On-line linguistic Decision Support System based on Citizen Crowd Decision Making J Durán, AFRL de Hierro, F Herrera, R Montes Information Fusion 108, 102416, 2024 | | 2024 |
Fuzzy attention neural network to tackle discontinuity in airway segmentation Y Nan, J Del Ser, Z Tang, P Tang, X Xing, Y Fang, F Herrera, W Pedrycz, ... IEEE Transactions on Neural Networks and Learning Systems 35 (6), 7391-7404, 2024 | 18 | 2024 |
Smart data driven decision trees ensemble methodology for imbalanced big data D García-Gil, S García, N Xiong, F Herrera Cognitive Computation, 1-17, 2024 | 1 | 2024 |
Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A Data-Morphology-based Counterfactual Generation Method for Trustworthy Artificial Intelligence JD Pascual-Triana, A Fernández, J Del Ser, F Herrera arXiv preprint arXiv:2405.12326, 2024 | | 2024 |
Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing N Rodríguez-Barroso, EM Cámara, JC Collados, MV Luzón, F Herrera Transactions of the Association for Computational Linguistics 12, 724-742, 2024 | | 2024 |
Flex: Flexible Federated Learning Framework F Herrera, D Jiménez-López, A Argente-Garrido, N Rodríguez-Barroso, ... arXiv:2404.06127, https://doi.org/10.48550/arXiv.2404.061, 2024 | | 2024 |
SHIELD: A regularization technique for eXplainable Artificial Intelligence I Sevillano-García, J Luengo, F Herrera arXiv preprint arXiv:2404.02611, 2024 | | 2024 |
An Interpretable Client Decision Tree Aggregation process for Federated Learning A Argente-Garrido, C Zuheros, MV Luzón, F Herrera arXiv:2404.02510, https://doi.org/10.48550/arXiv.2404.025, 2024 | | 2024 |
Large language models for crowd decision making based on prompt design strategies using ChatGPT: models, analysis and challenges C Zuheros, Herrera-Poyatos, R David, Montes, F Herrera arXiv:2403.15587v1, https://arxiv.org/pdf/2403.15587.pdf, 2024 | | 2024 |
A tutorial on federated learning from theory to practice: Foundations, software frameworks, exemplary use cases, and selected trends MV Luzón, N Rodríguez-Barroso, A Argente-Garrido, D Jiménez-López, ... IEEE/CAA Journal of Automatica Sinica 11 (4), 824-850, 2024 | 2 | 2024 |
Measuring Additive Consistency of Linguistic Preference Relations in a Personalized-Individual-Semantics Context: A Systematic Investigation With Axiomatic Design Y Li, M Chen, CC Li, Y Dong, F Herrera IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (4), 2613-2624, 2024 | | 2024 |
Metric learning for monotonic classification: turning the space up to the limits of monotonicity JL Suárez, G González-Almagro, S García, F Herrera Applied Intelligence 54 (5), 4443-4466, 2024 | | 2024 |
General Purpose Artificial Intelligence Systems (GPAIS): Properties, definition, taxonomy, societal implications and responsible governance I Triguero, D Molina, J Poyatos, J Del Ser, F Herrera Information Fusion, 103, 102135, 2024 | 15* | 2024 |
Explainable artificial intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions L Longo, M Brcic, F Cabitza, J Choi, R Confalonieri, J Del Ser, R Guidotti, ... Information Fusion, 102301, 2024 | 48 | 2024 |
On Generating Trustworthy Counterfactual Explanations J Del Ser, A Barredo-Arrieta, N Díaz-Rodríguez, F Herrera, A Saranti, ... Information Sciences 655, 119898, 2024 | 29* | 2024 |
Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series D López, I Aguilera-Martos, M García-Barzana, F Herrera, D García-Gil, ... Information Fusion 100, 101957, 2023 | 3 | 2023 |
CAN WE INFER THE PRESENCE OF DIFFERENTIAL PRIVACY IN DEEP LEARNING MODELS’ WEIGHTS? TOWARDS MORE SECURE DEEP LEARNING D Jiménez-López, N Rodríguez-Barroso, MV Luzón, F Herrera arXiv:2311.11717v1, https://arxiv.org/pdf/2311.11717.pdf, 2023 | | 2023 |
Design and consensus content validity of the questionnaire for b-learning education: A 2-Tuple Fuzzy Linguistic Delphi based Decision Support Tool R Montes, C Zuheros, J Morales, N Zermeño, J Duran, F Herrera Applied Soft Computing 147, 110755, 2023 | 1 | 2023 |
Generalizing max pooling via (a, b)-grouping functions for Convolutional Neural Networks I Rodriguez-Martinez, T da Cruz Asmus, GP Dimuro, F Herrera, Z Takáč, ... Information Fusion 99, 101893, 2023 | 2 | 2023 |
Multiobjective evolutionary pruning of Deep Neural Networks with Transfer Learning for improving their performance and robustness J Poyatos, D Molina, A Martínez-Seras, J Del Ser, F Herrera Applied Soft Computing 147, 110757, 2023 | 5 | 2023 |