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 | 18 | 2022 |
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 | 4 | 2024 |
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 | 4 | 2023 |
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 | 4 | 2021 |
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 | 1 | 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 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2022 |
pgeon applied to Overcooked-AI to explain agents' behaviour A Tormos, V Gimenez-Abalos, J Vázquez-Salceda, S Alvarez-Napagao Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | | 2024 |
Toward Explainable Agent Behaviour V Gimenez-Abalos Proceedings of the 23rd International Conference on Autonomous Agents and …, 2024 | | 2024 |
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 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 |
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 |