Shuo Wang

Publications

  1. 2021
  2. Published
  3. 2020
  4. Published

    AUC estimation and concept drift detection for imbalanced data streams with multiple classes

    Shuo Wang & Leandro Minku, 28 Sep 2020, Proceedings of the International Joint Conference on Neural Networks (IJCNN), World Congress on Computational Intelligence, 2020. IEEE Computer Society Press, 8 p. 9207377. (Proceedings of International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. 2019
  6. Accepted/In press

    Understanding the Automated Parameter Optimization on Transfer Learning for Cross-Project Defect Prediction: An Empirical Study

    Shuo Wang & , 9 Dec 2019, (Accepted/In press) 42nd International Conference on Software Engineering (ICSE 2020). Association for Computing Machinery (ACM), 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. Published

    Resample-based ensemble framework for drifting imbalanced data streams

    Shuo Wang, & , 6 May 2019, In: IEEE Access. 7, p. 65103-65115 13 p.

    Research output: Contribution to journalArticlepeer-review

  8. Published

    Electricity consumption probability density forecasting method based on LASSO-Quantile Regression Neural Network

    Shuo Wang, & , 1 Jan 2019, In: Applied Energy. 233-234, p. 565-575 11 p.

    Research output: Contribution to journalArticlepeer-review

  9. 2018
  10. Published

    Fuzzy superpixels for polarimetric SAR images classification

    Shuo Wang, & , 4 Oct 2018, In: IEEE Transactions on Fuzzy Systems. 26, 5, p. 2846-2860 15 p.

    Research output: Contribution to journalArticlepeer-review

  11. Published

    A Systematic Study of Online Class Imbalance Learning With Concept Drift

    Shuo Wang, Leandro Minku & Xin Yao, Oct 2018, In: IEEE Transactions on Neural Networks and Learning Systems. 29, 10, p. 4802-4821 20 p.

    Research output: Contribution to journalArticlepeer-review

  12. Published

    Fuzzy sparse autoencoder framework for single image per person face recognition

    Shuo Wang & , 17 Jul 2018, In: IEEE Transactions on Cybernetics. 48, 8, p. 2402-2415 14 p.

    Research output: Contribution to journalArticlepeer-review

  13. 2017
  14. Published

    Short-term power load probability density forecasting method using kernel-based support vector quantile regression and Copula theory

    Shuo Wang & , 1 Jan 2017, In: Applied Energy. 185, p. 254-266 13 p.

    Research output: Contribution to journalArticlepeer-review

  15. 2016
  16. Published

    Dealing with Multiple Classes in Online Class Imbalance Learning

    Shuo Wang, Leandro Minku & Xin Yao, 15 Jul 2016, Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI). New York City: AAAI Press, p. 2118-2124 7 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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