Energy efficient coordinate establishment in wireless sensor networks

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Peer-to-peer biometric verification using nfc-enabled smartphones

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Application of machine learning and knowledge-based systems to support decision-making on fate and behaviour of engineered nanoparticles in aqueous environment

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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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Low bit rate speech coding by Kritzinger, Carl

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Enhanced Interest Aware PeopleRank for Opportunistic Mobile Social Networks by Shahin, Yosra Saad

“…Consequently, there is no significant gain in these algorithms. (2) Directional-IPeR-75 performed generally better than IPeR in delivery ratio, and the number of reached interested forwarders. …”
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Self-adapting simulated artificial societies by Gower-Winter, Brandon

“…Our results indicate that our ML agents (Utility and IE) perform better or on par with even complex rule-based agents (Traditional and RBAdaptive). …”
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The Egyptian Dementia Network (EDN): A Multimodal Registry for Advancing Dementia Epidemiology and Precision Research in Egypt and Other LMICs by Heikal, Shimaa Adel

“…This predictive tool demonstrated improved performance compared with generic, externally derived diagnostic thresholds, underscoring the value of population-specific algorithms in dementia risk stratification. …”
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Efficient radio resource management for the fifth generation slice networks by Oladejo, Sunday Oladayo

“…With rigorous numerical simulations based on Monte-Carlo numerical simulation technique, the performance of the proposed algorithms and schemes was evaluated to show their adaptability, efficiency and robustness for a 5G slice network.…”
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Partial end-to-end reinforcement learning for robustness towards model-mismatch in autonomous racing’ by Murdoch, Andrew

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Application of data mining and machine learning on occupational health and safety struck-by incidents on south African construction sites: a CRISP-DM approach. by Adams, Logan Charl

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Tree species identification and leaf segmentation from natural images using deep semi-supervised learning by Homan, Dewald

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The Development of an IoT-Enabled Solid Waste Management System for a Smart City using Capacitated Vehicle Routing Problem and Agent-Based Simulation by Monzambe, Magbiti Giovani

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

“…Query expansion is one of the approaches that showed stable performance for improving microblog retrieval effectiveness. …”
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An automated computer-assisted approximation of the nose in South Africans from CBCT (Cone Beam Computed Tomography) scans

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Automatic building footprint extraction using remote sensing data within the City of Cape Town

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A computer vision framework towards automated scene understanding & analysis by Sarah-lee de Greeff

“…The framework facilitates hyperparameter tuning to determine the best parameters for each model being trained. The best-performing model, RTDeTR, is then utilised to detect and track appliances of interest, providing information regarding the number of appliances present. …”
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Predictive maintenance using clustering methods for the use-case of bolted connections in the automotive industry by Bekker, Emmarentia Lydia

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Optimisation and dynamic effect of slip couplers in geared wind drivetrains by Britz, Joseph Juan

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Multiscale spatial modeling with applications in image analysis

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