Publications de Gabriel FERRETTINI
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Coalitional Strategies for Efficient Individual Prediction Explanation
Information Systems Frontiers, 2021, pp.1-31. ⟨10.1007/s10796-021-10141-9⟩
Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles
Conférence francophone sur l’Extraction et la Gestion des Connaissances (EGC 2022), Jan 2022, Blois, France. pp.395-402
Yan Zhao, Julien Aligon, Gabriel Ferrettini, Imen Megdiche, Franck Ravat, Chantal Soulé-Dupuy
Analysis-oriented Metadata for Data Lakes
25th International Database Engineering & Applications Symposium (IDEAS 2021), Jul 2021, Montreal, Canada
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
Improving on coalitional prediction explanation
24th European Conference on Advances in Databases and Information Systems (ADBIS 2020), Aug 2020, Lyon, France. pp.122-135, ⟨10.1007/978-3-030-54832-2_11⟩
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy, William Raynaut
A framework for user assistance on predictive models
Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Jul 2020, Samatan, Gers, France. pp.32
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
Explaining single predictions : a faster method
International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2020), Jan 2020, Limassol, Cyprus. pp.313-324, ⟨10.1007/978-3-030-38919-2_26⟩
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
Un cadre d’aide à l’exploitation des résultats de prédictions, à destination d’experts de domaine
37eme Congres Informatique des Organisations et Systemes d’Information et de Decision (INFORSID 2019), Jun 2019, Paris, France. pp.206-220
Gabriel Ferrettini, William Raynaut
Meta-analysis for workflow recommendation (student paper)
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases – ECML-PKDD, Sep 2018, Dublin, Ireland. pp.(electronic medium)
Adaptive system for analysis process design assistance
Computer Science [cs]. Université Toulouse Capitole, 2021. English. ⟨NNT : ⟩