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Development of cooperative behavioural model for autonomous multi-robots system deployed to underground mines
Published 2015“…The intelligent model was developed by harnessing the strengths of both QL and ACS algorithms. The ACS is used to optimize the routes used for each robot while the QL algorithm is used to enhance cooperation among the autonomous robots. …”
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The impact of assimilating along-track SLA data on simulated Eddy characteristics in the Agulhas system
Published 2016“…To this end, an automatic eddy detection and tracking algorithm is implemented, in order to quantify eddy characteristics in a coherent and consistent manner.…”
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Comparison of vertical handover decision-based techniques in heterogeneous networks
Published 2018“…Future generation networks will be heterogeneous in nature because no single network type is capable of optimally meeting all the rapid changes in customer demands. …”
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Volatility Model Pricing and Calibration with Neural Networks using Bayesian Optimisation
Published 2023“…Bayesian Optimisation algorithms are implemented to select models with the lowest loss metric for SABR and Heston volatility models. …”
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Generating new data points using singular value decomposition
Published 2025“…The method involves utilising SVD to generate new data, mimicking a predictive modelling formula by combining systematic and error components. …”
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Freeform support-free additive manufacturing with continuous fiber reinforced photopolymer.
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Integration of ranking and selection methods with the multi-objective optimisation cross-entropy method
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Research and development to produce a first generation running power measurement device
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Critical Evaluation of DC-Grid and Strong Grid-Forming Wind Generator Systems
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Accelerated coplanar facet radio synthesis imaging
Published 2016“…We propose a coplanar faceting algorithm, where the sky is split up into many smaller images. …”
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Production scheduling of Aluminium Anodising plant
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Design of an aerodynamic attitude control system for a CubeSat
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Blaze-DEM : a GPU based large scale 3D discrete element particle transport framework
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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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