Investigating the use of machine learning to value contingent claims

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Deep Learning-Based Brain Tumour Detection and Classification by Liza, Ansu

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Simulation of blood flows in a stenosed and bifurcating artery using finite volume methods and OpenFOAM by Nagarathnam, Sunitha

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On noise regularised neural networks: initialisation, learning and inference by Pretorius, Arnu

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Nonlinear dynamics and chaos in multidimensional disordered Hamiltonian systems by Many, Manda Bertin

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Walking the bridge from single- to multi-species approaches in Southern African fisheries management by Plaganyi-Lloyd, Eva Elizabeth

“…Strengths include the structured parameterisation :framework, the inclusion of a well-balanced level of conceptual realism, a novel representation of predator-prey interaction terms and the inclusion of a Bayes-like approach (ECORANGER) to take account of the uncertainty associated with values for model inputs. The potential of EwE to contribute to five important multi-species management quandaries in the marine environments off southern Africa and Antarctica is assessed, leading to the conclusion that EwE has limited predictive capability in these contexts. 3 Aspects of the potential application of other multi-species/ecosystem modelling approaches to advise the management of South African fisheries are discussed. …”
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The eco-evolutionary dynamics of mutualistic networks: from pattern of emergence to stability by Minoarivelo, Henintsoa Onivola

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Unravelling black box machine learning methods using biplots by Rowan, Adriaan

“…Following the development of new mathematical techniques, the improvement of computer processing power and the increased availability of possible explanatory variables, the financial services industry is moving toward the use of new machine learning methods, such as neural networks, and away from older methods such as generalised linear models. …”
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Modelling uranium leaching kinetics

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Investigating fully convolutional networks for bio-image segmentation by Wiehman, Stiaan

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Extended theories of gravity: the early universe and stellar interiors by Campbell, Mariam

“…This thesis explores two central themes within extended theories of general relativity: the cosmological dynamics of the early universe and the formulation of mathematical frameworks for modeling relativistic stars, with the overarching aim of testing and constraining model parameters in modified gravity. …”
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Mobile devices in a blended learning environment in higher education

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Steinberg algebra and Leavitt path algebras by Rigby, Simon W

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Multitask learning and data distribution search in visual relationship recognition by Josias, Shane

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The application of neural differential equations to enzymatic time-series by Heusdens, Danica Aimee

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Activities of champions implementing e-Learning processes in higher education

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Enhanced LSMC for Valuation of Options by Mekawy, Amr

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Location Modelling for Coal Consolidation Centres by Barends, H.

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Mobile learning : a professional teacher technical identity development framework

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