Dataset selection for aggregate model implementation in predictive data mining

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Pellet-size estimation of a ferrochrome pelletizer circuit using Computer Vision techniques by Rabie, Johannes Kasselman

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Mining continuous classes using evolutionary computing

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Robust portfolio construction: using resampled efficiency in combination with covariance shrinkage by Combrink, James

“…The output is a set of 'optimal' investment weights, one per each share who's returns were fed into the algorithm. This thesis looks at identifying and removing avoidable risk through a statistical robustification of the algorithms and attempting to improve upon the 'optimal' weights provided by the algorithms. …”
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Determining optimal primary sawing and ripping machine settings in the wood manufacturing chain by Lindner, Berndt Gerald

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Development of scalable hybrid switching-based software-defined networking using reinforcement learning by Blose, Max

“…We are therefore of the opinion that the hybrid switching model proposed utilizing machine learning algorithms can address the scalability issues in the design of SDN controller networks, particularly in data centre environments where high switching speeds are of paramount importance.…”
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Development of scalable hybrid switching-based software-defined networking using reinforcement learning by Blose, Max

“…We are therefore of the opinion that the hybrid switching model proposed utilizing machine learning algorithms can address the scalability issues in the design of SDN controller networks, particularly in data centre environments where high switching speeds are of paramount importance.…”
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Viability of UAV-based antenna pattern measurements by Kriel, Scott Graham Hilton

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Energy management of micro-grid using cooperative game theory by Oladejo, Ismaheel Oyeyemi

“…This is in contrast with other heuristic algorithms such as genetic algorithm (GA) and particle swarm optimization (PSO) that require other control parameters (i.e. …”
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Stall prevention control of fixed-wing unmanned aerial vehicles by Basson, Matthys Michaelse

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Solving sparse-reward problems in partially observable 3D environments using distributed reinforcement learning by Louw, Jacobus Martin

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2D irregular strip packing at Kohler signs by Bossenger, Wayne

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Rethinking electrical water heaters by Nel, Philip Johannes Cornelis

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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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Robust control of a triple-effect evaporator

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Ancestry-independent osteometric sex estimation from selected postcranial skeletal elements of South Africans: a machine learning approach by Scott, Michelle

“…Estimation techniques using postcranial elements in SA almost exclusively utilise discriminant analysis to evaluate sex, but international publications have shown success using alternative machine learning (ML) algorithms. …”
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The use of artificial intelligence for business optimisation in banking: case of Nigeria by Akobe, David

“…AI technologies such as the Sentiment intensity analyser, LR, K-means algorithm, Naïve Bayes algorithm, K-nearest neighbour, and Recommendation engines, were used for various tasks. …”
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Interpolation-based modelling of microwave ring resonators by Schoeman, Marlize

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The impact of voltage unbalance and regulation on the life expectancy of LV induction machines by Mponwana, Samuel

“…The quality of supply from power utilities can lead to them being operated under unbalanced voltage conditions. …”
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