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    Spatiotemporal fusion knowledge tracking model based on spatiotemporal graph and fourier graph neural network by Yinquan Liu, Weidong Ji, Guohui Zhou

    Published 2025-07-01
    “…The model constructs spatiotemporal graphs by integrating information from the time dimension and the spatial dimension through information extracted from the cognitive and behavioral perspectives, resolves the compatibility problem between the two, and processes spatiotemporal dependencies features in the frequency domain through Fourier Graph Neural Network (FourierGNN) to capture complex spatiotemporal relationships, and improve computational efficiency and accurate modeling of spatiotemporal features. …”
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    AI Enabled Pneumonia Detection and Diagnosis Based on the Concatenation Approach: A Framework for Healthcare Sustainability by Malla Prince Priya, Sahu Sudhakar, Tadeusiewicz Ryszard, Pławiak Paweł

    Published 2025-06-01
    “…This feature concatenation process helps in improving the classification accuracy of the proposed framework and simplifies the pneumonia detection process. …”
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