Leandro Minku

Publications

  1. 2020
  2. 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

  3. Accepted/In press

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

    Shuo Wang & Leandro Minku, 20 Mar 2020, (Accepted/In press) Proceedings of the International Joint Conference on Neural Networks (IJCNN), World Congress on Computational Intelligence, 2020. IEEE Computer Society Press, 8 p.

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

  4. Accepted/In press

    Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-Objective Optimisation

    Leandro Minku & Xin Yao, 20 Mar 2020, (Accepted/In press) 2020 IEEE Congress on Evolutionary Computation (IEE CEC 2020). IEEE Computer Society Press, 8 p.

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

  5. 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 (EEE SSCI 2019). IEEE Computer Society Press, 9 p. (IEEE Symposium Series on Computational Intelligence (SSCI)).

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

  6. 2019
  7. Published

    Optimal Evolutionary Optimization Hyperparameters to Mimic Human User Behaviour

    Leandro Minku, Xin Yao, 9 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI). p. 858-866

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

  8. 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

  9. Published

    When and How to Transfer Knowledge in Dynamic Multi-Objective Optimisation

    Leandro Minku & Xin Yao, 6 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE Computer Society Press, p. 2034-2041

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

  10. Published
  11. Published

    GMM-VRD: a gaussian mixture model for dealing with virtual and real concept drifts

    Leandro Minku, 30 Sep 2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE Computer Society, p. 1-8 8 p. 8852097

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

  12. Published

    Multi-source transfer learning for non-stationary environments

    Leandro Minku, 30 Sep 2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE Computer Society, 8 p. (Neural Networks (IJCNN), International Joint Conference on).

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

Previous 1 2 3 4 5 6 7 8 9 Next