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    DCT-Based Channel Attention for Multivariate Time Series Classification حسب Amine Haboub (22392097)

    منشور في 2025
    "…<p dir="ltr">This article introduces a novel DCT-based channel attention (DCA) mechanism for time series classification (TSC) using convolutional neural networks (CNNs). Traditional squeeze-and-excitation (SE) mechanisms rely on global average pooling to model channel-wise interdependencies, which may oversimplify complex temporal dynamics. …"
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