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Francisco Herrera
Francisco Herrera
Professor Computer Science and AI, DaSCI Research Institute, Granada University, Spain
在 decsai.ugr.es 的电子邮件经过验证 - 首页
标题
引用次数
年份
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
182024
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
12024
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
22024
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
482024
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
32023
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
12023
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
22023
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
52023
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