Julien Aligon

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 26

Top Topics

Doctoral Consortium

Business Intelligence

Top Venues

Publications

Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
Towards Regional Explanations with Validity Domains for Local Explanations. DaWaK (2024)
Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
How to Make the Most of Local Explanations: Effective Clustering Based on Influences. ADBIS (2023)
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
A quantitative approach for the comparison of additive local explanation methods. Inf. Syst. 114 (2023)
Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soulé-Dupuy
Data Exploration Based on Local Attribution Explanation: A Medical Use Case. ADBIS (Short Papers) (2023)
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
AutoXAI: Un cadre pour sélectionner automatiquement la solution d'XAI la plus adaptée. EGC (2023)
Haomiao Wang, Emmanuel Doumard, Chantal Soulé-Dupuy, Philippe Kémoun, Julien Aligon, Paul Monsarrat
Explanations as a New Metric for Feature Selection: A Systematic Approach. IEEE J. Biomed. Health Informatics 27 (8) (2023)
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
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium. ADBIS (Short Papers) (2023)
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions. CoRR (2022)
Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste
AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution. CIKM (2022)
Jean-Baptiste Excoffier, Elodie Escriva, Julien Aligon, Matthieu Ortala
Local Explanation-Based Method for Healthcare Risk Stratification. MIE (2022)
Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soulé-Dupuy
A Comparative Study of Additive Local Explanation Methods based on Feature Influences. DOLAP (2022)
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Coalitional Strategies for Efficient Individual Prediction Explanation. Inf. Syst. Frontiers 24 (1) (2022)
Elodie Escriva, Gabriel Ferrettini, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Stratégies coalitionnelles pour une explication efficace des prédictions individuelles. EGC (2022)
Gabriel Ferrettini, Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Chantal Soulé-Dupuy
Coalitional strategies for efficient individual prediction explanation. CoRR (2021)
Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soulé-Dupuy, Gabriel Ferrettini, Imen Megdiche
Analysis-oriented Metadata for Data Lakes. IDEAS (2021)
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy, William Raynaut
A Framework for User Assistance on Predictive Models. CIRCLE (2020)
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
Improving on Coalitional Prediction Explanation. ADBIS (2020)
Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta
Recommandations basées sur les centres d'intérêts utilisateurs en Business Intelligence. INFORSID (2020)
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
Explaining Single Predictions: A Faster Method. SOFSEM (2020)
Eliza Gyulgyulyan, Julien Aligon, Franck Ravat, Hrachya V. Astsatryan
Data Quality Alerting Model for Big Data Analytics. ADBIS (Short Papers and Workshops) (2019)
Gabriel Ferrettini, Julien Aligon, Chantal Soulé-Dupuy
Un cadre d'aide à l'exploitation des résultats de prédictions, à destination d'experts de domaine. INFORSID (2019)
Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta
Interest-based recommendations for business intelligence users. Inf. Syst. 86 (2019)
Hrachya V. Astsatryan, Hayk Grogoryan, Eliza Gyulgyulyan, Anush Hakobyan, Aram Kocharyan, Wahi Narsisian, Vladimir Sahakyan, Yuri Shoukourian, Rita Abrahamyan, Zarmandukht Petrosyan, Julien Aligon
Weather Data Visualization and Analytical Platform. Scalable Comput. Pract. Exp. 19 (2) (2018)
Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Verónika Peralta, Bruno Dumant
User Interests Clustering in Business Intelligence Interactions. CAiSE (2017)
Julien Aligon, Fabrice Guillet, Julien Blanchard, Fabien Picarougne
Défi EGC 2016 : Analyse par Motifs Fréquents et Topic Modeling. EGC (2016)
Julien Aligon, Enrico Gallinucci, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi
A collaborative filtering approach for recommending OLAP sessions. Decis. Support Syst. 69 (2015)
Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia
Similarity measures for OLAP sessions. Knowl. Inf. Syst. 39 (2) (2014)
Julien Aligon, Kamal Boulil, Patrick Marcel, Verónika Peralta
A Holistic Approach to OLAP Sessions Composition: The Falseto Experience. DOLAP (2014)
Julien Aligon
A Methodology to Gather Real OLAP Analysis Sessions. EDA (2013)
Julien Aligon, Patrick Marcel
Summarizing former sessions for user-centric OLAP. EDA (2012)
Julien Aligon, Patrick Marcel, Elsa Negre
Résumés et interrogations de logs de requête OLAP. EGC (2011)
Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia
Mining Preferences from OLAP Query Logs for Proactive Personalization. ADBIS (2011)
Julien Aligon, Patrick Marcel, Elsa Negre
Summarizing and Querying Logs of OLAP Queries. EGC (best of volume) (2011)