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Research

Dr Xiaowei Gu

Formerly at Lancaster University

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  1. 2023
  2. Published

    Multiobjective Evolutionary Optimization for Prototype-Based Fuzzy Classifiers

    Gu, X., Li, M., Shen, L., Tang, G., Ni, Q., Peng, T. & Shen, Q., 31/05/2023, In: IEEE Transactions on Fuzzy Systems. 31, 5, p. 1703-1715 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. E-pub ahead of print

    Multilayer Evolving Fuzzy Neural Networks

    Gu, X., Angelov, P., Han, J. & Shen, Q., 16/05/2023, (E-pub ahead of print) In: IEEE Transactions on Fuzzy Systems. p. 1-12 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. 2022
  5. Published

    Self-Organizing Fuzzy Belief Inference System for Classification

    Gu, X., Angelov, P. & Shen, Q., 31/12/2022, In: IEEE Transactions on Fuzzy Systems. 30, 12, p. 5473-5483 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. Published

    Multi-Class Fuzzily Weighted Adaptive Boosting-based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

    Gu, X. & Angelov, P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Multiclass Fuzzily Weighted Adaptive-Boosting-Based Self-Organizing Fuzzy Inference Ensemble Systems for Classification

    Gu, X. & Angelov, P. P., 1/09/2022, In: IEEE Transactions on Fuzzy Systems. 30, 9, p. 3722-3735 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    A multistream deep rule-based ensemble system for aerial image scene classification

    Gu, X. & Angelov, P. P., 29/06/2022, Deep Learning, Intelligent Control and Evolutionary Computation. Angelov, P. (ed.). World Scientific Publishing Co., Vol. 2. p. 661-695 35 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

  9. Published

    A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

    Gu, X., Angelov, P., Zhang, C. & Atkinson, P., 31/05/2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 5, p. 2281-2292 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. 2021
  11. Published

    Particle Swarm Optimized Autonomous Learning Fuzzy System

    Gu, X., Shen, Q. & Angelov, P., 30/11/2021, In: IEEE Transactions on Cybernetics. 51, 11, p. 5352-5363 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Multi-Layer Ensemble Evolving Fuzzy Inference System

    Gu, X., 31/08/2021, In: IEEE Transactions on Fuzzy Systems. 29, 8, p. 2425-2431 7 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Self-organizing fuzzy inference ensemble system for big streaming data classification

    Gu, X., Angelov, P. & Zhao, Z., 22/04/2021, In: Knowledge-Based Systems. 218, 13 p., 106870.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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