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ADR-Miner: An Ant-based data reduction algorithm for classification
Published 2015“…For my research I propose ADR-Miner, a novel data reduction algorithm that utilizes ant colony optimization (ACO). …”
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Performance analysis of text classification algorithms for PubMed articles
Published 2022“…Records for this study were retrieved from Pubmed using the E-utilities API to the Entrez system of databases at NCBI (National Centre for Biotechnology Information). …”
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The influence of algorithmic technologies on perceptions of autonomy in consumer decision-making
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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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A low-cost rice mapping remote sensing based algorithm
Published 2013“…Remote sensing can be utilized for rice mapping. This will potentially save money and effort. …”
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Predictive analysis for journal abstracts using polynomial neural networks algorithm
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Design of a forward error correction algorithm for a satellite modem
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Applying patient-admission predictive algorithms in the South African healthcare system
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Requirements specification for the optimisation function of an electric utility's energy flow simulator
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Optimal placement of phasor measurement units using the Advanced Matrix Manipulation algorithm
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BIM-based structural optimization for reinforced concrete floors using evolutionary algorithms
Published 2020“…Optimizing the design requires the architect to prepare several design alternatives with different space utilizations approaches without compromising the architectural requirements or the function of the building. …”
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The design of public transit networks with heuristic algorithms : case study Cape Town
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Adding multi-objective optimisation capability to an electricity utility energy flow simulator
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Time-cost-quality trade-off analysis for construction projects
Published 2010“…Applying three various optimization approaches, which are the Goal Programming (GP), the Modified Adaptive Weight Approach (MAWA), and the Non-dominated Sorting Genetic Algorithms (NSGAII). 4. Analyzing both TCT and TCQT problems. 5. …”
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Optimal sizing of hybrid utility-scale photovoltaics and pumped hydro storage plants
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Investigating the utility of LiDAR for modelling forest canopy gaps and species classification
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