Property-based testing for ML-intensive software

Wauters, Cindy (Mandate)
De Roover, Coen (Administrative Promotor)

Description

FWO Aspirant Mandaat + benchfee
Promotor: Coen De Roover

Acronym	FWOSB153
Status	Active
Effective start/end date	1/11/23 → 31/10/27

Keywords

software testing
property-based testing
ML testing

Flemish discipline codes in use since 2023

Programming languages and technologies

1 Conference paper
1 Poster

Property-based Testing within ML-projects: An empirical study on ML GitHub projects
Wauters, C. & De Roover, C., 9 Sep 2024, (Unpublished).
Research output: Unpublished contribution to conference › Poster

File

5 Downloads (Pure)
Property-based Testing within ML Projects: an Empirical Study
Wauters, C. & De Roover, C., Oct 2024, 2024 IEEE International Conference on Software Maintenance and Evolution (ICSME). 2024 ed. IEEE, Vol. 40th. p. 648-653 6 p. (Proceedings - IEEE International Conference on Software Maintenance).
Research output: Chapter in Book/Report/Conference proceeding › Conference paper

File

68 Downloads (Pure)

Dataset for "Property-based Testing within ML Projects: an Empirical Study" (ICSME NIER 2024)
Wauters, C. (Creator) & De Roover, C. (Creator), Zenodo, 31 Aug 2024
DOI: 10.5281/zenodo.13341915, https://zenodo.org/doi/10.5281/zenodo.13341915
Dataset

1 Talk or presentation at a conference

Property-based Testing within ML Projects: an Empirical Study
Cindy Wauters (Speaker)
9 Oct 2024
Activity: Talk or presentation › Talk or presentation at a conference