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Reducing the Burden of Aerial Image Labelling Through Human-in-the-Loop Machine Learning Methods
Published 2021“…We first develop an interactive segmentation algorithm. Interactive segmentation aims to segment objects with a supervisory signal from a user to assist the model. …”
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Optimising the passage through charted minefields by path planning and mine removal
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Access network selection schemes for multiple calls in next generation wireless networks
Published 2017“…The RAT selection method was modeled with constraints on terminal battery power, service cost and network congestion to select a specified number of RATs that optimizes the terminal interface utility. The results obtained show an optimum RAT selection strategy that maximizes the terminal utility and selects the best RAT combinations for user's parallel-streaming for voice, video and file-download.…”
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An investigation into the performance capabilities of multi-h CPFSK digital modulation
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Cubature methods and applications to option pricing
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Learning decentralized policies with incremental reinforcement learning, reward shaping and self-play learning.
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Architecture of a cognitive non-line-of-sight backhaul for 5G outdoor urban small cells
Published 2018“…Third, an algorithm to determine the optimal number of diffraction points that can cover an identified SCBS location is also developed. …”
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Minimum connecter of pipelines from Tema/Takoradi to all the regional capitals of Ghana
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Functional quantization-based stratified sampling
Published 2018“…We show that product quantizers are a suitable approximation of an optimal quantizer for the formation of functional quantizers. …”
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Modelling electricity load scheduling and retailer decision-making
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Face recognition with partial occlusions using weighing and image segmentation
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Subword segmental neural language generation for Nguni languages
Published 2025“…We propose subword segmental modelling, a neural architecture and training algorithm that learns subword segmentation during training. …”
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Modelling of Antenna Responses
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SHORELINE DYNAMICS OF SOUTH AFRICA USING SATELLITE IMAGERY
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Specific applications of satelite remote sensing to the Benguela ecosystem
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A computer-based product classification and component detection for demanufacturing processes
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Analysis of the effect of course structure and pattern of usage on the efficacy of online/blended courses
Published 2025“…The clValid package method was used to choose the optimal algorithm and cluster sizes. The findings show that most sites used the default tool selection, with almost half the courses adding outside tools and linking in lecture recordings. …”
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