2022-2026 Publications

• 2026
  • Ch. Fan, F. Badra, M.‑J. Lesot : “Compatibility-based Similarity Learning for Case Base Prediction”, 21^st International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, vol. 3021, Rome, Italy (2026)
  • Ch. Fan, F. Badra, M.‑J. Lesot : “Case-Based Prediction Using a Continuous Compatibility Measure”, 18^th International Conference on Agents and Artificial Intelligence, vol. 5, Marbella, Spain, pp. 3958-3965, (ScitePress), (ISBN: 978-989-758-796-2) (2026)
• 2025
  • F. Badra, E. Marquer, M.‑J. Lesot, M. Couceiro, D. Leake : “EnergyCompress: A General Case Base Learning Strategy”, 34^th International Joint Conference on Artificial Intelligence (IJCAI 2025), Montreal, Canada (2025)
• 2023
  • F. Badra, M.‑J. Lesot, E. Marquer, M. Couceiro : “Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer”, Proceedings of the 2^nd Workshop Interactions between Analogical Reasoning and Machine Learning, IARML@IJCAI'2023, vol. 3492, CEUR-WS.org, Macao, China, pp. 16-29, (CEUR-WS.org) (2023)
  • E. Marquer, F. Badra, M.‑J. Lesot, M. Couceiro, D. Leake : “Less is Better: An Energy-Based Approach to Case Base Competence”, Proceedings of the Workshops at the 31^st International Conference on Case-Based Reasoning (ICCBR-WS 2023)co-located with the 31^st International Conference on Case-Based Reasoning (ICCBR 2023), vol. 3438, Aberdeen, United Kingdom, pp. 27-42, (CEUR) (2023)
• 2022
  • F. Badra, M.‑J. Lesot : “CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Prediction”, ICCBR Analogies’22: Workshop on Analogies: from Theory to Applications at ICCBR-2022, Nancy, France (2022)
  • F. Badra, M.‑J. Lesot, A. Barakat, Ch. Marsala : “Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer”, International Conference on Case-based Reasoning (ICCBR), vol. 13405, Lecture Notes in Computer Science, Nancy, France, pp. 175-189, (Springer) (2022)
  • F. Badra, M.‑J. Lesot : “Case-Based Prediction - A Survey”, (2022)