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Condition monitoring of induction motors in the nuclear power station environment
Published 2019“…The data was processed using an FFT based algorithm programed in MATLAB. The results of the study of the three spectral analysis techniques showed that no single technique is able to detect motor faults under all tested circumstances. …”
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Mining Selected Metagenomes/metatranscriptomes for Biosynthetic Gene Clusters and Antimicrobial Resistance Genes
Published 2021“…Antimicrobial resistance is one of the serious global challenges in the current century. The fact that resistance genes transfer between bacteria, coupled with the fact that the world is connected through complex dynamics. …”
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Predicting process performance in the manufacturing and agricultural sectors using machine learning techniques
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Dental implant recognition
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Parametric freeform-based construction site layout optimization
Published 2015“…This is a fair abstraction of the problem; however it ignores the fact that many facilities on construction sites assume non-rectilinear shapes that allow for better compaction within tight sites. …”
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Natural Language Processing on Data Warehouses
Published 2022“…In contrast, the embedding model implemented the word2vec algorithm to create different kinds of vectors from the data warehouse. …”
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Development of a tunable vibration isolator utilising a smart actuater
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A generation perturbative hyper-heuristic for combinatorial optimization problems
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Effect of single-cell RNA sequencing parameters on cluster stability
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A framework for intraday ensemble trading on the foreign exchange market
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A process performance monitoring methodology for mineral processing plants
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Neural networks in control engineering
Published 2023“…Since the control law requires that these models are exact inverses, an iterative inversion algorithm has to be used to improve the values produced by the inverse combination model. …”
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A machine learning approach to detect insider threats in emails caused by human behaviour
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Application of differential evolution to power system stabilizer design
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Analysis of equity and interest rate returns in South Africa under the context of jump diffusion processes
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The incidence of tuberculosis in adolescents in the context of proposed TB vaccine trials
Published 2014“…They were also screened for TB disease using an algorithm composed of a set of screening tests. They were followed up for at least two years for incident TB and the predictive value of the baseline TST and QFT for incident TB disease was compared. …”
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Link prediction in knowledge graphs using latent feature modelling and neural tensor factorisation
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