| 2025 | ICCBR | Two-Agent Case-Based Reasoning for Prediction. | Pierre-Alexandre Murena |
| 2023 | AAAI | Teaching to Learn: Sequential Teaching of Learners with Internal States. | Mustafa Mert elikok, Pierre-Alexandre Murena, Samuel Kaski |
| 2022 | ICCBR | A Deep Learning Approach to Solving Morphological Analogies. | Esteban Marquer, Safa Alsaidi, Amandine Decker, Pierre-Alexandre Murena, Miguel Couceiro |
| 2022 | ICCBR | Transgerring Learned Models of Morphological Analogy. | Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro |
| 2022 | IJCAI | Measuring the Feasibility of Analogical Transfer using Complexity. | Pierre-Alexandre Murena |
| 2021 | DSAA | A Neural Approach for Detecting Morphological Analogies. | Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro |
| 2021 | ICCBR | Inferring Case-Based Reasoners' Knowledge to Enhance Interactivity. | Pierre-Alexandre Murena, Marie Al-Ghossein |
| 2021 | IUI | Improving Artificial Teachers by Considering How People Learn and Forget. | Aurlien Nioche, Pierre-Alexandre Murena, Carlos de la Torre-Ortiz, Antti Oulasvirta |
| 2020 | IJCAI | Solving Analogies on Words based on Minimal Complexity Transformation. | Pierre-Alexandre Murena, Marie Al-Ghossein, Jean-Louis Dessalles, Antoine Cornujols |
| 2020 | IDA | Transfer Learning by Learning Projections from Target to Source. | Antoine Cornujols, Pierre-Alexandre Murena, Raphal Olivier |
| 2018 | ICCBR | Opening the Parallelogram: Considerations on Non-Euclidean Analogies. | Pierre-Alexandre Murena, Antoine Cornujols, Jean-Louis Dessalles |
| 2018 | IJCAI | An Information Theory based Approach to Multisource Clustering. | Pierre-Alexandre Murena, Jrmie Sublime, Basarab Matei, Antoine Cornujols |
| 2018 | IJCNN | Adaptive Window Strategy for Topic Modeling in Document Streams. | Pierre-Alexandre Murena, Marie Al-Ghossein, Talel Abdessalem, Antoine Cornujols |
| 2018 | RecSys | Adaptive collaborative topic modeling for online recommendation. | Marie Al-Ghossein, Pierre-Alexandre Murena, Talel Abdessalem, Anthony Barr, Antoine Cornujols |
| 2017 | ICCBR | Knowledge Transfer in Artificial Learning. | Pierre-Alexandre Murena |
| 2017 | ICCBR | A Complexity Based Approach for Solving Hofstadter's Analogies. | Pierre-Alexandre Murena, Jean-Louis Dessalles, Antoine Cornujols |
| 2017 | IJCNN | Incremental learning with the minimum description length principle. | Pierre-Alexandre Murena, Antoine Cornujols, Jean-Louis Dessalles |
| 2017 | IJCNN | Analysis of the influence of diversity in collaborative and multi-view clustering. | Jrmie Sublime, Basarab Matei, Pierre-Alexandre Murena |
| 2016 | IJCNN | Minimum Description Length Principle applied to structure adaptation for classification under concept drift. | Pierre-Alexandre Murena, Antoine Cornujols |