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The Effect of Dataset Size on the Performance of Classification Algorithms for Credit Scoring
Published 2023“…Secondly, a learning curve analysis established by researchers in a different field is utilised – this technique, which involves training algorithms on subsamples of different sizes of a large dataset, allows us to investigate the ability of different algorithms to leverage additional data to improve prediction performance. …”
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An algorithmic approach to the 2D oriented strip packing problem
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Topology optimisation and simultaneous analysis and design : material penalisation and local stress constraints
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A model predictive control approach to generator maintenance scheduling
Published 2013Subjects: “…Genetic algorithm…”
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Decentralized algorithm of dynamic task allocation for a swarm of homogeneous robots
Published 2017“…Also, a parameters' selection process for the hybrid algorithm is proposed as a further contribution in an attempt to enhance the algorithm efficiency because the heuristic optimization techniques are very sensitive to any parameter changes. …”
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Dynamic multi-objective optimization for financial markets
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The value of different reconstruction algorithms for quantification of FDG PET brain imaging
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A hybrid deep learning based algorithm for gamma spectroscopy analysis
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Control and optimization of a multiple-effect evaporator
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Development of a nonlinear predictive control algorithm and its application to flotation
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Analysis and synthesis algorithms for the electric screen Jauman electromagnetic wave absorber
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Algorithms for efficiently and effectively matching agents in microsimulations of sexually transmitted infections
Published 2018“…We then present and analyse several pair-matching algorithms, and compare them in a microsimulation of a fictitious STI. …”
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Assessing target centring algorithms for use in near-real-time-photogrammetry
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Development of a test suite for single object tracking algorithms in video
Published 2021“…The evaluation results revealed the optimal tracking algorithm to be Re3: a recurrent-convolutional neural network tracker which runs at respectable speeds on a consumer laptop. …”
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Resource constrained project scheduling models and algorithms applied to underground mining
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Applying patient-admission predictive algorithms in the South African healthcare system
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