Scholar
Julien Aligon
Google Scholar ID: SL-IYIQAAAAJ
Université Toulouse Capitole - IRIT and RESTORE labs - SIG Team
Predictive models
Explainable AI
Machine learning
Recommender systems
Information Systems
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Citations & Impact
All-time
Citations
537
H-index
12
i10-index
17
Publications
20
Co-authors
18
list available
Publications
4 items
Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making
2026
Cited
0
IPatch: A Multi-Resolution Transformer Architecture for Robust Time-Series Forecasting
2026
Cited
0
Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration
2025
Cited
0
Investigating the Duality of Interpretability and Explainability in Machine Learning
IEEE International Conference on Tools with Artificial Intelligence · 2024
Cited
1
Co-authors
7 total
Patrick Marcel
Professor, University of Orléans, France
Stefano Rizzi
DISI - University of Bologna
Olivier Teste
Professeur d'Informatique, Université Toulouse 2, IRIT (CNRS UMR5505)
Nicolas Labroche
Professor at Université de Tours (France)
Elsa Negre
LAMSADE, Université Paris-Dauphine
Moncef Garouani
Université Toulouse Capitole - IRIT
Imen Megdiche
Maîtresse de conférences à INUC / ISIS Castres / IRIT
