Publications

Selected publications

Recent work

  1. 2026

    Adaptive approaches towards fully incremental prediction interval for data stream regression

    Sun, Y., Pfahringer, B., Gomes, H.M. et al. · Knowledge and Information Systems, 68, 227

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  2. 2025

    Detecting Domain Shifts in Myoelectric Activations: Challenges and Opportunities in Stream Learning

    Sun, Y., Lim, N., Cassales, G.W., et al. · PRICAI 2025

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  3. 2025

    Dynamic Ensemble Member Selection for Data Stream Classification

    Sun, Y., Pfahringer, B., Gomes, H.M., Bifet, A. · CIKM 2025

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  4. 2025

    CapyMOA: Efficient Machine Learning for Data Streams and Online Continual Learning in Python

    Gomes, H.M., Lee, A., Gunasekara, N., Sun, Y., et al. · arXiv preprint

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  5. 2025 · PhD thesis

    Improving ensembles and prediction intervals for machine learning on data streams

    Sun, Y. · University of Waikato

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  6. 2024

    Adaptive Prediction Interval for Data Stream Regression

    PAKDD 2024

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  7. 2024

    Real-Time Energy Pricing in New Zealand: An Evolving Stream Analysis

    PRICAI 2024

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  8. 2022

    SOKNL: Integrating K-nearest neighbours with adaptive random forest regression for data streams

    ECML PKDD 2022

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