Julien Aligon
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
18
Venues
11
Active years
2011–2026
Best venue rank
C
Where they publish
Papers
18 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | IDA | Adaptive Local Kernel for Efficient Active Pairwise Constraint Clustering. | Vincent Blase, Julien Aligon, Moncef Garouani, Isabelle Ader, Olivier Teste |
| 2026 | PAKDD | Machine Learning Performance vs Explanation Quality: Can We Have the Best of Both Worlds? | Vronne Yepmo, Julien Aligon, Moncef Garouani, Andr Pninou, Olivier Teste |
| 2025 | ADBIS | Exploring Local Feature Influences with Hierarchical Explanation Trees. | Emmanuel Doumard, Julien Aligon, Paul Monsarrat, Nicolas Labroche, Alexandre Chanson |
| 2025 | ESANN | Multimodal Explainable Automated Diagnosis of Autistic Spectrum Disorder. | Meryem Ben Yahia, Moncef Garouani, Julien Aligon |
| 2024 | DaWaK | Towards Regional Explanations with Validity Domains for Local Explanations. | Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste |
| 2024 | ICTAI | Investigating the Duality of Interpretability and Explainability in Machine Learning. | Moncef Garouani, Josiane Mothe, Ayah Barhrhouj, Julien Aligon |
| 2023 | ADBIS | How to Make the Most of Local Explanations: Effective Clustering Based on Influences. | Elodie Escriva, Julien Aligon, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soul-Dupuy |
| 2023 | ADBIS | Data Exploration Based on Local Attribution Explanation: A Medical Use Case. | Elodie Escriva, Emmanuel Doumard, Jean-Baptiste Excoffier, Julien Aligon, Paul Monsarrat, Chantal Soul-Dupuy |
| 2023 | ADBIS | Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium. | Adam Przybylek, Aleksandra Karpus, Allel Hadjali, Anton Digns, Carmem S. Hara, Danae Pla Karidi, Ester Zumpano, Fabio Persia, Genoveva Vargas-Solar, George Papastefanatos, Giancarlo Sperl, 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 |
| 2022 | CIKM | AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution. | Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman-Jimenez, Olivier Teste |
| 2022 | DOLAP | A Comparative Study of Additive Local Explanation Methods based on Feature Influences. | Emmanuel Doumard, Julien Aligon, Elodie Escriva, Jean-Baptiste Excoffier, Paul Monsarrat, Chantal Soul-Dupuy |
| 2021 | IDEAS | Analysis-oriented Metadata for Data Lakes. | Yan Zhao, Franck Ravat, Julien Aligon, Chantal Soul-Dupuy, Gabriel Ferrettini, Imen Megdiche |
| 2020 | ADBIS | Improving on Coalitional Prediction Explanation. | Gabriel Ferrettini, Julien Aligon, Chantal Soul-Dupuy |
| 2020 | SOFSEM | Explaining Single Predictions: A Faster Method. | Gabriel Ferrettini, Julien Aligon, Chantal Soul-Dupuy |
| 2019 | ADBIS | Data Quality Alerting Model for Big Data Analytics. | Eliza Gyulgyulyan, Julien Aligon, Franck Ravat, Hrachya V. Astsatryan |
| 2017 | CaiSE | User Interests Clustering in Business Intelligence Interactions. | Krista Drushku, Julien Aligon, Nicolas Labroche, Patrick Marcel, Vernika Peralta, Bruno Dumant |
| 2014 | DOLAP | A Holistic Approach to OLAP Sessions Composition: The Falseto Experience. | Julien Aligon, Kamal Boulil, Patrick Marcel, Vernika Peralta |
| 2011 | ADBIS | Mining Preferences from OLAP Query Logs for Proactive Personalization. | Julien Aligon, Matteo Golfarelli, Patrick Marcel, Stefano Rizzi, Elisa Turricchia |