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Miguel Couceiro is a Full Professor in Computer Science (CS) and in Mathematics (Math) at the Instituto Superior Técnico (IST), U. Lisbon. Previously, he was a Full Professor in CS at the U.f Lorraine (2014-2024). He got is PhD in mathematics in 2006 from the U. Tampere, Finland, on topics pertaining to multiple valued logic, universal algebra and ordered structures. He also has two habilitation degrees, the first in CS from the U. Paris-Dauphine in 2013 on algebraic tools in multicriteria decision aiding, and the second in Math from the IST, U.Lisbon, in 2023 on topics pertaining to knowledge discovery and reasoning. He has (co-)authored more than 200 articles in international journals, conference proceedings and book chapters. He was an elected member of IEEE MVL-SC technical committee (2018-2020), he was a member of the management committee of the new GDR CNRS RADIA (Reasoning, Learning, and Decision in Artificial Intelligence), and he is regularly invited as a PC member of several major conferences. He is the head of the Orpailleur team at LORIA and, recently, he has been actively contributing to fair and explainable ML/AI models (he recently proposed FixOut to handle the fairness/accuracy trade-off KD algorithms and that is currently under startup incubation), and to automated reasnoning in machine learning (especially, analogy and case-based reasoning). These research topics are supported by several international and french research projects, e.g., EU project TAILOR, ANR projects AT2TA, RICOCHETS and InExtenso. He also actively participates in the (co-)supervision of PhD students (6 ongoing, 11 defended), in PhD committees (over 30 in the past and ongoing), and several MSc. Thesis (avg. 5 per year).
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Identificação

Identificação pessoal

Nome completo
Miguel Jorge Couceiro de Sousa Santos

Nomes de citação

  • Couceiro, Miguel

Identificadores de autor

Ciência ID
7F19-3022-47EA
ORCID iD
0000-0003-2316-7623

Endereços de correio eletrónico

  • miguel.couceiro@inesc-id.pt (Profissional)

Websites

Domínios de atuação

  • Ciências Exatas - Matemática
  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português (Idioma materno)
Inglês
Francês
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2024/09/09 - Atual Professor Catedrático (Docente Universitário) Universidade de Lisboa Instituto Superior Técnico, Portugal
Universidade de Lisboa, Portugal
(...)
Projetos

Bolsa

Designação Financiadores
2023/01 - 2027/01 ResIlienCe tO reCurrent HEaT Stresses in plants – RICOCHETS
ANR-22-CE20-0041
 Agence nationale de la recherche
2023 - 2027 Intrinsic and Extrinsic evaluation of biases in large language models (InExtenso)
ANR-23-IAS1-0004-01
 Agence nationale de la recherche
2023/01 - 2026/07 AT2TA - Analogies: from Theory to Tools and Applications – AT2TA
ANR-22-CE23-0023
 Agence nationale de la recherche
2021/12 - 2025/12 Formal Concept Analysis: A Smart Tool for Analyzing Complex Data – SmartFCA
ANR-21-CE23-0023
 Agence nationale de la recherche
2020/09 - 2024/08 Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization
952215
 European Commission
2017/09 - 2021/09 Enhancing Link Keys: Extraction and Reasoning – ELKER
ANR-17-CE23-0007
 Agence nationale de la recherche
2016/03 - 2019/02 CrossCult: Empowering reuse of digital cultural heritage in context-aware crosscuts of European history
693150
 European Commission
Produções

Publicações

Artigo em conferência
  1. Guilherme Dean Pelegrina; Miguel Couceiro; Leonardo Tomazeli Duarte. "A preprocessing Shapley value-based approach to detect relevant and disparity prone features in machine learning". 2024.
    10.1145/3630106.3658905
  2. Lucas Jarnac; Miguel Couceiro; Pierre Monnin. "Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning". 2023.
    10.1145/3583780.3615030
  3. Georgios Zervakis; Emmanuel Vincent; Miguel Couceiro; Marc Schoenauer; Esteban Marquer. "An Analogy based Approach for Solving Target Sense Verification". 2022.
    10.1145/3582768.3582794
  4. Couceiro, M.; Marquer, E.; Murena, P.-A.; Monnin, P.; Coulet, A.; Lieber, J.; Prade, H.; et al. "Analogies: from Theory to Applications". 2022.
  5. Alsaidi, S.; Couceiro, M.; Marquer, E.; Quennelle, S.; Burgun, A.; Garcelon, N.; Coulet, A.. "An analogy based framework for patient-stay identification in healthcare". 2022.
  6. Marquer, E.; Murena, P.-A.; Couceiro, M.. "Transferring Learned Models of Morphological Analogy". 2022.
  7. Chan, K.; Kaszefski-Yaschuk, S.P.; Saran, C.; Marquer, E.; Couceiro, M.. "Solving Morphological Analogies Through Generation". 2022.
  8. Monnin, P.; Couceiro, M.. "Interactions Between Knowledge Graph-Related Tasks and Analogical Reasoning: A Discussion". 2022.
  9. Alsaidi, S.; Couceiro, M.; Quennelle, S.; Burgun, A.; Garcelon, N.; Coulet, A.. "Exploring Analogical Inference in Healthcare". 2022.
  10. Couceiro, M.; Lehtonen, E.. "A Galois Framework for the Study of Analogical Classifiers". 2022.
  11. Baril, A.; Couceiro, M.; Lagerkvist, V.. "An Algebraic Approach Towards the Fine-Grained Complexity of Graph Coloring Problems". 2022.
    10.1109/ISMVL52857.2022.00021
  12. Alexandre Bazin; Miguel Couceiro; Marie-Dominique Devignes; Amedeo Napoli. "A Hybrid Approach to Identifying the Most Predictive and Discriminant Features in Supervised Classification Problems". 2021.
    10.1007/978-3-030-86982-3_4
  13. Maxime Amblard; Miguel Couceiro. "A Broad NLP Training from Speech to Knowledge". 2021.
  14. Amblard, M.; Couceiro, M.. "A New Broad NLP Training from Speech to Knowledge". 2021.
  15. Zervakis, G.; Vincent, E.; Couceiro, M.; Schoenauer, M.. "On refining BERT contextualized embeddings using semantic lexicons". 2021.
  16. Braud, A.; Dolques, X.; Missaoui, R.; Baixeries, J.; Yahia, S.B.; Bertet, K.; Cellier, P.; et al. "PREFACE". 2021.
  17. "Proceedings of the First International Conference "Algebras, graphs and ordered sets", ALGOS 2020, Online (originally planned in Nancy, France), August 26-28, 2020". 2021.
  18. Alves, G.; Amblard, M.; Bernier, F.; Couceiro, M.; Napoli, A.. "Reducing Unintended Bias of ML Models on Tabular and Textual Data". 2021.
    10.1109/DSAA53316.2021.9564112
  19. Alsaidi, S.; Decker, A.; Lay, P.; Marquer, E.; Murena, P.-A.; Couceiro, M.. "A Neural Approach for Detecting Morphological Analogies". 2021.
    10.1109/DSAA53316.2021.9564186
  20. Miguel Couceiro; Erkko Lehtonen. "Linearly definable classes of Boolean functions". 2020.
  21. Guillaume Bonfante; Miguel Couceiro. "Termination of graph rewriting systems through language theory". 2020.
  22. Alain Gély; Miguel Couceiro; Laurent Miclet; Amedeo Napoli. "Steps in the Representation of Concept Lattices and Median Graphs". 2020.
  23. Kevin Dalleau; Miguel Couceiro; Malika Smaïl-Tabbone. "Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs". 2020.
    10.1007/978-3-030-44584-3_11
  24. Miguel Couceiro; Michel Grabisch. "Monotonic computation rules for nonassociative calculus". 2020.
  25. Guilherme Alves; Miguel Couceiro; Amedeo Napoli. "Sélection de mesures de similarité pour les données catégorielles". 2020.
  26. Bazin, A.; Couceiro, M.; Devignes, M.-D.; Napoli, A.. "Explaining Multicriteria Decision Making with Formal Concept Analysis". 2020.
  27. Gély, A.; Couceiro, M.; Miclet, L.; Napoli, A.. "Steps in the Representation of Concept Lattices and Median Graphs". 2020.
  28. Couceiro, M.; Monnin, P.; Napoli, A.. "Preface". 2020.
  29. Couceiro, M.; Lehtonen, E.. "Linearly definable classes of boolean functions". 2020.
  30. Bonfante, G.; Couceiro, M.. "Termination of graph rewriting systems through language theory". 2020.
  31. Monnin, P.; Bresso, E.; Couceiro, M.; Smaïl-Tabbone, M.; Napoli, A.; Coulet, A.. "Tackling scalability issues in mining path patterns from knowledge graphs: A preliminary study". 2020.
  32. Marquer, E.; Kulkarni, A.; Couceiro, M.. "Embedding formal contexts using unordered composition?". 2020.
  33. Couceiro, M.; Grabisch, M.. "Monotonic computation rules for nonassociative calculus". 2020.
  34. Bazin, A.; Couceiro, M.; Devignes, M.-D.; Napoli, A.. "Explaining multicriteria decision making with formal concept analysis". 2020.
  35. Gély, A.; Couceiro, M.; Miclet, L.; Napoli, A.. "Steps in the representation of concept lattices and median graphs". 2020.
  36. Claire Theobald; Frédéric Pennerath; Brieuc Conan-Guez; Miguel Couceiro; Amedeo Napoli. "A Bayesian Neural Network based on Dropout Regulation". 2020.
  37. Vaishnavi Bhargava; Miguel Couceiro; Amedeo Napoli. "LimeOut: An Ensemble Approach To Improve Process Fairness". 2020.
  38. Abboud, A.; Lahmadi, A.; Rusinowitch, M.; Couceiro, M.; Bouhoulal, A.; Avadi, M.. "Double Mask: An Efficient Rule Encoding for Software Defined Networking". 2020.
    10.1109/ICIN48450.2020.9059433
  39. Esteban Marquer; Ajinkya Kulkarni; Miguel Couceiro. "Embedding Formal Contexts Using Unordered Composition". 2020.
  40. Nyoman Juniarta; Miguel Couceiro; Amedeo Napoli. "A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern Structures". 2019.
  41. Guilherme Alves; Miguel Couceiro; Amedeo Napoli. "Towards a Constrained Clustering Algorithm Selection". 2019.
  42. Nyoman Juniarta; Victor Codocedo; Miguel Couceiro; Mehdi Kaytoue; Amedeo Napoli. "Pattern Structures for Identifying Biclusters with Coherent Sign Changes". 2019.
  43. Miguel Couceiro; Lucien Haddad; Maurice Pouzet. "The mathematics of Ivo Rosenberg (Dedicated to the memory of Professor Ivo Rosenberg)". 2019.
  44. Miguel Couceiro; Lucien Haddad; Victor Lagerkvist. "Fine-Grained Complexity of Constraint Satisfaction Problems through Partial Polymorphisms: A Survey (Dedicated to the memory of Professor Ivo Rosenberg)". 2019.
  45. Kevin Dalleau; Miguel Couceiro; Malika Smaïl-Tabbone. "Les forêts d'arbres extrêmement aléatoires : utilisation dans un cadre non supervisé". 2019.
  46. Nyoman Juniarta; Miguel Couceiro; Amedeo Napoli. "Application des Pattern Structures à la découverte de biclusters à changements de signes cohérents". 2019.
  47. Abboudy, A.; Lahmadi, A.; Rusinowitch, M.; Couceiro, M.; Bouhoula, A.. "Poster : Minimizing range rules for packet filtering using a double mask representation". 2019.
    10.23919/IFIPNetworking46909.2019.8999466
  48. Couceiro, M.; Haddad, L.; Pouzet, M.. "The mathematics of Ivo Rosenberg". 2019.
    10.1109/ISMVL.2019.00016
  49. Couceiro, M.; Haddad, L.; Lagerkvist, V.. "Fine-Grained Complexity of Constraint Satisfaction Problems through Partial Polymorphisms: A Survey". 2019.
    10.1109/ISMVL.2019.00037
  50. Juniarta, N.; Codocedo, V.; Couceiro, M.; Kaytoue, M.; Napoli, A.. "Pattern structures for identifying biclusters with coherent sign changes". 2019.
  51. Nyoman Juniarta; Miguel Couceiro; Amedeo Napoli. "Sequential Pattern Mining within Formal Concept Analysis for Analyzing Visitor Trajectories". 2018.
  52. Nyoman Juniarta; Victor Codocedo; Miguel Couceiro; Amedeo Napoli. "Biclustering Based on FCA and Partition Pattern Structures for Recommendation Systems". 2018.
  53. Miguel Couceiro; Nicolas Hug; Henri Prade; Gilles Richard. "Behavior of Analogical Inference w.r.t. Boolean Functions". 2018.
  54. Quentin Brabant; Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico. "Sugeno Integral for Rule-Based Ordinal Classification". 2018.
  55. Miguel Couceiro; Nicolas Hug; Henri Prade; Gilles Richard. "Behavior of Analogical Inference w.r.t. Boolean Functions". 2018.
    10.24963/ijcai.2018/284
  56. Nyoman Juniarta; Miguel Couceiro; Amedeo Napoli; Chedy Raïssi. "Sequential Pattern Mining using FCA and Pattern Structures for Analyzing Visitor Trajectories in a Museum". 2018.
  57. Quentin Brabant; Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico. "Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals". 2018.
    10.1007/978-3-319-91473-2_22
  58. Miguel Couceiro; Erkko Lehtonen; Pierre Mercuriali; Romain Péchoux; Mathias Soeken. "Normal form systems generated by single connectives have mutually equivalent efficiency". 2018.
    10.4230/LIPIcs.DICE.2016.1
  59. Juniarta, N.; Couceiro, M.; Napoli, A.; Raïssi, C.. "Sequence Mining within Formal Concept Analysis for Analyzing Visitor Trajectories". 2018.
    10.1109/SMAP.2018.8501882
  60. Amarù, L.; Testa, E.; Couceiro, M.; Zografos, O.; De Micheli, G.; Soeken, M.. "Majority logic synthesis". 2018.
    10.1145/3240765.3267501
  61. Gély, A.; Couceiro, M.; Napoli, A.. "Steps towards achieving distributivity in formal concept analysis". 2018.
  62. "Unsupervised Extremely Randomized Trees". 2018.
    10.1007/978-3-319-93040-4\_38
  63. Gély, A.; Couceiro, M.; Napoli, A.. "Steps towards achieving distributivity in formal concept analysis". 2018.
  64. Juniarta, N.; Couceiro, M.; Napoli, A.; Raïssi, C.. "Sequential pattern mining using FCA and pattern structures for analyzing visitor". 2018.
  65. Couceiro, M.; Hug, N.; Prade, H.; Richard, G.. "Behavior of analogical inference W.R.T. Boolean functions". 2018.
  66. Juniarta, N.; Codocedo, V.; Couceiro, M.; Napoli, A.. "Biclustering based on FCA and partition pattern structures for recommendation systems". 2018.
  67. Juniarta, N.; Couceiro, M.; Napoli, A.; Raïssi, C.. "Sequential pattern mining using FCA and pattern structures for analyzing visitor trajectories in a museum". 2018.
  68. Miguel Couceiro; Pierre Mercuriali; Romain Péchoux. "On the efficiency of normal form systems of Boolean functions". 2017.
  69. Miguel Couceiro; Nicolas Hug; Henri Prade; Gilles Richard. "Analogy-preserving functions: A way to extend Boolean samples". 2017.
    10.24963/ijcai.2017/218
  70. Miguel Couceiro; Pierre Mercuriali; Romain Pechoux; Abdallah Saffidine. "Median Based Calculus for Lattice Polynomials and Monotone Boolean Functions". 2017.
    10.1109/ismvl.2017.18
  71. Miguel Couceiro; Lucien Haddad; Victor Lagerqvist; Biman Roy. "On the Interval of Boolean Strong Partial Clones Containing Only Projections as Total Operations". 2017.
    10.1109/ismvl.2017.27
  72. Miguel Couceiro; Lucien Haddad; Karsten Scholzel. "On the Nonexistence of Minimal Strong Partial Clones". 2017.
    10.1109/ismvl.2017.43
  73. Miguel Couceiro; Lucien Haddad; Karsten Schölzel. "On the nonexistence of minimal strong partial clones". 2017.
    10.1109/ismvl.2017.43
  74. Miguel Couceiro; Jimmy Devillet; Jean-Luc Marichal. "On idempotent discrete uninorms". 2017.
  75. Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico. "Generalized Sugeno integrals in qualitative data analysis". 2017.
  76. Couceiro, M.; Hug, N.; Prade, H.; Richard, G.. "Analogy-preserving functions: A way to extend Boolean samples". 2017.
  77. Miguel Couceiro; Lucien Haddad; Victor Lagerkvist; Biman Roy. "On the Interval of Boolean Strong Partial Clones Containing Only Projections as Total Operations". 2017.
  78. Miguel Couceiro; Pierre Mercuriali; Romain Péchoux; Abdallah Saffidine. "Median based calculus for lattice polynomials and monotone Boolean functions". 2017.
  79. Quentin Brabant; Miguel Couceiro. "Apprentissage d’intégrales de Sugeno à partir de données inconsistantes". 2016.
  80. Quentin Brabant; Miguel Couceiro; Fabien Labernia; Amedeo Napoli. "A dimensionality Reduction Approach for Qualitative Preference Aggregation". 2016.
  81. Quentin Brabant; Miguel Couceiro; Fabien Labernia; Amedeo Napoli. "Une approche de réduction de dimensionnalité pour l'agrégation de préférences qualitatives". 2016.
  82. Miguel Couceiro; Bruno Teheux; Jean-Luc Marichal. "Agrégation des valeurs médianes et fonctions compatibles pour la comparaison". 2015.
  83. Miguel Couceiro; Quentin Brabant. "Axiomatisation des intégrales de Sugeno k-maxitives". 2015.
  84. Miguel Couceiro; Bruno Teheux. "Clones of pivotally decomposable functions.". 2015.
  85. Miguel Couceiro; Lucien Haddad; Maurice Pouzet; Karsten Scholzel. "Hereditarily Rigid Relations: Dedicated to Professor I.G. Rosenberg on the Occasion of His 80-th Birthday". 2015.
    10.1109/ismvl.2015.34
  86. Miguel Couceiro; Bruno Teheux. "Clones of Pivotally Decomposable Functions". 2015.
    10.1109/ismvl.2015.9
  87. Miguel Couceiro; Jean-Luc Marichal; Bruno Teheux. "Median preserving aggregation functions". 2015.
  88. Miguel Couceiro; Lucien Haddad; Karsten Scholzel; Tamas Waldhauser. "Relation Graphs and Partial Clones on a 2-Element Set". 2014.
    10.1109/ismvl.2014.36
  89. Miguel Couceiro; Erkko Lehtonen; Karsten Schölzel. "Sur des classes de fonctions à seuil caractérisables par des contraintes relationnelles". 2013.
  90. Couceiro, Miguel; Lehtonen, Erkko; Schölzel, Karsten. "Sur des classes de fonctions à seuil caractérisables par des contraintes relationnelles — On classes of threshold functions characterizable by relational constraints". Trabalho apresentado em 22èmes rencontres francophones sur la Logique Floue et ses Applications (LFA 2013), Reims, 2013.
    Publicado
  91. J. Almeida; M. Couceiro; T. Waldhauser. "On the Semigroup of Equational Classes of Finite Functions". 2013.
    10.1109/ismvl.2013.48
  92. Miguel Couceiro; Erkko Lehtonen; Karsten Schölzel. "Sur des classes de fonctions à seuil caractérisables par des contraintes relationnelles". 2013.
  93. "A Solution to a Problem of D. Lau: Complete Classification of Intervals in the Lattice of Partial Boolean Clones". 2013.
    10.1109/ISMVL.2013.7
  94. Miguel Couceiro; Jean-Luc Marichal. "On comonotonically modular functions". 2013.
  95. Miguel Couceiro; Jean-Luc Marichal. "Quasi-extensions de Lovász et leur version symétrique". 2012.
  96. Miguel Couceiro; Jean-Luc Marichal. "Quasi-Lovász Extensions and Their Symmetric Counterparts". 2012.
    10.1007/978-3-642-31724-8_19
  97. Miguel Couceiro; Erkko Lehtonen; Tamas Waldhauser. "GAP vs. PAG". 2012.
  98. Miguel Couceiro; Lucien Haddad. "A Survey on Intersections of Maximal Partial Clones of Boolean Partial Functions". 2012.
    10.1109/ISMVL.2012.34
  99. Couceiro, M.; Marichal, J.-L.; Waldhauser, T.. "Hierarchies of local monotonicities and lattice derivatives for boolean and pseudo-Boolean functions". 2012.
    10.1109/ISMVL.2012.10
  100. "GAP vs. PAG". 2012.
    10.1109/ISMVL.2012.11
  101. "A Survey on Intersections of Maximal Partial Clones of Boolean Partial Functions". 2012.
    10.1109/ISMVL.2012.34
  102. "Decision-making with Sugeno integrals: DMU vs. MCDM". 2012.
    10.3233/978-1-61499-098-7-288
  103. Denis Bouyssou; Miguel Couceiro; Christophe Labreuche; Jean-Luc Marichal; Brice Mayag. "Using Choquet integral in Machine learning: What can MCDA bring?". 2012.
  104. Miguel Couceiro; Erkko Lehtonen; Tam´s Waldhauser. "On Equational Definability of Function Classes". 2011.
    10.1109/ismvl.2011.19
  105. Miguel Couceiro; Erkko Lehtonen; Tam´s Waldhauser. "A Survey on the Arity Gap". 2011.
    10.1109/ismvl.2011.20
  106. Miguel Couceiro; Jean-Luc Marichal. "Axiomatizations of the discrete Choquet integral and extensions". 2011.
    10.2991/eusflat.2011.149
  107. Couceiro, M.; Marichal, J.-L.. "Axiomatizations of the discrete Choquet integral and extensions". 2011.
    10.2991/eusflat.2011.149
  108. Couceiro, Miguel; Lehtonen, Erkko; Waldhauser, Tamás. "On the arity gap of aggregation functions". Trabalho apresentado em 32nd Linz Seminar on Fuzzy Set Theory (LINZ 2011), Linz, 2011.
    Publicado
  109. Couceiro, Miguel; Lehtonen, Erkko; Marichal, Jean-Luc; Waldhauser, Tamás. "An algorithm for producing median formulas for Boolean functions". Trabalho apresentado em Reed–Muller 2011 Workshop, Tuusula, 2011.
    Publicado
  110. Miguel Couceiro; Erkko Lehtonen. "The Arity Gap of Polynomial Functions over Bounded Distributive Lattices". 2010.
    10.1109/ismvl.2010.29
  111. Miguel Couceiro; Erkko Lehtonen. "Classes of Operations Closed under Permutation, Cylindrification and Composition". 2010.
    10.1109/ismvl.2010.30
  112. Miguel Couceiro; Lucien Haddad. "Finitely Generated Maximal Partial Clones and Their Intersections". 2010.
    10.1109/ismvl.2010.31
  113. Couceiro, M.; Marichal, J.-L.. "Polynomial functions on bounded chains". 2009.
  114. Couceiro, M.; Marichal, J.-L.. "Quasi-polynomial functions on bounded chains". 2009.
  115. Couceiro, Miguel; Foldes, Stephan; Lehtonen, Erkko. "On the complexity of representing sets of vertices in the n-cube". Trabalho apresentado em International Conference of Numerical Analysis and Applied Mathematics (ICNAAM 2005), Crete, 2005.
    Publicado
  116. Couceiro, Miguel; Foldes, Stephan; Lehtonen, Erkko. "On compositions of clones of Boolean functions". Trabalho apresentado em International Conference of Computational Methods in Sciences and Engineering 2004 (ICCMSE 2004), Vouliagmeni, 2004.
    Publicado
Artigo em revista
  1. Marc Munar; Miguel Couceiro; Sebastia Massanet; Daniel Ruiz-Aguilera. "A survey on the enumeration of classes of logical connectives and aggregation functions defined on a finite chain, with new results". Fuzzy Sets and Systems (2024): https://doi.org/10.1016/j.fss.2024.109023.
    10.1016/j.fss.2024.109023
  2. Miguel Couceiro; Erkko Lehtonen. "Galois theory for analogical classifiers". Annals of Mathematics and Artificial Intelligence (2024): https://doi.org/10.1007/s10472-023-09833-6.
    10.1007/s10472-023-09833-6
  3. Guilherme Dean Pelegrina; Miguel Couceiro; Leonardo Tomazeli Duarte. "A statistical approach to detect disparity prone features in a group fairness setting". AI and Ethics (2023): https://doi.org/10.1007/s43681-023-00363-9.
    10.1007/s43681-023-00363-9
  4. Couceiro, M.; Lehtonen, E.. "Stability of Boolean Function Classes with Respect to Clones of Linear Functions". Order (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85147742988&partnerID=MN8TOARS.
    10.1007/s11083-022-09596-5
  5. Couceiro, M.; Duffus, D.. "Algebras, Graphs and Ordered Sets – ALGOS 2020 & the Mathematical Contributions of Maurice Pouzet". Order (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85159583214&partnerID=MN8TOARS.
    10.1007/s11083-023-09634-w
  6. Alain Gély; Miguel Couceiro; Laurent Miclet; Amedeo Napoli. "A study of algorithms relating distributive lattices, median graphs, and Formal Concept Analysis". International Journal of Approximate Reasoning 142 (2022): 370-382. https://doi.org/10.1016/j.ijar.2021.12.011.
    10.1016/j.ijar.2021.12.011
  7. Alexandre Bazin; Miguel Couceiro; Marie-Dominique Devignes; Amedeo Napoli. "Steps towards causal Formal Concept Analysis". International Journal of Approximate Reasoning 142 (2022): 338-348. https://doi.org/10.1016/j.ijar.2021.12.007.
    10.1016/j.ijar.2021.12.007
  8. Miguel Couceiro; Jimmy Devillet; Jean-Luc Marichal; Pierre Mathonet. "Reducibility of n-ary semigroups: from quasitriviality towards idempotency". Beiträge zur Algebra und Geometrie / Contributions to Algebra and Geometry (2022): https://doi.org/10.1007/s13366-020-00551-2.
    10.1007/s13366-020-00551-2
  9. Couceiro, M.; Haddad, L.; Lagerkvist, V.. "A Survey on the Fine-grained Complexity of Constraint Satisfaction Problems Based on Partial Polymorphisms". Journal of Multiple-Valued Logic and Soft Computing 38 1-2 (2022): 115-136. http://www.scopus.com/inward/record.url?eid=2-s2.0-85114904525&partnerID=MN8TOARS.
  10. Preud’homme, G.; Duarte, K.; Dalleau, K.; Lacomblez, C.; Bresso, E.; Smaïl-Tabbone, M.; Couceiro, M.; et al. "Head-to-head comparison of clustering methods for heterogeneous data: a simulation-driven benchmark". Scientific Reports 11 1 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85101293658&partnerID=MN8TOARS.
    10.1038/s41598-021-83340-8
  11. Miguel Couceiro; Erkko Lehtonen; Pierre Mercuriali; Romain Péchoux. "On the efficiency of normal form systems for representing Boolean functions". Theoretical Computer Science (2020): https://hal.inria.fr/hal-02153506.
    10.1016/j.tcs.2020.01.009
  12. Kevin Dalleau; Miguel Couceiro; Malika Smaïl-Tabbone. "Unsupervised Extra Trees: a stochastic approach to compute similarities in heterogeneous data.". International Journal of Data Science and Analytics (2020): https://hal.inria.fr/hal-01982232.
    10.1007/s41060-020-00214-4
  13. Brabant, Q.; Couceiro, M.; Dubois, D.; Prade, H.; Rico, A.. "Learning rule sets and Sugeno integrals for monotonic classification problems". Fuzzy Sets and Systems 401 (2020): 4-37. http://www.scopus.com/inward/record.url?eid=2-s2.0-85080030657&partnerID=MN8TOARS.
    10.1016/j.fss.2020.01.006
  14. Miguel Couceiro; Lucien Haddad; Victor Lagerkvist. "A Survey on the Fine-grained Complexity of Constraint Satisfaction Problems Based on Partial Polymorphisms". Journal of Multiple-Valued Logic and Soft Computing (2020): https://hal.archives-ouvertes.fr/hal-02943018.
  15. Miguel Couceiro; Jimmy Devillet. "Every quasitrivial n-ary semigroup is reducible to a semigroup". Algebra universalis 80 4 (2019): https://doi.org/10.1007/s00012-019-0626-0.
    10.1007/s00012-019-0626-0
  16. Miguel Couceiro; Lucien Haddad; Karsten Schölzel. "On the lower part of the lattice of partial clones". Journal of Multiple-Valued Logic and Soft Computing (2019): https://hal.inria.fr/hal-01826870.
  17. Brabant, Q.; Couceiro, M.; Figueira, J.R.. "Interpolation by lattice polynomial functions: A polynomial time algorithm". Fuzzy Sets and Systems 368 (2019): 101-118. http://www.scopus.com/inward/record.url?eid=2-s2.0-85059700367&partnerID=MN8TOARS.
    10.1016/j.fss.2018.12.009
  18. Couceiro, M.; Maróti, M.; Waldhauser, T.; Zádori, L.. "Computing Version Spaces in the Qualitative Approach to Multicriteria Decision Aid". International Journal of Foundations of Computer Science 30 2 (2019): 333-353. http://www.scopus.com/inward/record.url?eid=2-s2.0-85059699306&partnerID=MN8TOARS.
    10.1142/S0129054119500084
  19. Couceiro, M.; Mercuriali, P.; Péchoux, R.; Saffidine, A.. "On the complexity of minimizing median normal forms of monotone Boolean functions and lattice polynomials". Journal of Multiple-Valued Logic and Soft Computing 33 3 (2019): 197-218. http://www.scopus.com/inward/record.url?eid=2-s2.0-85072641645&partnerID=MN8TOARS.
  20. Couceiro, M.; Haddad, L.; Schölzel, K.. "On the lower part of the lattice of partial clones". Journal of Multiple-Valued Logic and Soft Computing 33 3 (2019): 177-196. http://www.scopus.com/inward/record.url?eid=2-s2.0-85072621847&partnerID=MN8TOARS.
  21. Miguel Couceiro; Jimmy Devillet; Jean-Luc Marichal. "Quasitrivial semigroups: characterizations and enumerations". Semigroup Forum (2018): https://doi.org/10.1007%2Fs00233-018-9928-3.
    10.1007/s00233-018-9928-3
  22. "Characterizations of idempotent discrete uninorms". Fuzzy Sets and Systems (2018): https://doi.org/10.1016/j.fss.2017.06.013.
    10.1016/j.fss.2017.06.013
  23. "Majors of functions". Order (2018): https://doi.org/10.1007/s11083-017-9428-1.
    10.1007/s11083-017-9428-1
  24. "$k$-maxitive Sugeno integrals as aggregation models for ordinal preferences". Fuzzy Sets and Systems (2018): https://doi.org/10.1016/j.fss.2017.06.005.
    10.1016/j.fss.2017.06.005
  25. "Pivotal decomposition schemes inducing clones of operations". Beitr. Algebra Geom. (2018): https://doi.org/10.1007/s13366-017-0354-6.
    10.1007/s13366-017-0354-6
  26. Couceiro, M.; Meletiou, G.C.. "On the number of essential arguments of homomorphisms between products of median algebras". Algebra Universalis 79 4 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85056904495&partnerID=MN8TOARS.
    10.1007/s00012-018-0566-0
  27. Jorge Almeida; Miguel Couceiro; Tamas Waldhauser. "On the topological semigroup of equational classes of finite functions under composition". Journal of Multiple-Valued Logic and Soft Computing (2017): https://hal.archives-ouvertes.fr/hal-01090645.
  28. Miguel Couceiro; Lucien Haddad; Karsten Schölzel; Tamas Waldhauser. "A Solution to a Problem of D. Lau: Complete Classification of Intervals in the Lattice of Partial Boolean Clones". Journal of Multiple-Valued Logic and Soft Computing (2017): https://hal.inria.fr/hal-01183004.
    10.1109/ISMVL.2013.7
  29. "On the interval of strong partial clones of Boolean functions containing $°m Pol({(0,0),(0,1),(1,0)})$". Algebra Universalis (2017): https://doi.org/10.1007/s00012-016-0418-8.
    10.1007/s00012-016-0418-8
  30. "On homomorphisms between products of median algebras". Algebra Universalis (2017): https://doi.org/10.1007/s00012-017-0468-6.
    10.1007/s00012-017-0468-6
  31. "On integer-valued means and the symmetric maximum". Aequationes Math. (2017): https://doi.org/10.1007/s00010-016-0460-9.
    10.1007/s00010-016-0460-9
  32. "On a special class of median algebras". Miskolc Math. Notes (2017): https://doi.org/10.18514/MMN.2017.1799.
    10.18514/MMN.2017.1799
  33. Couceiro, M.; Haddad, L.; Schölzel, K.; Waldhauser, T.. "A solution to a problem of D. Lau: Complete classification of intervals in the lattice of partial Boolean clones". Journal of Multiple-Valued Logic and Soft Computing 28 1 (2017): 47-58. http://www.scopus.com/inward/record.url?eid=2-s2.0-85007021501&partnerID=MN8TOARS.
  34. Almeida, J.; Couceiro, M.; Waldhauser, T.. "On the topological semigroup of equational classes of finite functions under composition". Journal of Multiple-Valued Logic and Soft Computing 28 1 (2017): 5-28. http://www.scopus.com/inward/record.url?eid=2-s2.0-85006997129&partnerID=MN8TOARS.
  35. Miguel Couceiro; Lucien Haddad; Ivo Rosenberg. "Partial clones containing all Boolean monotone self-dual partial functions". Journal of Multiple-Valued Logic and Soft Computing (2016): https://hal.archives-ouvertes.fr/hal-01093942.
  36. "Relaxations of associativity and preassociativity for variadic functions". Fuzzy Sets and Systems (2016): https://doi.org/10.1016/j.fss.2015.11.003.
    10.1016/j.fss.2015.11.003
  37. "Conservative median algebras and semilattices". Order (2016): https://doi.org/10.1007/s11083-015-9356-x.
    10.1007/s11083-015-9356-x
  38. "Decision-making with Sugeno integrals". Order (2016): https://doi.org/10.1007/s11083-015-9382-8.
    10.1007/s11083-015-9382-8
  39. Couceiro, M.; Lehtonen, E.. "On the arity gap of finite functions: Results and applications". Journal of Multiple-Valued Logic and Soft Computing 27 2-3 (2016): 193-207. http://www.scopus.com/inward/record.url?eid=2-s2.0-84979953947&partnerID=MN8TOARS.
  40. Couceiro, M.; Haddad, L.; Rosenberg, I.. "Partial clones containing all boolean monotone self-dual partial functions". Journal of Multiple-Valued Logic and Soft Computing 27 2-3 (2016): 183-192. http://www.scopus.com/inward/record.url?eid=2-s2.0-84979939261&partnerID=MN8TOARS.
  41. Miguel Couceiro; Erkko Lehtonen. "On the arity gap of finite functions : results and applications.". Journal of Multiple-Valued Logic and Soft Computing (2016): https://hal.inria.fr/hal-01175695.
  42. Miguel Couceiro; Erkko Lehtonen; Tamas Waldhauser. "A survey on the arity gap". Journal of Multiple-Valued Logic and Soft Computing (2015): https://hal.archives-ouvertes.fr/hal-01093666.
  43. Miguel Couceiro; Erkko Lehtonen; Tamas Waldhauser. "On equational definability of function classes". Journal of Multiple-Valued Logic and Soft Computing (2015): https://hal.archives-ouvertes.fr/hal-01093668.
    10.1109/ismvl.2011.19
  44. "A complete classification of equational classes of threshold functions included in clones". RAIRO Oper. Res. (2015): https://doi.org/10.1051/ro/2014034.
    10.1051/ro/2014034
  45. "Hypomorphic Sperner systems and non-reconstructible functions". Order (2015): https://doi.org/10.1007/s11083-014-9330-z.
    10.1007/s11083-014-9330-z
  46. "Set-reconstructibility of Post classes". Discrete Appl. Math. (2015): https://doi.org/10.1016/j.dam.2015.02.013.
    10.1016/j.dam.2015.02.013
  47. Miguel Couceiro; Erkko Lehtonen; Tamas Waldhauser. "Additive decomposition schemes for polynomial functions over fields". Novi Sad Journal of Mathematics (2014): https://hal.archives-ouvertes.fr/hal-01090554.
  48. "Pseudo-polynomial functions over finite distributive lattices". Fuzzy Sets and Systems (2014): https://doi.org/10.1016/j.fss.2012.09.007.
    10.1016/j.fss.2012.09.007
  49. Couceiro, M.; Lehtonen, E.; Waldhauser, T.. "Additive decomposition schemes for polynomial functions over fields". Novi Sad Journal of Mathematics 44 2 (2014): 89-105. http://www.scopus.com/inward/record.url?eid=2-s2.0-84925120883&partnerID=MN8TOARS.
  50. Couceiro, M.; Lehtonen, E.; Waldhauser, T.. "A survey on the arity gap". Journal of Multiple-Valued Logic and Soft Computing 24 1-4 (2014): 223-249. http://www.scopus.com/inward/record.url?eid=2-s2.0-84908703163&partnerID=MN8TOARS.
  51. Couceiro, M.; Lehtonen, E.; Waldhauser, T.. "On equational definability of function classes". Journal of Multiple-Valued Logic and Soft Computing 24 1-4 (2014): 203-222. http://www.scopus.com/inward/record.url?eid=2-s2.0-84908671753&partnerID=MN8TOARS.
  52. Miguel Couceiro; Jean-Luc Marichal. "Discrete Integrals Based on Comonotonic Modularity". Axioms 2 3 (2013): 390-403. https://doi.org/10.3390%2Faxioms2030390.
    10.3390/axioms2030390
  53. "Parametrized arity gap". Order (2013): https://doi.org/10.1007/s11083-012-9261-5.
    10.1007/s11083-012-9261-5
  54. "Additive decomposability of functions over abelian groups". Internat. J. Algebra Comput. (2013): https://doi.org/10.1142/S0218196713500136.
    10.1142/S0218196713500136
  55. "On the poset of computation rules for nonassociative calculus". Order (2013): https://doi.org/10.1007/s11083-011-9243-z.
    10.1007/s11083-011-9243-z
  56. "Interpolation by polynomial functions of distributive lattices: a generalization of a theorem of R. L. Goodstein". Algebra Universalis (2013): https://doi.org/10.1007/s00012-013-0231-6.
    10.1007/s00012-013-0231-6
  57. Miguel Couceiro; Michel Grabisch. "On the poset of computation rules for nonassociative calculus". Order (2013): https://hal.archives-ouvertes.fr/hal-00787750.
  58. Miguel Couceiro; Jean-Luc Marichal. "Aczelian n-ary semigroups". Semigroup Forum (2012): https://hal.archives-ouvertes.fr/hal-01090588.
  59. Miguel Couceiro; Jean-Luc Marichal. "Polynomial functions over bounded distributive lattices". Journal of Multiple-Valued Logic and Soft Computing (2012): https://hal.archives-ouvertes.fr/hal-01090600.
  60. "Commuting polynomial operations of distributive lattices". Order (2012): https://doi.org/10.1007/s11083-011-9231-3.
    10.1007/s11083-011-9231-3
  61. "Decompositions of functions based on arity gap". Discrete Math. (2012): https://doi.org/10.1016/j.disc.2011.08.028.
    10.1016/j.disc.2011.08.028
  62. "Locally monotone Boolean and pseudo-Boolean functions". Discrete Appl. Math. (2012): https://doi.org/10.1016/j.dam.2012.03.006.
    10.1016/j.dam.2012.03.006
  63. "Aczélian $n$-ary semigroups". Semigroup Forum (2012): https://doi.org/10.1007/s00233-011-9354-2.
    10.1007/s00233-011-9354-2
  64. "The arity gap of order-preserving functions and extensions of pseudo-Boolean functions". Discrete Appl. Math. (2012): https://doi.org/10.1016/j.dam.2011.07.024.
    10.1016/j.dam.2011.07.024
  65. "Galois theory for sets of operations closed under permutation, cylindrification, and composition". Algebra Universalis (2012): https://doi.org/10.1007/s00012-012-0184-1.
    10.1007/s00012-012-0184-1
  66. Miguel Couceiro; Lucien Haddad. "Intersections of finitely generated maximal partial clones". Journal of Multiple-Valued Logic and Soft Computing (2012): https://hal.archives-ouvertes.fr/hal-01090584.
  67. Couceiro, M.; Haddad, L.. "Intersections of finitely generated maximal partial clones". Journal of Multiple-Valued Logic and Soft Computing 19 1-3 (2012): 85-94. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864072046&partnerID=MN8TOARS.
  68. Couceiro, M.; Marichal, J.-L.. "Polynomial functions over bounded distributive lattices". Journal of Multiple-Valued Logic and Soft Computing 18 3-4 (2012): 247-256. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857354565&partnerID=MN8TOARS.
  69. "Axiomatizations of quasi-Lovász extensions of pseudo-Boolean functions". Aequationes Math. (2011): https://doi.org/10.1007/s00010-011-0091-0.
    10.1007/s00010-011-0091-0
  70. "Invariant functionals on completely distributive lattices". Fuzzy Sets and Systems (2011): https://doi.org/10.1016/j.fss.2010.03.018.
    10.1016/j.fss.2010.03.018
  71. "Associative polynomial functions over bounded distributive lattices". Order (2011): https://doi.org/10.1007/s11083-010-9150-8.
    10.1007/s11083-010-9150-8
  72. "Axiomatizations of signed discrete Choquet integrals". Internat. J. Uncertain. Fuzziness Knowledge-Based Systems (2011): https://doi.org/10.1142/S0218488511006964.
    10.1142/S0218488511006964
  73. "Axiomatizations of Lovász extensions of pseudo-Boolean functions". Fuzzy Sets and Systems (2011): https://doi.org/10.1016/j.fss.2011.05.006.
    10.1016/j.fss.2011.05.006
  74. "Self-commuting lattice polynomial functions on chains". Aequationes Math. (2011): https://doi.org/10.1007/s00010-010-0058-6.
    10.1007/s00010-010-0058-6
  75. "Axiomatizations and factorizations of Sugeno utility functions". Internat. J. Uncertain. Fuzziness Knowledge-Based Systems (2011): https://doi.org/10.1142/S0218488511007167.
    10.1142/S0218488511007167
  76. Moncef Bouaziz; Miguel Couceiro; Maurice Pouzet. "Join-Irreducible Boolean Functions". Order 27 3 (2010): 261-282. https://doi.org/10.1007%2Fs11083-010-9175-z.
    10.1007/s11083-010-9175-z
  77. Moncef Bouaziz; Miguel Couceiro; Maurice Pouzet. "Join-irreducible Boolean functions". Order (2010): https://hal.archives-ouvertes.fr/hal-00849928.
  78. Miguel Couceiro; Jean-Luc Marichal. "Characterizations of discrete Sugeno integrals as polynomial functions over distributive lattices". Fuzzy Sets and Systems 161 5 (2010): 694-707. https://doi.org/10.1016%2Fj.fss.2009.10.008.
    10.1016/j.fss.2009.10.008
  79. "Quasi-polynomial functions over bounded distributive lattices". Aequationes Math. (2010): https://doi.org/10.1007/s00010-010-0039-9.
    10.1007/s00010-010-0039-9
  80. Couceiro, M.; Marichal, J.-L.. "Representations and characterizations of polynomial functions on chains". Journal of Multiple-Valued Logic and Soft Computing 16 1-2 (2010): 65-86. http://www.scopus.com/inward/record.url?eid=2-s2.0-73349116576&partnerID=MN8TOARS.
  81. Miguel Couceiro; Erkko Lehtonen. "Generalizations of Swierczkowski’s lemma and the arity gap of finite functions". Discrete Mathematics 309 20 (2009): 5905-5912. https://doi.org/10.1016%2Fj.disc.2009.04.009.
    10.1016/j.disc.2009.04.009
  82. Miguel Couceiro; Jean-Luc Marichal. "Axiomatizations of quasi-polynomial functions on bounded chains". Aequationes mathematicae 78 1-2 (2009): 195-213. https://doi.org/10.1007%2Fs00010-009-2969-7.
    10.1007/s00010-009-2969-7
  83. Miguel Couceiro; Stephan Foldes. "Function classes and relational constraints stable under compositions with cloness". Discussiones Mathematicae - General Algebra and Applications 29 2 (2009): 109-109. https://doi.org/10.7151%2Fdmgaa.1153.
    10.7151/dmgaa.1153
  84. Miguel Couceiro; Maurice Pouzet. "On a quasi-ordering on Boolean functions". Theoretical Computer Science 396 1-3 (2008): 71-87. https://doi.org/10.1016%2Fj.tcs.2008.01.025.
    10.1016/j.tcs.2008.01.025
  85. "Term definable classes of Boolean functions and frame definability in modal logic". Log. J. IGPL (2008): https://doi.org/10.1093/jigpal/jzm018.
    10.1093/jigpal/jzm018
  86. Couceiro, M.. "On the lattice of equational classes of Boolean functions and its closed intervals". Journal of Multiple-Valued Logic and Soft Computing 14 1-2 (2008): 81-104. http://www.scopus.com/inward/record.url?eid=2-s2.0-38849196262&partnerID=MN8TOARS.
  87. MIGUEL COUCEIRO; ERKKO LEHTONEN. "ON THE EFFECT OF VARIABLE IDENTIFICATION ON THE ESSENTIAL ARITY OF FUNCTIONS ON FINITE SETS". International Journal of Foundations of Computer Science 18 05 (2007): 975-986. https://doi.org/10.1142%2Fs012905410700508x.
    10.1142/s012905410700508x
  88. Couceiro, M.; Foldes, S.. "Functional equations, constraints, definability of function classes, and functions of Boolean variables". Acta Cybernetica 18 1 (2007): 61-75. http://www.scopus.com/inward/record.url?eid=2-s2.0-34547299876&partnerID=MN8TOARS.
  89. Miguel Couceiro; Stephan Foldes; Erkko Lehtonen. "Composition of Post classes and normal forms of Boolean functions". Discrete Mathematics 306 24 (2006): 3223-3243. https://doi.org/10.1016%2Fj.disc.2006.06.014.
    10.1016/j.disc.2006.06.014
  90. Miguel Couceiro; Stephan Foldes. "On closed sets of relational constraints and classes of functions closed under variable substitutions". Algebra universalis 54 2 (2005): 149-165. https://doi.org/10.1007%2Fs00012-005-1933-1.
    10.1007/s00012-005-1933-1
  91. Miguel Couceiro; Stephan Foldes. "Definability of Boolean function classes by linear equations over GF(2)". Discrete Applied Mathematics 142 1-3 (2004): 29-34. https://doi.org/10.1016%2Fj.dam.2003.09.002.
    10.1016/j.dam.2003.09.002
Capítulo de livro
  1. Pierre Monnin; Cherif-Hassan Nousradine; Lucas Jarnac; Laurel Zuckerman; Miguel Couceiro. "KGPRUNE: A Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning". 2024.
    10.3233/FAIA241038
  2. Gély, A.; Couceiro, M.; Napoli, A.. "Towards Distributivity in FCA for Phylogenetic Data". 225-237. 2022.
  3. Esteban Marquer; Safa Alsaidi; Amandine Decker; Pierre-Alexandre Murena; Miguel Couceiro. "A Deep Learning Approach to Solving Morphological Analogies". 2022.
    10.1007/978-3-031-14923-8_11
  4. Alain Gély; Miguel Couceiro; Amedeo Napoli. "Towards Distributivity in FCA for Phylogenetic Data". 2022.
  5. Safa Alsaidi; Amandine Decker; Puthineath Lay; Esteban Marquer; Pierre-Alexandre Murena; Miguel Couceiro. "On the Transferability of Neural Models of Morphological Analogies". 76-89. Springer International Publishing, 2021.
    10.1007/978-3-030-93736-2_7
  6. Pierre Monnin; Miguel Couceiro; Amedeo Napoli; Adrien Coulet. "Knowledge-Based Matching of n-ary Tuples". 48-56. Springer International Publishing, 2020.
    10.1007/978-3-030-57855-8_4
  7. Couceiro, M.; Dubois, D.; Fargier, H.; Grabisch, M.; Prade, H.; Rico, A.. "New Directions in Ordinal Evaluation: Sugeno Integrals and Beyond". 177-228. 2019.
    10.1007/978-3-030-11482-4_7
  8. Nyoman Juniarta; Miguel Couceiro; Amedeo Napoli. "Order-preserving Biclustering Based on FCA and Pattern Structures". 2019.
    10.1007/978-3-030-36617-9_4
  9. "An ordinal approach to risk measurement". 2012.
    10.1007/978-88-470-2342-0_10
Documento de trabalho
  1. Guillaume Bonfante; Miguel Couceiro. 2022. "On graph rewriting systems termination through language theory". https://hal.inria.fr/hal-03629573.
  2. Miguel Couceiro; Erkko Lehtonen. 2021. "Stability of Boolean function classes with respect to clones of linear functions". https://hal.archives-ouvertes.fr/hal-03119362.
    10.1007/s11083-022-09596-5
  3. Guillaume Bonfante; Miguel Couceiro. 2020. "On termination of Graph Rewriting Systems through language theory". https://hal.inria.fr/hal-02478696.
  4. Miguel Couceiro; Pierre Mercuriali; Romain Péchoux. 2017. "Comparing the efficiency of normal form systems to represent Boolean functions". https://hal.inria.fr/hal-01551761.
  5. Miguel Couceiro; Michel Grabisch. 2016. "On integer-valued means and the symmetric maximum". https://halshs.archives-ouvertes.fr/halshs-01412025.
    10.1007/s00010-016-0460-9
Livro
  1. Theobald, C.; Arcelin, B.; Pennerath, F.; Conan-Guez, B.; Couceiro, M.; Napoli, A.. A Bayesian Convolutional Neural Network for Robust Galaxy Ellipticity Regression. 2021.
    10.1007/978-3-030-86517-7_9
  2. Alves, G.; Bhargava, V.; Couceiro, M.; Napoli, A.. Making ML Models Fairer Through Explanations: The Case of LimeOut. 2021.
    10.1007/978-3-030-72610-2_1
  3. Couceiro, M.; Lehtonen, E.; Miclet, L.; Prade, H.; Richard, G.. When Nominal Analogical Proportions Do Not Fail. 2020.
    10.1007/978-3-030-58449-8_5
  4. Bhargava, V.; Couceiro, M.; Napoli, A.. LimeOut: An Ensemble Approach to Improve Process Fairness. 2020.
    10.1007/978-3-030-65965-3_32
  5. Miguel Couceiro; Pierre Monnin; Amedeo Napoli. Proceedings of the 1st International Conference on Algebras, Graphs and Ordered Sets (ALGOS 2020). França. 2020.
  6. Juniarta, N.; Couceiro, M.; Napoli, A.. A Unified Approach to Biclustering Based on Formal Concept Analysis and Interval Pattern Structure. 2019.
    10.1007/978-3-030-33778-0_5
  7. Couceiro, M.; Napoli, A.. Elements about exploratory, knowledge-based, hybrid, and explainable knowledge discovery. 2019.
    10.1007/978-3-030-21462-3_1
  8. Miguel Couceiro; Amedeo Napoli. Société Francophone de Classification (SFC) Actes des 26èmes Rencontres. França. 2019.
  9. Dalleau, K.; Couceiro, M.; Smail-Tabbone, M.. Unsupervised extremely randomized trees. 2018.
    10.1007/978-3-319-93040-4_38

Outros

Outra produção
  1. Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning. 2023. Jarnac, L.; Couceiro, M.; Monnin, P.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85164750460&partnerID=MN8TOARS.
  2. A STATISTICAL APPROACH TO DETECT SENSITIVE FEATURES IN A GROUP FAIRNESS SETTING. 2023. Pelegrina, G.D.; Couceiro, M.; Duarte, L.T.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85162958668&partnerID=MN8TOARS.
  3. A Unifying Rank Aggregation Model to Suitably and Efficiently Aggregate Any Kind of Rankings. 2023. Andrieu, P.; Cohen-Boulakia, S.; Couceiro, M.; Denise, A.; Pierrot, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85147828476&partnerID=MN8TOARS.
    10.2139/ssrn.4353494
  4. Solving morphological analogies: from retrieval to generation. 2023. Marquer, E.; Couceiro, M.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85153766052&partnerID=MN8TOARS.
    10.48550/arXiv.2303.18062
  5. Survey on Fairness Notions and Related Tensions. 2022. Alves, G.; Bernier, F.; Couceiro, M.; Makhlouf, K.; Palamidessi, C.; Zhioua, S.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85165541732&partnerID=MN8TOARS.
  6. GALOIS THEORY FOR ANALOGICAL CLASSIFIERS. 2022. Couceiro, M.; Lehtonen, E.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85130418093&partnerID=MN8TOARS.
    10.48550/arXiv.2205.04593
  7. Clarity: an improved gradient method for producing quality visual counterfactual explanations. 2022. Theobald, C.; Pennerath, F.; Conan-Guez, B.; Couceiro, M.; Napoli, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85143740393&partnerID=MN8TOARS.
    10.48550/arXiv.2211.15370
  8. COMPONENT TWIN-WIDTH AS A PARAMETER FOR BINARY-CSP AND ITS SEMIRING GENERALISATIONS. 2022. Baril, A.; Couceiro, M.; Lagerkvist, V.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85135748614&partnerID=MN8TOARS.
    10.48550/arXiv.2207.12368
  9. Tackling morphological analogies using deep learning - extended version. 2021. Alsaidi, S.; Decker, A.; Marquer, E.; Murena, P.-A.; Couceiro, M.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85119576950&partnerID=MN8TOARS.
  10. A neural approach for detecting morphological analogies. 2021. Alsaidi, S.; Decker, A.; Lay, P.; Marquer, E.; Murena, P.-A.; Couceiro, M.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85113475252&partnerID=MN8TOARS.
    10.1109/DSAA53316.2021.9564186
  11. On the transferability of neural models of morphological analogies. 2021. Alsaidi, S.; Decker, A.; Lay, P.; Marquer, E.; Murena, P.-A.; Couceiro, M.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85113522759&partnerID=MN8TOARS.
  12. A Bayesian convolutional neural network for robust galaxy ellipticity regression. 2021. Theobald, C.; Arcelin, B.; Pennerath, F.; Conan-Guez, B.; Couceiro, M.; Napoli, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85106169263&partnerID=MN8TOARS.
    10.1007/978-3-030-86517-7_9
  13. Reducing unintended bias of ML models on tabular and textual data. 2021. Alves, G.; Amblard, M.; Bernier, F.; Couceiro, M.; Napoli, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85113467300&partnerID=MN8TOARS.
    10.1109/DSAA53316.2021.9564112
  14. A Bayesian neural network based on dropout regulation. 2021. Theobald, C.; Pennerath, F.; Conan-Guez, B.; Couceiro, M.; Napoli, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85101861123&partnerID=MN8TOARS.
  15. STABILITY OF BOOLEAN FUNCTION CLASSES WITH RESPECT TO CLONES OF LINEAR FUNCTIONS. 2021. Couceiro, M.; Lehtonen, E.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85141641943&partnerID=MN8TOARS.
    10.48550/arXiv.2101.06691
  16. Tackling scalability issues in mining path patterns from knowledge graphs: a preliminary study. 2020. Monnin, P.; Bresso, E.; Couceiro, M.; Smaïl-Tabbone, M.; Napoli, A.; Coulet, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095495629&partnerID=MN8TOARS.
  17. Making ML models fairer through explanations: The case of LimeOut. 2020. Alves, G.; Couceiro, M.; Bhargava, V.; Napoli, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098613624&partnerID=MN8TOARS.
  18. Knowledge reconciliation of n-ary relations. 2020. Monnin, P.; Couceiro, M.; Napoli, A.; Coulet, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094039730&partnerID=MN8TOARS.
  19. Limeout: An ensemble approach to improve process fairness : A preprint. 2020. Bhargava, V.; Couceiro, M.; Napoli, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095066139&partnerID=MN8TOARS.
  20. EVERY QUASITRIVIAL n-ARY SEMIGROUP IS REDUCIBLE TO A SEMIGROUP. 2019. Couceiro, M.; Devillet, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094021663&partnerID=MN8TOARS.
    10.1007/s00012-019-0626-0
  21. REDUCIBILITY OF n-ARY SEMIGROUPS: FROM QUASITRIVIALITY TOWARDS IDEMPOTENCY. 2019. Couceiro, M.; Devillet, J.; Marichal, J.-L.; Mathonet, P.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094711108&partnerID=MN8TOARS.
    10.1007/s13366-020-00551-2
  22. Sugeno Utility Functionals for Monotonic Classication & Decision Rules. 2018. Quentin Brabant; Miguel Couceiro. https://hal.archives-ouvertes.fr/hal-01906052.
  23. Sequential pattern mining for analyzing visitor trajectories. 2018. Nyoman Juniarta; Miguel Couceiro; Amedeo Napoli; Chedy Raïssi. https://hal.inria.fr/hal-01890429.
  24. Extracting Decision Rules from Qualitative Data via Sugeno Utility Functionals. 2018. Quentin Brabant; Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico. https://doi.org/10.1007%2F978-3-319-91473-2_22.
    10.1007/978-3-319-91473-2_22
  25. Enhancing the Expressive Power of Sugeno Integrals for Qualitative Data Analysis. 2017. Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico. https://doi.org/10.1007%2F978-3-319-66830-7_48.
    10.1007/978-3-319-66830-7_48
  26. On Idempotent Discrete Uninorms. 2017. Miguel Couceiro; Jimmy Devillet; Jean-Luc Marichal. https://doi.org/10.1007%2F978-3-319-59306-7_15.
    10.1007/978-3-319-59306-7_15
  27. From Meaningful Orderings in the Web of Data to Multi-level Pattern Structures. 2017. Quentin Brabant; Miguel Couceiro; Amedeo Napoli; Justine Reynaud. https://doi.org/10.1007%2F978-3-319-60438-1_61.
    10.1007/978-3-319-60438-1_61
  28. CHARACTERIZATIONS OF IDEMPOTENT DISCRETE UNINORMS. 2017. Couceiro, M.; Devillet, J.; Marichal, J.-L.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095314743&partnerID=MN8TOARS.
    10.1016/j.fss.2017.06.013
  29. Quasitrivial semigroups: Characterizations and enumerations. 2017. Couceiro, M.; Devillet, J.; Marichal, J.-L.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85093027165&partnerID=MN8TOARS.
    10.1007/s00233-018-9928-3
  30. PIVOTAL DECOMPOSITION SCHEMES INDUCING CLONES OF OPERATIONS. 2017. COUCEIRO, M.; TEHEUX, B.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85095295681&partnerID=MN8TOARS.
    10.1007/s13366-017-0354-6
  31. Lattice-Theoretic Approach to Version Spaces in Qualitative Decision Making. 2015. Miguel Couceiro; Tamás Waldhauser. https://doi.org/10.1007%2F978-3-319-17091-6_18.
    10.1007/978-3-319-17091-6_18
  32. Quasi-Lovász Extensions on Bounded Chains. 2014. Miguel Couceiro; Jean-Luc Marichal. https://doi.org/10.1007%2F978-3-319-08795-5_21.
    10.1007/978-3-319-08795-5_21
  33. General Interpolation by Polynomial Functions of Distributive Lattices. 2012. Miguel Couceiro; Didier Dubois; Henri Prade; Agnès Rico; Tamás Waldhauser. https://doi.org/10.1007%2F978-3-642-31718-7_36.
    10.1007/978-3-642-31718-7_36
  34. Quasi-Lovász Extensions and Their Symmetric Counterparts. 2012. Miguel Couceiro; Jean-Luc Marichal. https://doi.org/10.1007%2F978-3-642-31724-8_19.
    10.1007/978-3-642-31724-8_19
  35. Pseudo-polynomial Functions over Finite Distributive Lattices. 2011. Miguel Couceiro; Tamás Waldhauser. https://doi.org/10.1007%2F978-3-642-22152-1_46.
    10.1007/978-3-642-22152-1_46
  36. Explicit Descriptions of Associative Sugeno Integrals. 2010. Miguel Couceiro; Jean-Luc Marichal. https://doi.org/10.1007%2F978-3-642-14055-6_48.
    10.1007/978-3-642-14055-6_48
  37. Explicit Descriptions of Bisymmetric Sugeno Integrals. 2010. Miguel Couceiro; Erkko Lehtonen. https://doi.org/10.1007%2F978-3-642-14049-5_51.
    10.1007/978-3-642-14049-5_51
  38. Sugeno Utility Functions I: Axiomatizations. 2010. Miguel Couceiro; Tamás Waldhauser. https://doi.org/10.1007%2F978-3-642-16292-3_10.
    10.1007/978-3-642-16292-3_10
  39. Sugeno Utility Functions II: Factorizations. 2010. Miguel Couceiro; Tamás Waldhauser. https://doi.org/10.1007%2F978-3-642-16292-3_11.
    10.1007/978-3-642-16292-3_11