Social talk: making conversation with people and machine. - Emer Gilmartin; Marine Collery; Ketong Su; Yuyun Huang; Christy Elias; Benjamin R. Cowan; Nick Campbell 001 (ISIAA@ICMI, 2017)

Rule Learning from Time-Dependent Data Applied to Fraud Detection. - Marine Collery (RuleML+RR (Supplement), 2021)

Learning Binary Classification Rules for Sequential Data. - Marine Collery; Remy Kusters (STRL@IJCAI, 2022)

Differentiable Rule Induction with Learned Relational Features. - Remy Kusters; Yusik Kim; Marine Collery; Christian de Sainte Marie; Shubham Gupta (NeSy, 2022)

Neural-based classification rule learning for sequential data. - Marine Collery; Philippe Bonnard; François Fages; Remy Kusters (ICLR, 2023)

Expressive classification rule learning with an emphasis on learning from sequential data. (Apprentissage de règles de classification expressives notamment à partir de données séquentielles). - Marine Collery (2023)