Leandro Minku

Publications

  1. 2019
  2. Published
  3. Accepted/In press

    Optimal evolutionary optimization hyper-parameters to mimic human user behavior

    Saha, S., Rios, T., Leandro Minku, Xin Yao, Xu, Z., Sendhoff, B. & Menzel, S., 1 Sep 2019, (Accepted/In press) 2019 IEEE Symposium Series on Computational Intelligence (EEE SSCI 2019). IEEE Computer Society Press, 9 p.

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

  4. E-pub ahead of print

    A heterogeneous online learning ensemble for non-stationary environments

    Idrees, M. M., Leandro Minku, Stahl, F. & Badii, A., 23 Aug 2019, In : Knowledge-Based Systems. 23 p., 104983.

    Research output: Contribution to journalArticle

  5. Published

    Class imbalance evolution and verification latency in just-in-time software defect prediction

    George Gomes Cabral, Leandro Minku, Shihab, E. & Mujahid, S., 25 May 2019, Proceedings of the 41st ACM/IEEE International Conference on Software Engineering (ICSE 2019). IEEE Computer Society Press, p. 666-676 11 p.

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

  6. Accepted/In press

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

    Oliveira, G. H. F. M., Leandro Minku & Oliveira, A. L. I., 7 Mar 2019, (Accepted/In press) Proceedings of the International Joint Conference on Neural Networks (IJCNN 2019). IEEE Computer Society, 8 p.

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

  7. Accepted/In press

    Multi-source transfer learning for non-stationary environments

    Du, H., Leandro Minku & Zhou, H., 7 Mar 2019, (Accepted/In press) Proceedings of the International Joint Conference on Neural Networks (IJCNN 2019). IEEE Computer Society, 8 p.

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

  8. E-pub ahead of print
  9. Published

    Transfer Learning in Non-Stationary Environments

    Leandro Minku, 2019, Learning from Data Streams in Evolving Environments. Sayed-Mouchaweh, M. (ed.). Springer, p. 13-37 25 p. (Studies in Big Data).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  10. 2018
  11. Published

    Reverse engineering the behaviour of Twitter bots

    Shehu, B., Heckel, R. & Leandro Minku, 3 Dec 2018, 2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS). Institute of Electrical and Electronics Engineers (IEEE), p. 27 - 34 8 p.

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

  12. Published

    A novel automated approach for software effort estimation based on data augmentation

    Liyan Song, Leandro Minku & Xin Yao, 26 Oct 2018, Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2018). T. Leavens, G., Garcia, A. & S. Păsăreanu, C. (eds.). New York, NY: ACM/IEEE, p. 468-479 12 p.

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

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