ready machine learning systems Andrich van Wyk

Papers

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• Analysis of activation functions for particle swarm optimised feedforward neural networks AB van Wyk, AP Engelbrecht

• Heterogeneous particle swarms in dynamic environments BJ Leonard, AP Engelbrecht, AB van Wyk

• Lambda-gamma learning with feedforward neural networks using particle swarm optimization AB van Wyk, AP Engelbrecht

• Overfitting by PSO trained feedforward neural networks AB van Wyk, AP Engelbrecht

Masters Dissertation

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• An Analysis of Overfitting in Particle Swarm Optimised Neural Networks AB van Wyk