| 2026 | AAAI | Generalizing Analogical Inference from Boolean to Continuous Domains. | Francisco Cunha, Yves Lepage, Miguel Couceiro, Zied Bouraoui |
| 2026 | ICAART | Learning Proportional Analogies: Lightweight Neural Network vs Large Language Models. | Stergos D. Afantenos, Miguel Couceiro, Emiliano Lorini, Van-Duy Ngo |
| 2026 | LREC | FrameNet Semantic Role Classification by Analogy. | Van-Duy Ngo, Stergos D. Afantenos, Emiliano Lorini, Miguel Couceiro |
| 2025 | COLING | EDAR: A pipeline for Emotion and Dialogue Act Recognition. | Elie Dina, Rania Ayachi Kibech, Miguel Couceiro |
| 2025 | IJCAI | EnergyCompress: A General Case Base Learning Strategy. | Fadi Badra, Esteban Marquer, Marie-Jeanne Lesot, Miguel Couceiro, David Leake |
| 2024 | ECAI | KGPRUNE: A Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning. | Pierre Monnin, Cherif-Hassan Nousradine, Lucas Jarnac, Laurel Zuckerman, Miguel Couceiro |
| 2024 | ECAI | REFINE-LM: Mitigating Language Model Stereotypes via Reinforcement Learning. | Rameez Qureshi, Nam Es-Sebbani, Luis Galrraga, Yvette Graham, Miguel Couceiro, Zied Bouraoui |
| 2024 | ESANN | Clarity: a Deep Ensemble for Visual Counterfactual Explanations. | Claire Theobald, Frdric Pennerath, Brieuc Conan-Guez, Miguel Couceiro, Amedeo Napoli |
| 2024 | Interspeech | Unveiling Biases while Embracing Sustainability: Assessing the Dual Challenges of Automatic Speech Recognition Systems. | Ajinkya Kulkarni, Atharva Kulkarni, Miguel Couceiro, Isabel Trancoso |
| 2023 | CIKM | Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning. | Lucas Jarnac, Miguel Couceiro, Pierre Monnin |
| 2023 | ICCBR | Less is Better: An Energy-Based Approach to Case Base Competence. | Esteban Marquer, Fadi Badra, Marie-Jeanne Lesot, Miguel Couceiro, David Leake |
| 2023 | IJCAI | Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer. | Fadi Badra, Marie-Jeanne Lesot, Esteban Marquer, Miguel Couceiro |
| 2022 | ICCBR | An analogy based framework for patient-stay identification in healthcare. | Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet |
| 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 | ICCBR | Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion. | Pierre Monnin, Miguel Couceiro |
| 2022 | IJCAI | Exploring Analogical Inference in Healthcare. | Safa Alsaidi, Miguel Couceiro, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet |
| 2022 | IJCAI | Solving Morphological Analogies Through Generation. | Kevin Chan, Shane P. Kaszefski-Yaschuk, Camille Saran, Esteban Marquer, Miguel Couceiro |
| 2022 | IJCAI | A Galois Framework for the Study of Analogical Classifiers. | Miguel Couceiro, Erkko Lehtonen |
| 2022 | ISAIM | Analogical proportions: from Boolean to nominal and beyond... | Miguel Couceiro |
| 2021 | DSAA | A Neural Approach for Detecting Morphological Analogies. | Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro |
| 2021 | DSAA | Reducing Unintended Bias of ML Models on Tabular and Textual Data. | Guilherme Alves, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli |
| 2021 | ICCS | An Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems. | Alexandre Bazin, Miguel Couceiro, Marie-Dominique Devignes, Amedeo Napoli |
| 2020 | AIST | Making ML Models Fairer Through Explanations: The Case of LimeOut. | Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli |
| 2020 | ECAI | Embedding Formal Contexts Using Unordered Composition. | Esteban Marquer, Ajinkya Kulkarni, Miguel Couceiro |
| 2020 | ICCS | Knowledge-Based Matching of n-ary Tuples. | Pierre Monnin, Miguel Couceiro, Amedeo Napoli, Adrien Coulet |
| 2020 | ICIN | Double Mask: An Efficient Rule Encoding for Software Defined Networking. | Ahmad Abboud, Abdelkader Lahmadi, Michal Rusinowitch, Miguel Couceiro, Adel Bouhoula, Mondher Avadi |
| 2020 | IDA | Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs. | Kevin Dalleau, Miguel Couceiro, Malika Smal-Tabbone |
| 2019 | DIS | A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern Structure. | Nyoman Juniarta, Miguel Couceiro, Amedeo Napoli |
| 2019 | ICFCA | Elements About Exploratory, Knowledge-Based, Hybrid, and Explainable Knowledge Discovery. | Miguel Couceiro, Amedeo Napoli |
| 2019 | ICFCA | Pattern Structures for Identifying Biclusters with Coherent Sign Changes. | Nyoman Juniarta, Vctor Codocedo, Miguel Couceiro, Mehdi Kaytoue, Amedeo Napoli |
| 2019 | Networking | Poster : Minimizing range rules for packet filtering using a double mask representation. | Ahmad Abboud, Abdelkader Lahmadi, Michal Rusinowitch, Miguel Couceiro, Adel Bouhoula |
| 2018 | ICCAD | Majority logic synthesis. | Luca G. Amar, Eleonora Testa, Miguel Couceiro, Odysseas Zografos, Giovanni De Micheli, Mathias Soeken |
| 2018 | IJCAI | Behavior of Analogical Inference w.r.t. Boolean Functions. | Miguel Couceiro, Nicolas Hug, Henri Prade, Gilles Richard |
| 2018 | IJCAI | Biclustering Based on FCA and Partition Pattern Structures for Recommendation Systems. | Nyoman Juniarta, Vctor Codocedo, Miguel Couceiro, Amedeo Napoli |
| 2018 | IPMU | Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals. | Quentin Brabant, Miguel Couceiro, Didier Dubois, Henri Prade, Agns Rico |
| 2018 | PAKDD | Unsupervised Extremely Randomized Trees. | Kevin Dalleau, Miguel Couceiro, Malika Smal-Tabbone |
| 2017 | EUSFLAT | Enhancing the Expressive Power of Sugeno Integrals for Qualitative Data Analysis. | Miguel Couceiro, Didier Dubois, Henri Prade, Agns Rico |
| 2017 | IJCAI | Analogy-preserving functions: A way to extend Boolean samples. | Miguel Couceiro, Nicolas Hug, Henri Prade, Gilles Richard |
| 2017 | ISMIS | From Meaningful Orderings in the Web of Data to Multi-level Pattern Structures. | Quentin Brabant, Miguel Couceiro, Amedeo Napoli, Justine Reynaud |
| 2014 | IPMU | Quasi-Lovsz Extensions on Bounded Chains. | Miguel Couceiro, Jean-Luc Marichal |
| 2012 | ECAI | Decision-making with Sugeno integrals: DMU vs. MCDM. | Miguel Couceiro, Didier Dubois, Henri Prade, Tams Waldhauser |
| 2012 | IPMU | General Interpolation by Polynomial Functions of Distributive Lattices. | Miguel Couceiro, Didier Dubois, Henri Prade, Agns Rico, Tams Waldhauser |
| 2012 | IPMU | Quasi-Lovsz Extensions and Their Symmetric Counterparts. | Miguel Couceiro, Jean-Luc Marichal |
| 2011 | ECSQARU | Pseudo-polynomial Functions over Finite Distributive Lattices. | Miguel Couceiro, Tams Waldhauser |
| 2011 | EUSFLAT | Axiomatizations of the discrete Choquet integral and extensions. | Miguel Couceiro, Jean-Luc Marichal |
| 2010 | IPMU | Explicit Descriptions of Bisymmetric Sugeno Integrals. | Miguel Couceiro, Erkko Lehtonen |
| 2010 | IPMU | Explicit Descriptions of Associative Sugeno Integrals. | Miguel Couceiro, Jean-Luc Marichal |
| 2010 | MDAI | Sugeno Utility Functions I: Axiomatizations. | Miguel Couceiro, Tams Waldhauser |
| 2010 | MDAI | Sugeno Utility Functions II: Factorizations. | Miguel Couceiro, Tams Waldhauser |
| 2009 | EUSFLAT | Polynomial Functions on Bounded Chains. | Miguel Couceiro, Jean-Luc Marichal |
| 2009 | EUSFLAT | Quasi-Polynomial Functions on Bounded Chains. | Miguel Couceiro, Jean-Luc Marichal |