Scholar
Isel Grau
Google Scholar ID: q6MlzO0AAAAJ
Assistant Professor at Eindhoven University of Technology
machine learning
interpretability
explainable AI
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Citations & Impact
All-time
Citations
794
H-index
15
i10-index
20
Publications
20
Co-authors
67
list available
Publications
5 items
Concept Inconsistency in Dermoscopic Concept Bottleneck Models: A Rough-Set Analysis of the Derm7pt Dataset
2026
Cited
0
Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding
2026
Cited
0
Multimodal Attention-Aware Fusion for Diagnosing Distal Myopathy: Evaluating Model Interpretability and Clinician Trust
2025
Cited
0
Why Do Class-Dependent Evaluation Effects Occur with Time Series Feature Attributions? A Synthetic Data Investigation
2025
Cited
0
Class-Dependent Perturbation Effects in Evaluating Time Series Attributions
2025
Cited
0
Co-authors
6 total
Gonzalo Nápoles
Associate Professor at Tilburg University
Rafael Bello
Professor of Computer Science, Universidad Central "Marta Abreu" de Las Villas
Nowe Ann
Gewoon hoogleraar
Marco S. Nobile
Associate Professor, Ca' Foscari University of Venice
João Paulo Papa
Full Professor, SMIEEE, FIAPR, FAAIA, FAvH, São Paulo State University
Yingqian Zhang
Associate Professor of AI for Decision-Making, Eindhoven University of Technology
