Category: 7. Maths

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  • Contextualizing ancient texts with generative neural networks

    Contextualizing ancient texts with generative neural networks

    Previous work

    In recent years, the field of machine learning for ancient languages has gained remarkable momentum, driven by increased digitization efforts (creating standardized datasets of texts, metadata and images of ancient written evidence),…

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  • An explainable transformer model for Alzheimer’s disease detection using retinal imaging

    An explainable transformer model for Alzheimer’s disease detection using retinal imaging

    In this research, different retinal image modalities (i.e. fundus images and cross-sectional OCT scans) are utilised to detect AD. For this purpose, retinal images have been obtained from open datasets63,64. To train the models, select the…

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  • Multi-scale spatio-temporal graph neural network for urban traffic flow prediction

    Multi-scale spatio-temporal graph neural network for urban traffic flow prediction

    Overall framework

    In urban traffic networks, the multi-periodicity of road traffic demands and random external disturbances interact, endowing traffic flow time series with highly nonlinear and non-stationary characteristics. To differentially…

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