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authFullName_s : Gabriel Ferrettini
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Coalitional Strategies for Efficient Individual Prediction Explanation

Gabriel Ferrettini , Elodie Escriva , Julien Aligon , Jean-Baptiste Excoffier , Chantal Soulé-Dupuy
Information Systems Frontiers, 2021, pp.1-31. ⟨10.1007/s10796-021-10141-9⟩
Journal articles hal-03259008v1
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Explaining single predictions : a faster method

Gabriel Ferrettini , Julien Aligon , Chantal Soulé-Dupuy
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⟩
Conference papers hal-02942310v1
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Adaptive system for analysis process design assistance

Gabriel Ferrettini
Computer Science [cs]. Université Toulouse Capitole, 2021. English. ⟨NNT : ⟩
Theses tel-03412695v1

Analysis-oriented Metadata for Data Lakes

Yan Zhao , Julien Aligon , Gabriel Ferrettini , Imen Megdiche , Franck Ravat , et al.
25th International Database Engineering & Applications Symposium (IDEAS 2021), Jul 2021, Montreal, Canada
Conference papers hal-03269221v1
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A framework for user assistance on predictive models

Gabriel Ferrettini , Julien Aligon , Chantal Soulé-Dupuy , William Raynaut
Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Jul 2020, Samatan, Gers, France. pp.32
Conference papers hal-03138319v1
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Stratégies coalitionnelles pour une explication efficace des prédictions individuelles

Elodie Escriva , Gabriel Ferrettini , Julien Aligon , Jean-Baptiste Excoffier , Chantal Soulé-Dupuy
Conférence francophone sur l'Extraction et la Gestion des Connaissances (EGC 2022), Jan 2022, Blois, France. pp.395-402
Conference papers hal-03845757v1
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Improving on coalitional prediction explanation

Gabriel Ferrettini , Julien Aligon , Chantal Soulé-Dupuy
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⟩
Conference papers hal-03138314v1

Meta-analysis for workflow recommendation (student paper)

Gabriel Ferrettini , William Raynaut
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML-PKDD, Sep 2018, Dublin, Ireland. pp.(electronic medium)
Conference papers hal-03033962v1
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Un cadre d'aide à l'exploitation des résultats de prédictions, à destination d'experts de domaine

Gabriel Ferrettini , Julien Aligon , Chantal Soulé-Dupuy
37eme Congres Informatique des Organisations et Systemes d'Information et de Decision (INFORSID 2019), Jun 2019, Paris, France. pp.206-220
Conference papers hal-02419427v1