20 documents
Journal articles
- Esteban Marquer, Miguel Couceiro. Solving morphological analogies: from retrieval to generation. Special Issue in Annals of Mathematics and Artificial Intelligence: Mathematical Foundations of Analogical Reasoning and Applications, 2024, ⟨10.48550/arXiv.2303.18062⟩. ⟨hal-04056908⟩
- Claudia d'Amato, Louis Mahon, Pierre Monnin, Giorgos Stamou. Machine Learning and Knowledge Graphs: Existing Gaps and Future Research Challenges. Transactions on Graph Data and Knowledge, 2023, 1 (1), pp.1-35. ⟨10.4230/TGDK.1.1.8⟩. ⟨hal-04353543⟩
- Miguel Couceiro, Erkko Lehtonen. Galois theory for analogical classifiers. Annals of Mathematics and Artificial Intelligence, In press, ⟨10.1007/s10472-023-09833-6⟩. ⟨hal-03665625v2⟩
Conference papers
- Lucas Jarnac, Miguel Couceiro, Pierre Monnin. Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning. CIKM '23: The 32nd ACM International Conference on Information and Knowledge Management, Oct 2023, Birmingham (UK), United Kingdom. pp.934-944, ⟨10.1145/3583780.3615030⟩. ⟨hal-04254979⟩
- Fadi Badra, Marie-Jeanne Lesot, Esteban Marquer, Miguel Couceiro. Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer. IARML@IJCAI'2023: Workshop on the Interactions between Analogical Reasoning and Machine Learning, at IJCAI'2023, Aug 2023, Macao, China. pp.16-29. ⟨hal-04208969⟩
- Stergos Afantenos, Thomas Barbero. Some Preliminary Results on Analogies Between Sentences Using Contextual and Non-Contextual Embeddings. 2nd Workshop on the Interactions between Analogical Reasoning and Machine Learning 2023 (IARML 2023), Aug 2023, Macao SAR, China. pp.34--45. ⟨hal-04394281⟩
- Éric Astier, Hugo Iopeti, Jean Lieber, Hugo Mathieu Steinbach, Ludovic Yvoz. Case-Based Cleaning of Text Images. 31st International Conference on Case-Based Reasoning (ICCBR-2023), Steward Massie; Sutanu Chakraborti, Jul 2023, Aberdeeen, United Kingdom. pp.344-358. ⟨hal-04393829⟩
- Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer, Esteban Marquer. An analogy based approach for solving target sense verification. NLPIR 2022 - 6th International Conference on Natural Language Processing and Information Retrieval, Dec 2022, Bangkok, Thailand. ⟨hal-03792071⟩
- Esteban Marquer, Safa Alsaidi, Amandine Decker, Pierre-Alexandre Murena, Miguel Couceiro. A Deep Learning Approach to Solving Morphological Analogies. 30th International Conference on Case-Based Reasoning (ICCBR2022), Sep 2022, Nancy, France. pp.159--174, ⟨10.1007/978-3-031-14923-8_11⟩. ⟨hal-03660625⟩
- Pierre Monnin, Miguel Couceiro. Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion. Workshop ATA@ICCBR 2022 - Analogies: from Theory to Applications, Sep 2022, Nancy (FR), France. ⟨hal-04057391⟩
- Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro. Transferring Learned Models of Morphological Analogy. ATA@ICCBR2022 - Analogies: from Theory to Applications (ATA@ICCBR2022), Sep 2022, Nancy, France. ⟨hal-03783959⟩
- Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, et al.. An analogy based framework for patient-stay identification in healthcare. ATA@ICCBR 2022 - Workshop Analogies: from Theory to Applications, Sep 2022, Nancy, France. ⟨hal-03763772⟩
- Kevin Chan, Shane Peter Kaszefski-Yaschuk, Camille Saran, Esteban Marquer, Miguel Couceiro. Solving Morphological Analogies Through Generation. IJCAI-ECAI Workshop on the Interactions between Analogical Reasoning and Machine Learning (IARML@IJCAI-ECAI 2022), Miguel Couceiro and Pierre-Alexandre Murena, Jul 2022, Vienna, Austria. pp.29-39. ⟨hal-03674913⟩
- Safa Alsaidi, Miguel Couceiro, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, et al.. Exploring Analogical Inference in Healthcare. IARML@IJCAI-ECAI’2022: Workshop on the Interactions between Analogical Reasoning and Machine Learning, at IJCAI-ECAI’2022, Jul 2022, Vienna, Austria. ⟨hal-03955354⟩
- Miguel Couceiro, Erkko Lehtonen. A Galois Framework for the Study of Analogical Classifiers. IJCAI-ECAI Workshop on the Interactions between Analogical Reasoning and Machine Learning (IARML@IJCAI-ECAI 2022), Miguel Couceiro; Pierre-Alexandre Murena, Jul 2022, Vienna, Austria. pp.51-61. ⟨hal-03745365⟩
- Stergos Afantenos, Suryani Lim, Henri Prade, Gilles Richard. Theoretical study and empirical investigation of sentence analogies. IJCAI-ECAI Workshop: Workshop on the Interactions between Analogical Reasoning and Machine Learning (IAMRL 2022) @ IJCAI-ECAI 2022, Jul 2022, Vienna, Austria. pp.15-28. ⟨hal-03859119⟩
Proceedings
- Miguel Couceiro, Pierre-Alexandre Murena, Stergos Afantenos. Proceedings of the 2nd Workshop on the Interactions between Analogical Reasoning and Machine Learning. Workshop on the Interactions between Analogical Reasoning and Machine Learning (IARML@IJCAI 2023), 3492, CEUR-WS.org, pp.57, 2023. ⟨hal-04391981⟩
- Fadi Badra, Miguel Couceiro, Esteban Marquer, Pierre Monnin. Proceedings of the 2nd Workshop Analogies: from Theory to Applications (ATA@ICCBR 2023): AR & CBR Tools for Metric and Representation Learning. 31st International Conference on Case-Based Reasoning (ICCBR 2023), CEUR Workshop Proceedings, 3438, pp.2-53, 2023, ICCBR 2023 Workshop Proceedings. ⟨hal-04392016⟩
- Miguel Couceiro, Esteban Marquer, Pierre-Alexandre Murena, Pierre Monnin. Workshop Analogies: from Theory to Applications (ATA@ICCBR 2022). Workshop Analogies: from Theory to Applications (ATA@ICCBR 2022), CEUR Workshop Proceedings, 3389, CEUR-WS.org, pp.3-103, 2023, Workshop Proceedings of the 30th International Conference on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022). ⟨hal-04392022⟩
- Miguel Couceiro, Pierre-Alexandre Murena. IJCAI-ECAI Workshop “Interactions between Analogical Reasoning and Machine Learning” (IARML 2022). 3174, 2022, Proceedings of the Workshop on the Interactions between Analogical Reasoning and Machine Learning (International Joint Conference on Artificial Intelligence - European Conference on Artificial Intelligence (IJAI-ECAI 2022)). ⟨hal-03739612⟩
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