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Victor Gimenez-Abalos
Victor Gimenez-Abalos
BCS-CNS
Verified email at bsc.es
Title
Cited by
Cited by
Year
Focus! rating XAI methods and finding biases
A Arias-Duart, F Parés, D Garcia-Gasulla, V Gimenez-Abalos
2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2022
172022
Who Explains the Explanation? Quantitatively Assessing Feature Attribution Methods
A Arias-Duart, F Parés, D Garcia-Gasulla
arXiv preprint arXiv:2109.15035 2 (4), 2021
42021
Quantitative Description of Metal Center Organization and Interactions in Single‐Atom Catalysts
K Rossi, A Ruiz‐Ferrando, DF Akl, VG Abalos, J Heras‐Domingo, ...
Advanced Materials 36 (5), 2307991, 2024
32024
AI Lifecycle Zero-Touch Orchestration within the Edge-to-Cloud Continuum for Industry 5.0
E Alberti, S Alvarez-Napagao, V Anaya, M Barroso, C Barrué, C Beecks, ...
Systems 12 (2), 48, 2024
12024
Explainable agents adapt to human behaviour
A Tormos Llorente, V Giménez Ábalos, M Domènech Vila, D Gnatyshak, ...
Proceedings of the First International Workshop on Citizen-Centric Multi …, 2023
12023
Focus and Bias: Will It Blend?
A Arias-Duart, F Parés, V Giménez-Ábalos, D Garcia-Gasulla
Artificial Intelligence Research and Development, 325-334, 2022
12022
Why Interpreting Intent Is Key for Trustworthiness in the Age of Opaque Agents
V Gimenez-Abalos, L Oliva-Felipe, J Vázquez-Salceda, U Cortés, ...
Preprints, 2024
2024
Quantitative Description of Metal Center Organization and Interactions in Single‐Atom Catalysts (Adv. Mater. 5/2024)
K Rossi, A Ruiz‐Ferrando, DF Akl, VG Abalos, J Heras‐Domingo, ...
Advanced Materials 36 (5), 2470038, 2024
2024
Explaining the behaviour of reinforcement learning agents in a multi-agent cooperative environment using policy graphs
M Domènech Vila, D Gnatyshak, A Tormos Llorente, V Giménez Ábalos, ...
Electronics (Switzerland) 13 (3, article 573), 2024
2024
Explaining the Behaviour of Reinforcement Learning Agents in a Multi-Agent Cooperative Environment Using Policy Graphs
M Domenech i Vila, D Gnatyshak, A Tormos, V Gimenez-Abalos, ...
Electronics 13 (3), 573, 2024
2024
Explaining the Behaviour of Reinforcement Learning Agents in a Multi-Agent Cooperative Environment Using Policy Graphs
D Gnatyshak, A Tormos, V Gimenez-Abalos, S Alvarez-Napagao
2024
Explaining the Behaviour of Reinforcement Learning Agents in a Multi-Agent Cooperative Environment Using Policy Graphs
MD i Vila, D Gnatyshak, A Tormos, V Gimenez-Abalos, ...
Preprints, 2024
2024
Policy graphs in action: explaining single-and multi-agent behaviour using predicates
A Tormos, V Abalos, D Gnatyshak, S Alvarez-Napagao
XAI in Action: Past, Present, and Future Applications, 2023
2023
Boosting AutoML and XAI in Manufacturing: AI Model Generation Framework
M Barroso, D Hinjos, PA Martin, M Gonzalez-Mallo, V Gimenez-Abalos, ...
Artificial Intelligence in Manufacturing: Enabling Intelligent, Flexible and …, 2023
2023
Assessing Biases through Visual Contexts
A Arias-Duart, V Gimenez-Abalos, U Cortés, D Garcia-Gasulla
Electronics 12 (14), 3066, 2023
2023
Padding Aware Neurons
D Garcia-Gasulla, V Gimenez-Abalos, P Martin-Torres
Proceedings of the IEEE/CVF International Conference on Computer Vision, 99-108, 2023
2023
Fracture detection and explainability in deep learning models
V Giménez Abalos
Universitat Politècnica de Catalunya, 2021
2021
GOPHER, an HPC framework for large scale graph exploration and inference
M Josep-Fabregó, X Teruel, V Gimenez-Abalos, D Cirillo, ...
High Performance Computing: ISC High Performance 2020 International …, 2020
2020
Feature discriminativity estimation in CNNs for transfer learning
V Gimenez-Abalos, A Vilalta, D Garcia-Gasulla, J Labarta, E Ayguadé
Artificial Intelligence Research and Development: Proceedings of the 22nd …, 2019
2019
A study of neural behavioral differences among CNN architectures
V Gimenez Abalos
Universitat Politècnica de Catalunya, 2019
2019
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Articles 1–20