Stable Prediction of Defect-Inducing Software Changes (SPDISC)

Minku, Leandro (Principal Investigator)

Computer Science

Short title	Stable Prediction of Defect-Inducing Software Changes (SPDISC)
Status	Finished
Effective start/end date	4/09/18 → 1/11/19

Funding

Engineering & Physical Science Research Council

3 Article
2 Conference contribution

Dynamic Swarm Intelligence for Time Series Forecasting in the Presence of Concept Drift
Oliveira, G. H. F. M., Cabral, G. G., Oliveira, A., Oliveira, M., Minku, L. & Oliveira, A. L. I., 27 Jul 2025, In: SN Computer Science. 6, 17 p., 695.
Research output: Contribution to journal › Article › peer-review

Open Access
File
4 Downloads (Pure)
Hyperon: An Online Hyperparameter Tuning Approach for Data Stream Learning
Tabassum, S. & Minku, L. L., 24 Nov 2025, 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA). Institute of Electrical and Electronics Engineers (IEEE), 10 p. 11247974. (Proceedings of the International Conference on Data Science and Advanced Analytics).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
189 Downloads (Pure)
The Value of Diversity for Dealing with Concept Drift in Class-Imbalanced Data Streams
Chiu, C. W. & Minku, L. L., 24 Nov 2025, 2025 IEEE 12th International Conference on Data Science and Advanced Analytics (DSAA). Institute of Electrical and Electronics Engineers (IEEE), 10 p. 11247989. (Proceedings of the International Conference on Data Science and Advanced Analytics).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Open Access
File
154 Downloads (Pure)