Leandro Minku

Publications

  1. 2021
  2. Accepted/In press
  3. E-pub ahead of print

    The impact of data difficulty factors on classification of imbalanced and concept drifting data streams

    Leandro Minku, 1 Apr 2021, (E-pub ahead of print) In: Knowledge and Information Systems.

    Research output: Contribution to journalArticlepeer-review

  4. Accepted/In press

    A Hybrid Local Search Framework for the Dynamic Capacitated Arc Routing Problem

    Leandro Minku & Xin Yao, 26 Mar 2021, (Accepted/In press) Genetic and Evolutionary Computation Conference (GECCO). 2 p.

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

  5. E-pub ahead of print

    Surrogate models in evolutionary single-objective optimization: a new taxonomy and experimental study

    Leandro Minku & Xin Yao, 8 Mar 2021, (E-pub ahead of print) In: Information Sciences.

    Research output: Contribution to journalArticlepeer-review

  6. 2020
  7. E-pub ahead of print
  8. 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

  9. Accepted/In press

    Quantifying The Generative Capabilities Of Variational Autoencoders For 3D Car Point Clouds

    Leandro Minku, Xin Yao, 18 Sep 2020, (Accepted/In press) IEEE Symposium Series on Computational Intelligence (SSCI 2020) - Proceedings. IEEE Computer Society Press, 9 p.

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

  10. Published
  11. Published

    Computational study on effectiveness of knowledge transfer in dynamic multi-objective optimisation

    Leandro Minku & Xin Yao, 3 Sep 2020, 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE Computer Society Press, p. 1-8 8 p.

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

  12. Accepted/In press

    MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments

    Leandro Minku, 20 Aug 2020, (Accepted/In press) 20th IEEE International Conference on Data Mining (ICDM, 2020). IEEE Computer Society Press, 10 p.

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

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