Julien Aligon

According to our database, Julien Aligon authored at least 35 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Effective data exploration through clustering of local attributive explanations.

Elodie Escriva, Tom Lefrere, Manon Martin, Julien Aligon, Alexandre Chanson, Jean-Baptiste Excoffier, Nicolas Labroche, Chantal Soulé-Dupuy, Paul Monsarrat

Inf. Syst., 2025

2024

Vers un clustering interactif assisté par l'explicabilité.

Yacine Mokhtari, Robin Cugny, Nabil El Malki, Julien Aligon, Max Chevalier, Olivier Teste

Proceedings of the Extraction et Gestion des Connaissances, 2024

Towards Regional Explanations with Validity Domains for Local Explanations.

Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste

Proceedings of the Big Data Analytics and Knowledge Discovery, 2024

Vers une aide intelligible à l'analyse prédictive.

Julien Aligon

, 2024

2023

Explanations as a New Metric for Feature Selection: A Systematic Approach.

Haomiao Wang, Emmanuel Doumard, Chantal Soulé-Dupuy, Philippe Kémoun, Julien Aligon, Paul Monsarrat

IEEE J. Biomed. Health Informatics, August, 2023

A quantitative approach for the comparison of additive local explanation methods.

Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy

Inf. Syst., March, 2023

AutoXAI: Un cadre pour sélectionner automatiquement la solution d'XAI la plus adaptée.

Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste

Proceedings of the Extraction et Gestion des Connaissances, 2023

Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium.

Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Dignös, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperlì, Giorgos Giannopoulos, Ivan Lukovic, Julien Aligon, Manolis Terrovitis, Marek Grzegorowski, Mariella Bonomo, Mirian Halfeld Ferrari Alves, Nicolas Labroche, Paul Monsarrat, Richard Chbeir, Sana Sellami, Seshu Tirupathi, Simona E. Rombo, Slavica Kordic, Sonja Ristic, Tommaso Di Noia, Torben Bach Pedersen, Vincenzo Moscato

Proceedings of the New Trends in Database and Information Systems, 2023

Data Exploration Based on Local Attribution Explanation: A Medical Use Case.

Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soulé-Dupuy

Proceedings of the New Trends in Database and Information Systems, 2023

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

Proceedings of the Advances in Databases and Information Systems, 2023

2022

Coalitional Strategies for Efficient Individual Prediction Explanation.

Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy

Inf. Syst. Frontiers, 2022

Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions.

Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste

CoRR, 2022

Local Explanation-Based Method for Healthcare Risk Stratification.

Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala

Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Stratégies coalitionnelles pour une explication efficace des prédictions individuelles.

Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy

Proceedings of the Extraction et Gestion des Connaissances, 2022

A Comparative Study of Additive Local Explanation Methods based on Feature Influences.

Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy

Proceedings of the 24th International Workshop on Design, 2022

AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution.

Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Analysis-oriented Metadata for Data Lakes.

Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soulé-Dupuy, Gabriel Ferrettini, Imen Megdiche

Proceedings of the IDEAS 2021: 25th International Database Engineering & Applications Symposium, 2021

2020

Explaining Single Predictions: A Faster Method.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy

Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

Recommandations basées sur les centres d'intérêts utilisateurs en Business Intelligence.

Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta

Proceedings of the Actes du XXXVIIIème Congrès INFORSID, Dijon, France, June 2-4, 2020., 2020

A Framework for User Assistance on Predictive Models.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy, William Raynaut

Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Improving on Coalitional Prediction Explanation.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy

Proceedings of the Advances in Databases and Information Systems, 2020

2019

Interest-based recommendations for business intelligence users.

Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta

Inf. Syst., 2019

Un cadre d'aide à l'exploitation des résultats de prédictions, à destination d'experts de domaine.

Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy

Proceedings of the Actes du XXXVIIème Congrès INFORSID, Paris, France, June 11-14, 2019., 2019

Data Quality Alerting Model for Big Data Analytics.

Eliza Gyulgyulyan, Julien Aligon, Franck Ravat, Hrachya V. Astsatryan

Proceedings of the New Trends in Databases and Information Systems, 2019

2018

Weather Data Visualization and Analytical Platform.

Hrachya V. Astsatryan, Hayk Grogoryan, Eliza Gyulgyulyan, Anush Hakobyan, Aram Kocharyan, Wahi Narsisian, Vladimir Sahakyan, Yuri Shoukourian, Rita Abrahamyan, Zarmandukht Petrosyan, Julien Aligon

Scalable Comput. Pract. Exp., 2018

2017

User Interests Clustering in Business Intelligence Interactions.

Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta, Bruno Dumant

Proceedings of the Advanced Information Systems Engineering, 2017

2016

Défi EGC 2016 : Analyse par Motifs Fréquents et Topic Modeling.

Julien Aligon, Fabrice Guillet, Julien Blanchard, Fabien Picarougne

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

2015

A collaborative filtering approach for recommending OLAP sessions.

Julien Aligon, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi

Decis. Support Syst., 2015

2014

Similarity measures for OLAP sessions.

Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia

Knowl. Inf. Syst., 2014

A Holistic Approach to OLAP Sessions Composition: The Falseto Experience.

Julien Aligon, Kamal Boulil, Patrick Marcel, Verónika Peralta

Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

2013

A Methodology to Gather Real OLAP Analysis Sessions.

Julien Aligon

Proceedings of the Actes des 9èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2013

2012

Summarizing former sessions for user-centric OLAP.

Julien Aligon, Patrick Marcel

Proceedings of the Actes des 8èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2012

2011

Summarizing and Querying Logs of OLAP Queries.

Julien Aligon, Patrick Marcel, Elsa Negre

Proceedings of the Advances in Knowledge Discovery and Management, 2011

Résumés et interrogations de logs de requête OLAP.

Julien Aligon, Patrick Marcel, Elsa Negre

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

Mining Preferences from OLAP Query Logs for Proactive Personalization.

Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia

Proceedings of the Advances in Databases and Information Systems, 2011