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Project Leanness Score: A Machine Learning Approach
Published 2022“…The construction industry is known to have several inadequacies in resource utilization leading to cost and schedule overruns. One of the popular recent methods that attempts to eliminate these inadequacies is lean construction principles, techniques and tools. …”
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Control of CO2 vibrational dynamics via shaped-pulse coherent anti-Stokes Raman spectroscopy
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Design of an aerodynamic attitude control system for a CubeSat
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Response of grasshoppers to the agricultural mosaics of the Cape Floristic Region biodiversity hotspot in South Africa
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Performance analysis of FBMC over OFDM in Cognitive Radio Network
Published 2019“…A resource allocation algorithm was proposed where much attention was focused on interference and power constraint. …”
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Genolve : a bioinformatics tool for the study of structure-driven genome evolution
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Machine learning methods for individual acoustic recognition in a species of field cricket
Published 2019“…The task of acoustic animal identifications thus requires the utilisation of models that are well suited for training large datasets. …”
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Fast accurate diphone-based phoneme recognition
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A Generalized theoretical deterministic particle swarm model
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Condition monitoring of induction motors in the nuclear power station environment
Published 2019“…The induction motor is a highly utilised electrical machine in industry, with the nuclear industry being no exception. …”
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Mobility Management in 5G Heterogeneous Networks: A Handover Scheme for Reducing Handover Failures
Published 2024“…This dissertation focuses on reducing handover failures due to the unavailability of resources at the target cell when a user equipment moves out of small cells, which have the highest rate of handover failure. By utilising a semi-Markov mobility prediction algorithm for handover management, we have implemented a handover scheme that reduces the number of handover calls dropping. …”
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An investigation into the relationship between design approaches, student engagement and agency in a blended learning computer science course
Published 2025“…Disengagement among learners in tertiary Computer Science (CS) courses, particularly those focusing on algorithmic design, poses challenges to the achievement of learning outcomes. …”
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Enhanced Interest Aware PeopleRank for Opportunistic Mobile Social Networks
Published 2021“…We build upon an interest-aware social forwarding algorithm, namely Interest Aware PeopleRank (IPeR). …”
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Diagnostic accuracy of C-reactive protein and procalcitonin, compared with composite reference standards, to discriminate between tuberculosis, Pneumocystis jirovecii pneumonia and...
Published 2019“…Simple, affordable tests are needed for developing improved clinical algorithms. C-reactive protein (CRP) and procalcitonin have shown diagnostic utility for respiratory tract infections, however few studies have focussed on their ability to distinguish between tuberculosis, CAP, and PJP in HIV-infected inpatients. …”
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A generic optimisation framework for reinforcement learning in the foreign exchange market
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Protection-based Distributed Generation Penetration Limits on MV feeders - Using Machine Learning
Published 2022“…A supervised machine learning algorithm is applied after nontrivial data pre-processing through recommendation systems and shuffling. …”
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