Julien Aligon

45 papers A 2B 4C 7Journal 14Unranked 15
YearRankTypeTitle / Venue / Authors
2026 B conf
Adaptive Local Kernel for Efficient Active Pairwise Constraint Clustering.
IDA
Vincent Blase, Julien Aligon, Moncef Garouani, Isabelle Ader, Olivier Teste
2026 J jnl
IPatch: A Multi-Resolution Transformer Architecture for Robust Time-Series Forecasting.
CoRR
Aymane Harkati, Moncef Garouani, Olivier Teste, Julien Aligon, Mohamed Hamlich
2025 J jnl
Effective data exploration through clustering of local attributive explanations.
Inf. Syst.
Elodie Escriva, Tom Lefrere, Manon Martin, Julien Aligon, Alexandre Chanson, Jean-Baptiste Excoffier, Nicolas Labroche, Chantal Soulé-Dupuy, Paul Monsarrat
2025 C conf
Exploring Local Feature Influences with Hierarchical Explanation Trees.
ADBIS
Emmanuel Doumard, Julien Aligon, Paul Monsarrat, Nicolas Labroche, Alexandre Chanson
2025 J jnl
Investigating the Duality of Interpretability and Explainability in Machine Learning.
CoRR
Moncef Garouani, Josiane Mothe, Ayah Barhrhouj, Julien Aligon
2025 J jnl
Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration.
CoRR
Paul Saves, Pramudita Satria Palar, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Benoît Gaudou, Koji Shimoyama, Joseph Morlier
2025 J jnl
auto-xFS: An explanation-based feature selection tool for more meaningful and trustworthy machine learning models.
SoftwareX
Haomiao Wang, Julien Aligon, Haoran Zhou, Chantal Soulé-Dupuy, Paul Monsarrat
2024 B conf
Investigating the Duality of Interpretability and Explainability in Machine Learning.
ICTAI
Moncef Garouani, Josiane Mothe, Ayah Barhrhouj, Julien Aligon
2024 B conf
Towards Regional Explanations with Validity Domains for Local Explanations.
DaWaK
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
2024 — conf
Vers un clustering interactif assisté par l'explicabilité.
EGC
Yacine Mokhtari, Robin Cugny, Nabil El Malki, Julien Aligon, Max Chevalier, Olivier Teste
2024 — book
Vers une aide intelligible à l'analyse prédictive.
Julien Aligon
2023 J jnl
A quantitative approach for the comparison of additive local explanation methods.
Inf. Syst.
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
2023 — conf
AutoXAI: Un cadre pour sélectionner automatiquement la solution d'XAI la plus adaptée.
EGC
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
2023 — conf
Data Exploration Based on Local Attribution Explanation: A Medical Use Case.
ADBIS (Short Papers)
Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soulé-Dupuy
2023 — conf
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium.
ADBIS (Short Papers)
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
2023 J jnl
Explanations as a New Metric for Feature Selection: A Systematic Approach.
IEEE J. Biomed. Health Informatics
Haomiao Wang, Emmanuel Doumard, Chantal Soulé-Dupuy, Philippe Kémoun, Julien Aligon, Paul Monsarrat
2023 C conf
How to Make the Most of Local Explanations: Effective Clustering Based on Influences.
ADBIS
Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
2022 C conf
A Comparative Study of Additive Local Explanation Methods based on Feature Influences.
DOLAP
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
2022 A conf
AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution.
CIKM
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
2022 — ed.
Business Intelligence & Big Data, Actes de la conférence EDA 2022, Clermont-Ferrand, France, 27 et 28 octobre 2022.
EDA
Sandro Bimonte, Julien Aligon
2022 J jnl
Coalitional Strategies for Efficient Individual Prediction Explanation.
Inf. Syst. Frontiers
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
2022 — conf
Local Explanation-Based Method for Healthcare Risk Stratification.
MIE
Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala
2022 — conf
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles.
EGC
Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
2022 J jnl
Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions.
CoRR
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
2021 C conf
Analysis-oriented Metadata for Data Lakes.
IDEAS
Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soulé-Dupuy, Gabriel Ferrettini, Imen Megdiche
2021 — ed.
Business Intelligence & Big Data, Actes de la conférence EDA 2021, en distanciel, 01-02 juillet 2021.
EDA
Julien Aligon, Verónika Peralta
2021 J jnl
Coalitional strategies for efficient individual prediction explanation.
CoRR
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
2020 — conf
A Framework for User Assistance on Predictive Models.
CIRCLE
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy, William Raynaut
2020 B conf
Explaining Single Predictions: A Faster Method.
SOFSEM
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
2020 C conf
Improving on Coalitional Prediction Explanation.
ADBIS
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
2020 — conf
Recommandations basées sur les centres d'intérêts utilisateurs en Business Intelligence.
INFORSID
Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta
2019 — conf
Data Quality Alerting Model for Big Data Analytics.
ADBIS (Short Papers and Workshops)
Eliza Gyulgyulyan, Julien Aligon, Franck Ravat, Hrachya V. Astsatryan
2019 J jnl
Interest-based recommendations for business intelligence users.
Inf. Syst.
Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta
2019 — conf
Un cadre d'aide à l'exploitation des résultats de prédictions, à destination d'experts de domaine.
INFORSID
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
2018 J jnl
Weather Data Visualization and Analytical Platform.
Scalable Comput. Pract. Exp.
Hrachya V. Astsatryan, Hayk Grogoryan, Eliza Gyulgyulyan, Anush Hakobyan, Aram Kocharyan, Wahi Narsisian, Vladimir Sahakyan, Yuri Shoukourian, Rita Abrahamyan, Zarmandukht Petrosyan, Julien Aligon
2017 A conf
User Interests Clustering in Business Intelligence Interactions.
CAiSE
Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta, Bruno Dumant
2016 — conf
Défi EGC 2016 : Analyse par Motifs Fréquents et Topic Modeling.
EGC
Julien Aligon, Fabrice Guillet, Julien Blanchard, Fabien Picarougne
2015 J jnl
A collaborative filtering approach for recommending OLAP sessions.
Decis. Support Syst.
Julien Aligon, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi
2014 C conf
A Holistic Approach to OLAP Sessions Composition: The Falseto Experience.
DOLAP
Julien Aligon, Kamal Boulil, Patrick Marcel, Verónika Peralta
2014 J jnl
Similarity measures for OLAP sessions.
Knowl. Inf. Syst.
Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia
2013 — conf
A Methodology to Gather Real OLAP Analysis Sessions.
EDA
Julien Aligon
2012 — conf
Summarizing former sessions for user-centric OLAP.
EDA
Julien Aligon, Patrick Marcel
2011 C conf
Mining Preferences from OLAP Query Logs for Proactive Personalization.
ADBIS
Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia
2011 — conf
Résumés et interrogations de logs de requête OLAP.
EGC
Julien Aligon, Patrick Marcel, Elsa Negre
2011 — conf
Summarizing and Querying Logs of OLAP Queries.
EGC (best of volume)
Julien Aligon, Patrick Marcel, Elsa Negre