Quality issues in Machine Learning Software Systems. - Pierre-Olivier Côté; Amin Nikanjam; Rached Bouchoucha; Foutse Khomh (CoRR, 2022)

Can Ensembling Pre-processing Algorithms Lead to Better Machine Learning Fairness? - Khaled Badran; Pierre-Olivier Côté; Amanda Kolopanis; Rached Bouchoucha; Antonio Collante; Diego Elias Costa; Emad Shihab; Foutse Khomh (CoRR, 2022)

Can Ensembling Preprocessing Algorithms Lead to Better Machine Learning Fairness? - Khaled Badran; Pierre-Olivier Côté; Amanda Kolopanis; Rached Bouchoucha; Antonio Collante; Diego Elias Costa; Emad Shihab; Foutse Khomh (Computer, 2023)

Data cleaning and machine learning: a systematic literature review. - Pierre-Olivier Côté; Amin Nikanjam; Nafisa Ahmed; Dmytro Humeniuk; Foutse Khomh (Autom. Softw. Eng., 2024)

Quality issues in machine learning software systems. - Pierre-Olivier Côté; Amin Nikanjam; Rached Bouchoucha; Ilan Basta; Mouna Abidi; Foutse Khomh (Empir. Softw. Eng., 2024)