AI-based hybrid optimisation of multi-megawatt scale permanent magnet synchronous generators for offshore wind energy capture by Lilla, Abdurahman Daleel

“…The initial stage (STAGE I) of the hybrid optimisation utilised the DE algorithm. The objective function was set to reduce the initial cost (!"…”
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Comparative evaluation of conventional search architectures and large language model-based approaches by Molefe, Kgothatso Ishmael

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Driver traffic violation detection and driver risk calculation through real-time image processing

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A highly accessible application for detection and classification of maize foliar diseases from leaf images by Khethisa, Joang Adolf

“…A number of previous studies, utilizing computer vision and machine-learning algorithms, have successfully developed applications that can diagnose crop diseases. …”
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Assessment of the synoptic variability of the Antarctic marginal ice zone with in Situ observations by de Jong, Ehlke

“…This resulted in the development of an algorithm to automatically acquire SIC from image stills and videos. …”
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Dataset shift in land-use classification for optical remote sensing

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A clustering approach towards the identification of suitable waiting areas for drivers of transportation network companies by Rolo, Monica Celestina

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Illumination-invariant face skin pigmentation prediction by Mbatha, Success Katlego

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Post mortem genetic determination of age and sex of unidentifiable remains admitted to the Pretoria Medico-Legal Laboratory

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Characterisation of small, close-approaching near-earth asteroids by Janse van Rensburg, Petronella

“…The taxonomic probabilities were determined with the colours g0−r 0 and r0−i 0 , in combination with a machine learning (ML) algorithm trained on synthetic colours from observed spectra obtained from literature. …”
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Countermeasure Allocation and Load-Out Optimisation

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Household water end-use identification in the presence of rudimentary data by Meyer, Bettina Elizabeth

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Development of IoT based hybrid autonomous network robots (ANR) by Chukwuemeka, Chimsom Isidore

“…In case one of the SSNs issued an alert, the zone MRSN relays the event to the IoT BS and starts to generate and navigate its path to the alerting SSN using the A* algorithm. If the zone MRSN is outside a reference distance to the alerting SSN location, it coordinates with the G-MRSN using contract net protocol (CNP) algorithm to assign the closer G-MRSN, generate the path to the alerting SSN and navigate it. …”
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Optimal design of a guided wave rail web transducor using numerical modelling

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Material models for rail pads by Heunis, Johannes Jacobus

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Cardiac MRI segmentation with conditional random fields by Dreijer, Janto Frederick

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Development of a smart trap for the surveillance of invasive fruit flies using internet of things and artificial intelligence by Deacon, Quintus

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Prediction of the soft-tissue facial morphology matrices in a European population, a Geometric Morphometric study using Cone- Beam Computed Tomography.

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Evaluating digital image correlation speckle pattern quality using finite element‑based displacement fields by Phukubye, Noko Sekolo

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Time domain classification of transient RFI by Czech, Daniel Josef

“…Here, a model is developed that includes a pre-trained CNN layer followed by a bidirectional long short-term memory (BLSTM) layer. …”
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