Leandro Minku

Publications

  1. 2020
  2. 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

  3. Published
  4. 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

  5. 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

  6. E-pub ahead of print

    Detecting asthma exacerbations using daily home monitoring and machine learning

    Leandro Minku, 27 Jul 2020, In : Journal of Asthma. 11 p.

    Research output: Contribution to journalArticle

  7. Accepted/In press

    Towards Novel Meta-heuristic Algorithms for Dynamic Capacitated Arc Routing Problems

    Leandro Minku & Xin Yao, 27 May 2020, (Accepted/In press) Parallel Problem Solving from Nature (PPSN XVI), Sixteenth International Conference, Proceedings . Springer, 14 p. (Lecture Notes in Computer Science).

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

  8. Published

    Better software analytics via “DUO”: data mining algorithms using/used-by optimizers

    Leandro Minku, May 2020, In : Empirical Software Engineering. 25, p. 2099–2136 38 p.

    Research output: Contribution to journalArticle

  9. Published

    Optimal evolutionary optimization hyper-parameters to mimic human user behavior

    Leandro Minku, Xin Yao, 20 Feb 2020, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. IEEE Computer Society Press, p. 858-866 9 p. 9002958. (IEEE Symposium Series on Computational Intelligence (SSCI)).

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

  10. Published
  11. 2019
  12. Accepted/In press

    An Investigation of Cross-Project Learning in Online Just-In-Time Software Defect Prediction

    Sadia Tabassum, Leandro Minku & Liyan Song, 8 Dec 2019, (Accepted/In press) 42nd International Conference on Software Engineering (ICSE 2020). IEEE Computer Society Press, 12 p.

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

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