| 2026 | IDA | Heterogeneous Pattern Sampling According to Frequency. | Rayane Lachache, Djawad Bekkoucha, Abdelkader Ouali, Bruno Crmilleux, Thi-Bich-Hanh Dao, Christel Vrain |
| 2025 | IDA | A Constrained Declarative Based Approach for Explainable Clustering. | Mathieu Guilbert, Christel Vrain, Thi-Bich-Hanh Dao |
| 2025 | SAC | Features Leverage in Graph Models for Mineral Prospectivity Mapping. | Thi Hai Yen Vu, Thi-Bich-Hanh Dao, Vincent Nguyen, Christel Vrain, Hugo Breuillard |
| 2025 | WACV | Memory-efficient Continual Learning with Neural Collapse Contrastive. | Trung-Anh Dang, Vincent Nguyen, Ngoc-Son Vu, Christel Vrain |
| 2024 | ICTAI | Rule-Based Constraint Elicitation For Active Constraint-Incremental Clustering. | Aymeric Beauchamp, Thi-Bich-Hanh Dao, Samir Loudni, Christel Vrain |
| 2023 | CP | Incremental Constrained Clustering by Minimal Weighted Modification. | Aymeric Beauchamp, Thi-Bich-Hanh Dao, Samir Loudni, Christel Vrain |
| 2022 | IJCNN | Anchored Constrained Clustering Ensemble. | Mathieu Guilbert, Christel Vrain, Thi-Bich-Hanh Dao, Marcilio C. P. de Souto |
| 2020 | DIS | Constrained Clustering via Post-processing. | Nguyen-Viet-Dung Nghiem, Christel Vrain, Thi-Bich-Hanh Dao, Ian Davidson |
| 2018 | IJCAI | Descriptive Clustering: ILP and CP Formulations with Applications. | Thi-Bich-Hanh Dao, Chia-Tung Kuo, S. S. Ravi, Christel Vrain, Ian Davidson |
| 2017 | AAAI | A Framework for Minimal Clustering Modification via Constraint Programming. | Chia-Tung Kuo, S. S. Ravi, Thi-Bich-Hanh Dao, Christel Vrain, Ian Davidson |
| 2017 | DEXA | MapFIM: Memory Aware Parallelized Frequent Itemset Mining in Very Large Datasets. | Khanh-Chuong Duong, Mostafa Bamha, Arnaud Giacometti, Dominique Li, Arnaud Soulet, Christel Vrain |
| 2016 | ECAI | A Framework for Actionable Clustering Using Constraint Programming. | Thi-Bich-Hanh Dao, Christel Vrain, Khanh-Chuong Duong, Ian Davidson |
| 2016 | ECAI | Repetitive Branch-and-Bound Using Constraint Programming for Constrained Minimum Sum-of-Squares Clustering. | Tias Guns, Thi-Bich-Hanh Dao, Christel Vrain, Khanh-Chuong Duong |
| 2015 | CP | Constrained Minimum Sum of Squares Clustering by Constraint Programming. | Thi-Bich-Hanh Dao, Khanh-Chuong Duong, Christel Vrain |
| 2013 | ICTAI | A Filtering Algorithm for Constrained Clustering with Within-Cluster Sum of Dissimilarities Criterion. | Thi-Bich-Hanh Dao, Khanh-Chuong Duong, Christel Vrain |
| 2012 | ILP | A Link-Based Method for Propositionalization. | Quang-Thang Dinh, Christel Vrain, Matthieu Exbrayat |
| 2011 | IJCAI | Generative Structure Learning for Markov Logic Networks Based on Graph of Predicates. | Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrain |
| 2010 | AAAI | Abstracting Markov Networks. | Lorenza Saitta, Christel Vrain, Zhaohui Wu, Lu Jiang, Qinghua Zheng, Jun Liu |
| 2010 | ADMA | Discriminative Markov Logic Network Structure Learning Based on Propositionalization and | Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrain |
| 2010 | ICMLA | Heuristic Method for Discriminative Structure Learning of Markov Logic Networks. | Quang-Thang Dinh, Matthieu Exbrayat, Christel Vrain |
| 2010 | ILP | Learning Discriminant Rules as a Minimal Saturation Search. | Matthieu Lopez, Lionel Martin, Christel Vrain |
| 2010 | ICTAI | On Learning Constraint Problems. | Arnaud Lallouet, Matthieu Lopez, Lionel Martin, Christel Vrain |
| 2008 | ILP | A Comparison between Two Statistical Relational Models. | Lorenza Saitta, Christel Vrain |
| 2007 | IJCAI | QuantMiner: A Genetic Algorithm for Mining Quantitative Association Rules. | Ansaf Salleb-Aouissi, Christel Vrain, Cyril Nortet |
| 2006 | ILP | Structuring Natural Language Data by Learning Rewriting Rules. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2006 | ISMIS | A Proximity Measure and a Clustering Method for Concept Extraction in an Ontology Building Perspective. | Guillaume Cleuziou, Sylvie Billot, Stanislas Lew, Lionel Martin, Christel Vrain |
| 2005 | ISMIS | Estimation of the Density of Datasets with Decision Diagrams. | Ansaf Salleb, Christel Vrain |
| 2004 | ECAI | PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2004 | SPIRE | DDOC: Overlapping Clustering of Words for Document Classification. | Guillaume Cleuziou, Lionel Martin, Viviane Clavier, Christel Vrain |
| 2003 | ILP | Disjunctive Learning with a Soft-Clustering Method. | Guillaume Cleuziou, Lionel Martin, Christel Vrain |
| 2002 | ECAI | Mining maximal frequent itemsets by a boolean approach. | Ansaf Salleb, Zahir Maazouzi, Christel Vrain |
| 2001 | ILP | A Genetic Algorithm for Propositionalization. | Agns Braud, Christel Vrain |
| 2000 | ILP | Composition of Biasses of Inductive Logic Programming. | Frdric Moal, Christel Vrain |
| 1999 | DIS | Learning in Constraint Databases. | Teddy Turmeaux, Christel Vrain |
| 1997 | ILP | Systematic Predicate Invention in Inductive Logic Programming. | Lionel Martin, Christel Vrain |
| 1997 | ISMIS | Efficient Induction of Numerical Constraints. | Lionel Martin, Christel Vrain |
| 1996 | ALT | Induction of Constraint Logic Programs. | Lionel Martin, Christel Vrain |
| 1996 | ISMIS | Hierarchical Conceptual Clustering in a First Order Representation. | Christel Vrain |
| 1992 | CaiSE | Building a Tool for Software Code Analysis: A Machine Learning Approach. | Gilles Fouqu, Christel Vrain |