Moncef Garouani
Scholar

Moncef Garouani

Google Scholar ID: 4nXi7GAAAAAJ
Université Toulouse Capitole - IRIT
AutoMLExplainable AIMeta-LearningMachine LearningDeep Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
383
 
H-index
11
 
i10-index
12
 
Publications
20
 
Co-authors
12
list available
Contact
CVOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
15 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
Fusion-CAM: Integrating Gradient and Region-Based Class Activation Maps for Robust Visual Explanations
2026
Cited
0
Improving Neural Retrieval with Attribution-Guided Query Rewriting
2026
Cited
0
AmharicIR+Instr: A Two-Dataset Resource for Neural Retrieval and Instruction Tuning
2026
Cited
0
Analyzing Shapley Additive Explanations to Understand Anomaly Detection Algorithm Behaviors and Their Complementarity
2026
Cited
0
From Black-Box Tuning to Guided Optimization via Hyperparameters Interaction Analysis
2025
Cited
0
Surrogate Modeling and Explainable Artificial Intelligence for Complex Systems: A Workflow for Automated Simulation Exploration
2025
Cited
0
Resume (English only)
Co-authors
12 total
Mourad Bouneffa
Mourad Bouneffa
ULCO
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Josiane Mothe
Josiane Mothe
Université de Toulouse, Institut de Recherche en Informatique de Toulouse
Julien Aligon
Julien Aligon
Université Toulouse Capitole - IRIT and RESTORE labs - SIG Team
Co-author 7
Co-author 7
Ayah BARHRHOUJ
Ayah BARHRHOUJ
Aix-Marseille University