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

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Assessment of seasonal variations of teal carbon in palustrine wetlands of the grassland biome : a case study of Chrissiesmeer, Mpumalanga Lakes District, Mpumalanga Province, Sou...

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Detecting Electrical Submersible Pump (ESP) Failures and Estimating Run Life Using Artificial Neural Networks by Sobhy, Mostafa Ahmed

“…Concurrently, the failure classification module identifies ten distinct failure types with F1 scores exceeding 0.95, utilizing a suite of complementary algorithms. The datasets were cleaned and preprocessed to address missing values, inconsistencies, and other data quality issues. …”
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Dynamics and Energy Management of Electric Vehicles by Van Schalkwyk, Daniel Jacobus

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Pharmacogenomics of warfarin: comprehensive evaluation of important warfarin genomic response factors by Ndadza, Arinao

“…Data on variants that specifically affect warfarin dose variability among Africans is lacking, with no dosing algorithms tailored specifically for Africans developed to date. …”
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A Multimodal Immune System Inspired Defense Architecture for Detecting and Deterring Digital Pathogens in Container Hosted Web Services by Khalil, Islam

“…In our work, we propose an architecture for a containerization platform that utilizes various concepts derived from the human immune system. …”
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Impact assessment of large-scale penetration of permanent magnet synchronous generators on power quality by Ntsadu, Ntlahla

“…Moreover, the advancements in power electronics have facilitated PMSGs to generate optimal power at varying wind speed conditions. This is achieved through the use of maximum power point tracking algorithms. …”
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Impact analysis of motor faults on the DC Bus in electric vehicle drivetrains by Pugin, Devon

“…Although more sophisticated algorithms can address errors within a system, they are unable to conceal the presence of errors in the DC bus fully, particularly in the case of short inter-turn faults. …”
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Modelling the clusters and boundaries of sub-Saharan plant assemblages in future environments by Ncube, Thinabakho R.L

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Using machine learning to predict the risk severity of late effects o f childhood cancer survivors by Nortje, Lene

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Considerations towards the development of a forensic evidence management system

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Survivability and resilience mechanisms in modern optical fibre systems

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Study of the TR Synchronization and Video Conversion Unit by Abraham, Justin Kuruvilla

“…A new SVCU architecture, utilizing high speed ADCs and digital integrators, was then tested. …”
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Slotted time based protocol and polling strategies for low speed, narrow band applications by Ragadza, Ntakadzeni Ronald

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Automated brick sculpture construction by Smal, Eugene

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Development of a Low-Cost System for Monitoring Root Growth Dynamics by De Raay, Yasmin

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Stochastic visual tracking with active appearance models by Hoffmann, McElory Roberto

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Hyperlink-extended pseudo relevance feedback for improved microblog retrieval by Elganainy, Tarek

“…Results also showed that utilizing hyperlinked documents attached to the top relevant tweets in query expansion improves the results over traditional PRF. …”
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Bayesian analysis of historical functional linear models with application to air pollution forecasting by Junglee, Yovna

“…The efficiency of the MCMC algorithms is increased by implementing a Cholesky decomposition to sample from high-dimensional Gaussian distributions and by taking advantage of the orthogonal properties of the functional principal components used to model the functional covariates. …”
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