Reducing the Burden of Aerial Image Labelling Through Human-in-the-Loop Machine Learning Methods by Razzak, Muhammed T

“…Active learning looks at reducing the number of labelled samples required by a model to achieve an acceptable performance level. …”
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Automated detection and classification of red roman in unconstrained underwater environments using Mask R-CNN by Conrady, Christopher

“…The fact that the model performs equally well on unseen footage suggests that it is capable of generalising to new streams of data not used in this research – this is critical for the utility of any statistical model outside of “laboratory conditions”. …”
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Influence of personal branding on career advancement for female executives

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Evaluation of a treatment programme for incarcerated rapists

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Investigating funding board composition and turnaround potential of private firms in financial distress

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Negative investment returns in a developing market context

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System cost of energy generation scenarios for South Africa: understanding the real cost of integrating energy generation technologies by Sklar-Chik, Mark David

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Reliable Outdoor Ai-Based Autonomous Uav Localization and Trajectory Tracking Using Cellular Networks by Afifi, Ghada

“…As such, we derive a UAV trajectory reliability model as pertains to UAV motion uncertainty along the trajectory. …”
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Evaluation of solvent swelling pre-treatment combined with ammonia leaching using waste etchant from printed circuit board manufacturing for copper recovery from waste printed circ... by Kondo, Takunda

“…There exists an opportunity to utilize waste etchant from the manufacturing process as lixiviant for the recovery of copper from waste PCBs. …”
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Integrering van maatskaplikewerk-navorsing en maatskaplikewerk-hulpverlening met behulp van meetinstrumente en evalueringsprosedures by Fourie, Sulina

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Evaluation of future meteorological and hydrological drought in the Rufiji basin by Fernandes, Dwayne

“…Historical climate data was sourced and downscaled from ERA5 Land, and future climate scenarios were based on simulations from 13 CORDEX Regional Climate Models (RCMs). The analyses of the SPI and SPEI utilized the CORDEX climate data in its calculation. …”
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Protection-based Distributed Generation Penetration Limits on MV feeders - Using Machine Learning by Nxumalo, Emmanuel

“…A high bias problem was observed (cross-validation error was high and training error was high) for the loss of grading classification (relay positions eliminated) model. When the models (horizontal network features) were applied to four MV distribution networks, loss of coordination was not predicted, the loss of grading model had one false positive and the de-sensitization model had one false negative. …”
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The in-silico evaluation and synthesis of silicon-based analogues of the cholinesterase inhibitor Donepezil

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The development of a vocational interest measuring instrument in an adult educational setting by Utete-Masango, Sylvia Janet

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Numerical performance analysis of novel solar tower receiver

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Inventory management for growing items in multi-echelon supply chains

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Social mobility and cohesion in post-apartheid South Africa by Von Fintel, Marisa

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A framework for evaluating clinical data using graph-based link prediction by Parshotam, Himil

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The Effect of Pandemic Shocks on the Performance of Middle Eastern and African Firms: How Did the Debt Strategy Shape This Effect? by Elnady, Farah Medhat

“…This paper studies the impact of the Covid-19 pandemic on financial services firms operating in Middle Eastern and African (“MEA”) countries. The methodology utilized firm-level data from MEA countries, employing the panel regression techniques using fixed and random effects models to control for the potential omitted variable bias. …”
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Enhanced LSMC for Valuation of Options by Mekawy, Amr

“…Among these instruments are Options, which regardless of their complexity, can be an extremely versatile tool to be utilized across a wide range of different markets. …”
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