| Probing perfection: The relentless art of meddling for pulmonary airway segmentation from HRCT via a human-AI collaboration based active learning method S Wang, Y Nan, S Zhang, F Felder, X Xing, Y Fang, J Del Ser, SLF Walsh, ... Artificial Intelligence in Medicine 154, 102930, 2024 | | 2024 |
| A review of deep learning‐based approaches for deepfake content detection LA Passos, D Jodas, KAP Costa, LA Souza Júnior, D Rodrigues, ... Expert Systems 41 (8), e13570, 2024 | 33 | 2024 |
| On the Robustness of Fully-Spiking Neural Networks in Open-World Scenarios using Forward-Only Learning Algorithms EB Terres-Escudero, J Del Ser, A Martínez-Seras, P Garcia-Bringas arXiv preprint arXiv:2407.14097, 2024 | | 2024 |
| A Systematic Review of Toxicity in Large Language Models: Definitions, Datasets, Detectors, Detoxification Methods and Challenges G Villate-Castillo, J Del Ser, BS Urquijo | | 2024 |
| Domain generalized person reidentification based on skewness regularity of higher-order statistics M Xiong, Y Xu, R Hu, Z Wang, J Del Ser, K Muhammad, Z Xiong Knowledge-Based Systems, 112206, 2024 | | 2024 |
| AiGAS-dEVL: An Adaptive Incremental Neural Gas Model for Drifting Data Streams under Extreme Verification Latency M Arostegi, MN Bilbao, JL Lobo, J Del Ser arXiv preprint arXiv:2407.05379, 2024 | | 2024 |
| Defense Strategy against Byzantine Attacks in Federated Machine Learning: Developments towards Explainability N Rodríguez-Barroso, J Del Ser, MV Luzón, F Herrera 2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2024 | | 2024 |
| Emerging NeoHebbian Dynamics in Forward-Forward Learning: Implications for Neuromorphic Computing EB Terres-Escudero, J Del Ser, P García-Bringas arXiv preprint arXiv:2406.16479, 2024 | | 2024 |
| Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges M Tanveer, M Sajid, M Akhtar, A Quadir, T Goel, A Aimen, S Mitra, ... IEEE Transactions on Fuzzy Systems, 2024 | 1 | 2024 |
| Managing the Unknown in Machine Learning: Definitions, Related Areas, Recent Advances, and Prospects M Barcina-Blanco, JL Lobo, P Garcia-Bringas, J Del Ser Neurocomputing, 128073, 2024 | 1 | 2024 |
| Reconstruction-Based Anomaly Detection in Wind Turbine Operation Time Series Using Generative Models A Abanda, A Pujana, J Del Ser Conference of the Spanish Association for Artificial Intelligence, 194-203, 2024 | | 2024 |
| Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects J Poyatos, J Del Ser, S Garcia, H Ishibuchi, D Molina, I Triguero, B Xue, ... arXiv preprint arXiv:2407.08745, 2024 | | 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 106, 102301, 2024 | 71 | 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 | 1 | 2024 |
| When AI Eats Itself: On the Caveats of Data Pollution in the Era of Generative AI X Xing, F Shi, J Huang, Y Wu, Y Nan, S Zhang, Y Fang, M Roberts, ... arXiv preprint arXiv:2405.09597, 2024 | 1 | 2024 |
| Ensemble deep learning for Alzheimer’s disease characterization and estimation M Tanveer, T Goel, R Sharma, AK Malik, I Beheshti, J Del Ser, ... Nature Mental Health, 1-13, 2024 | 4 | 2024 |
| Non-imaging medical data synthesis for trustworthy AI: A comprehensive survey X Xing, H Wu, L Wang, I Stenson, M Yong, J Del Ser, S Walsh, G Yang ACM Computing Surveys 56 (7), 1-35, 2024 | 5 | 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 | 5 | 2024 |
| Measuring the Confidence of Single-Point Traffic Forecasting Models: Techniques, Experimental Comparison, and Guidelines Toward Their Actionability I Laña, I Olabarrieta, J Del Ser IEEE Transactions on Intelligent Transportation Systems, 2024 | | 2024 |
| Federated Deep Learning for Wireless Capsule Endoscopy Analysis: Enabling Collaboration Across Multiple Data Centers for Robust Learning of Diverse Pathologies H Wahab, I Mehmood, H Ugail, J Del Ser, K Muhammad Future Generation Computer Systems 152, 361-371, 2024 | 3 | 2024 |
Eneko OsabaTECNALIA Research & InnovationVerified email at tecnalia.com