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João Gama

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

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Mar 03, 2025
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On-device edge learning for IoT data streams: a survey

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Feb 25, 2025
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In-context learning of evolving data streams with tabular foundational models

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Feb 24, 2025
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DFDT: Dynamic Fast Decision Tree for IoT Data Stream Mining on Edge Devices

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Feb 19, 2025
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A Systematic Review on Long-Tailed Learning

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Aug 01, 2024
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Aequitas Flow: Streamlining Fair ML Experimentation

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May 09, 2024
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A Neuro-Symbolic Explainer for Rare Events: A Case Study on Predictive Maintenance

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Apr 21, 2024
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Super-Resolution Analysis for Landfill Waste Classification

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Apr 02, 2024
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S+t-SNE -- Bringing dimensionality reduction to data streams

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Mar 26, 2024
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Unveiling Group-Specific Distributed Concept Drift: A Fairness Imperative in Federated Learning

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Feb 12, 2024
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