Frequency-domain deconvolution in deep learning by Meyer, Moegamad

“…Using a systematic approach, we apply the deconvolution layer to two quintessential computer vision problems: image classification and single image super resolution (SISR). …”
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Decision tree classifiers for incident call data sets by Igboamalu, Frank Nonso

“…Therefore the management of Information technology incidents, and particularly in the area of resolving the problem very fast, is of concern to Information technology managers. …”
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Constructing topic-based Twitter lists by De Villiers, Francois

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Resource allocation optimisation in heterogeneous cognitive radio networks

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Semi-Supervised Transfer Learning for medical images as an alternative to ImageNet Transfer Learning by Nkwentsha, Xolisani

“…We leverage unlabelled data by transferring weights/kernels and representations learned by an autoencoder (specifically the encoder part) during a reconstruction task to a classification task. We show the applicability of features learned by the autoencoder from the collection of unlabelled x-ray images to a pneumonia classification problem. …”
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Prospecting for enigmatic radio sources with autoencoders : a novel approach

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Introduction to fast Super-Paramagnetic Clustering by Yelibi, Lionel

“…The methods are first applied standard toy test-case problems, and then to a dataset of 447 stocks traded on the New York Stock Exchange (NYSE) over 1249 days. …”
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Selection Hyper-heuristics for Population-based Meta-heuristics in Continuous Dynamic Environments

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The cost of power : externalities in South Africa's energy sector by van Horen, Clive

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Vegetation, diversity and rarity on the Cape Peninsula, South Africa by Simmons, Mark T

“…This rapid system of classification of fynbos showed an 81 % similarity with Two-Way Analysis (fWA) classification. …”
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Optimisation of a tree structured centralized data network using an evolutionary algorithm by Katzen, Jeffrey Marc

“…This thesis attempts to solve the problem of optimising the design of tree structured centralized data network using an Evolutionary Algorithm. …”
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Towards strengthening of rehabilitation at primary care : exploring the needs and perspectives regarding rehabilitation services in two South African and Zimbabwean settings by Charumbira, Maria Yvonne

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Mapping potential soil salinization using rule based object-oriented image analysis by Stals, Jacobus Petrus

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Using particle swarm optimisation to train feedforward neural networks in dynamic environments

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Detection and Isolation of Prey Capture Events in Animal-Borne Images by Chirwa, Temweka S

“…Advancements in deep learning, and its applications to computer vision, provide opportunities to apply these tools to ecological problems, such as the processing of data from animal-borne video recorders. …”
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Conceptualising differentiated forms of knowledge : the Medical (MBChB) curriculum of the University of Cape Town by Louw, Graham

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An investigation of the normal tax consequences for non-resident cloud computing service providers in South Africa by Steenkamp, Shene

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A Hybrid heuristic-exhaustive search approach for rule extraction

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Cough endpoint detection in continuous audio recordings by Lamprecht, Christiaan Gerrit

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Discriminant analysis : a review of its application to the classificationof grape cultivars by Blignaut, Rennette Julia

“…Discriminant analysis resulted in the most appropriate technique for the problem at hand and therefore an in depth study of this technique was undertaken. …”
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