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    Publications

    Publications by LIAAD

    2025

    Interpretable Rules for Online Failure Prediction: A Case Study on the Metro do Porto dataset

    Authors
    Jakobs, M; Veloso, B; Gama, J;

    Publication
    CoRR

    Abstract

    2025

    A Deep Learning Framework for Medium-Term Covariance Forecasting in Multi-Asset Portfolios

    Authors
    Reis, P; Serra, AP; Gama, J;

    Publication
    CoRR

    Abstract

    2025

    On-device edge learning for IoT data streams: a survey

    Authors
    Lourenço, A; Rodrigo, J; Gama, J; Marreiros, G;

    Publication
    CoRR

    Abstract

    2025

    In-context learning of evolving data streams with tabular foundational models

    Authors
    Lourenço, A; Gama, J; Xing, EP; Marreiros, G;

    Publication
    CoRR

    Abstract

    2025

    DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices

    Authors
    Lourenço, A; Rodrigo, J; Gama, J; Marreiros, G;

    Publication
    CoRR

    Abstract

    2025

    The Role of Deep Learning in Financial Asset Management: A Systematic Review

    Authors
    Reis, P; Serra, AP; Gama, J;

    Publication
    CoRR

    Abstract

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