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authFullName_s : Julien Aligon
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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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User Interests Clustering in Business Intelligence Interactions

Krista Drushku , Julien Aligon , Nicolas Labroche , Patrick Marcel , Veronika Peralta , et al.
International Conference on Advanced Information Systems Engineering (CAiSE 2017), Jun 2017, Essen, Germany. ⟨10.1007/978-3-319-59536-8_10⟩
Conference papers hal-01629076v1
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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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A comparative study of additive local explanation methods based on feature influences

Emmanuel Doumard , Julien Aligon , Elodie Escriva , Jean-Baptiste Excoffier , Paul Monsarrat , et al.
24th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data ((DOLAP 2022), Mar 2022, Edinburgh, United Kingdom. pp.31-40
Conference papers hal-03687554v1
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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

Exploration de données et journalisme : vers la spécification de narrations journalistiques

Marie Chagnoux , Julien Aligon
Rencontre annuelle Masses de données, informations et connaissances en sciences (MaDICS) 2018. Big Data - Data Science, Groupement de recherche (GDR) MaDICS, Nov 2018, Strasbourg, France
Conference papers hal-01928334v1

Du protéome urinaire vers le protéome tissulaire rénal : analyse des réseaux d'interaction protéines-protéines (Genotoul Biostat Bioinfo day, Toulouse, 13/12/18)

Franck Boizard , Julie Klein , Bénédicte Buffin-Meyer , Julien Aligon , Joost Schanstra , et al.
Genotoul Biostat Bioinfo day 2018, Plateforme de Biostatistique- Génopole Toulouse Midi-Pyrénées, France, Dec 2018, Toulouse, France
Conference papers hal-03044250v1
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Interest-based recommendations for business intelligence users

Krista Drushku , Julien Aligon , Nicolas Labroche , Patrick Marcel , Veronika Peralta
Information Systems, 2019, 86, pp.79-93. ⟨10.1016/j.is.2018.08.004⟩
Journal articles hal-02976606v1
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How to make the most of local explanations: effective clustering based on influences

Elodie Escriva , Julien Aligon , Jean-Baptiste Excoffier , Paul Monsarrat , Chantal Soulé-Dupuy
27th European Conference Advances in Databases and Information Systems (ADBIS 2023), Sep 2023, Barcelone, Spain. pp.146-160, ⟨10.1007/978-3-031-42914-9_11⟩
Conference papers hal-04189455v1
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Towards a Meta-analysis-based User Assistant for Analysis Processes

William Raynaut , Julien Aligon , Philippe Roussille , Chantal Soulé-Dupuy , Nathalie Vallès-Parlangeau
11th International Conference on Computer Science and Information Technology (CSIT 2017), Sep 2017, Yerevan, Armenia. pp.63-66
Conference papers hal-02559799v1

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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Data Quality Alerting Model for Big Data Analytics

Eliza Gyulgyulyan , Julien Aligon , Franck Ravat , Hrachya Astsatryan
International Workshop on Qualitative Aspects of User-Centered Analytics - European Conference on Advances in Databases and Information Systems (QAUCA@ADBIS 2019), Sep 2019, Bled, Slovenia. pp.489-500
Conference papers hal-02947780v1
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Explainable machine learning framework to predict personalized physiological aging

David Bernard , Emmanuel Doumard , Isabelle Ader , Philippe Kemoun , Jean‐christophe Pagès , et al.
Aging Cell, 2023, 22 (8), pp.e13872. ⟨10.1111/acel.13872⟩
Journal articles hal-04186426v1
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Local Explanation-Based Method for Healthcare Risk Stratification

Jean-Baptiste Excoffier , Elodie Escriva , Julien Aligon , Matthieu Ortala
Medical Informatics Europe 2022, May 2022, Nice, France. ⟨10.3233/shti220520⟩
Conference papers hal-03687549v1
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Systemic Periodontal Risk Score Using an Innovative Machine Learning Strategy: An Observational Study

Paul Monsarrat , David Bernard , Mathieu Marty , Chiara Cecchin-Albertoni , Emmanuel Doumard , et al.
Journal of Personalized Medicine, 2022, 12 (2), pp.217. ⟨10.3390/jpm12020217⟩
Journal articles hal-03687558v1
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Weather Data Visualization and Analytical Platform

Hrachya V. Astsatryan , Hayk Grogoryan , Eliza Gyulgyulyan , Anush Hakobyan , Aram Kocharyan , et al.
Scalable Computing : Practice and Experience, 2018, Special Issue, 19 (2), pp.79-86. ⟨10.12694/scpe.v19i2.1351⟩
Journal articles hal-03508133v1

PRYNT: a tool for prioritization of disease candidates from proteomics data using a combination of shortest-path and random walk algorithms

Franck Boizard , Bénédicte Buffin-Meyer , Julien Aligon , Olivier Teste , Joost Schanstra , et al.
Scientific Reports, 2021, 11 (1), pp.Article number: 5764 (2021). ⟨10.1038/s41598-021-85135-3⟩
Journal articles hal-03268300v1
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AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution

Robin Cugny , Julien Aligon , Max Chevalier , Geoffrey Roman Jimenez , Olivier Teste
31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Oct 2022, Atlanta GA, United States. pp.315-324, ⟨10.1145/3511808.3557247⟩
Conference papers hal-03854778v1
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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