Drum Fills Detection and Generation. - Frédéric Tamagnan; Yi-Hsuan Yang (CMMR, 2019)

Identifying and Generating Missing Tests using Machine Learning on Execution Traces. - Mark Utting; Bruno Legeard; Frédéric Dadeau; Frédéric Tamagnan; Fabrice Bouquet (AITest, 2020)

Regression Test Generation by Usage Coverage Driven Clustering on User Traces. - Frédéric Tamagnan; Fabrice Bouquet; Alexandre Vernotte; Bruno Legeard (ICSTW, 2023)

Generation of Regression Tests From Logs With Clustering Guided by Usage Patterns. - Frédéric Tamagnan; Alexandre Vernotte; Fabrice Bouquet; Bruno Legeard (Softw. Test. Verification Reliab., 2024)