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Del Ser, Javier

  1. Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
    2019/10/22 by Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Arrieta, Alejandro Barredo +21 · 129 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  2. Connecting the Dots in Trustworthy Artificial Intelligence: From AI Principles, Ethics, and Key Requirements to Responsible AI Systems and Regulation
    2023/05/02 by Natalia Díaz-Rodríguez, Javier Del Ser, Díaz-Rodríguez, Natalia +9 · 14 citations
    Computer Science · Social Sciences · #68T01 #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #I.2 #K.4 #K.5 #Machine Learning (cs.LG)
  3. Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey
    2021/04/02 by Thomas Rojat, Raphaël Puget, Rojat, Thomas +9 · 9 citations
    Computer Science · #Time Series Analysis and Forecasting #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare
  4. Swin Transformer for Fast MRI
    2022/01/10 by Jiahao Huang, Yingying Fang, Huang, Jiahao +15 · 7 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Medical Image Segmentation Techniques #Brain Tumor Detection and Classification
  5. From Data to Actions in Intelligent Transportation Systems: a\n Prescription of Functional Requirements for Model Actionability
    2020/02/06 by Ibai Laña, Javier Medina, Lana, Ibai +5 · 2 citations
    Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Quality and Management #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Traffic Prediction and Management Techniques
  6. ChatAgri: Exploring Potentials of ChatGPT on Cross-linguistic Agricultural Text Classification
    2023/05/24 by Biao Zhao, Weiqiang Jin, Zhao, Biao +5 · 3 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #ICT in Developing Communities
  7. Deep Learning for Road Traffic Forecasting: Does it Make a Difference?
    2020/12/02 by Manibardo, Eric L., Laña, Ibai, Del Ser, Javier · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey
    2022/09/17 by Xing, Xiaodan, Wu, Huanjun, Wang, Lichao +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation
    2022/08/11 by Hao Li, Li, Hao, Nan, Yang +4 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  10. Spiking Neural Networks and Online Learning: An Overview and Perspectives
    2019/07/23 by Lobo, Jesus L., Del Ser, Javier, Bifet, Albert +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  11. Edge-Enhanced Dual Discriminator Generative Adversarial Network for Fast MRI with Parallel Imaging Using Multi-view Information
    2021/12/10 by Huang, Jiahao, Ding, Weiping, Lv, Jun +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  12. Responsible Artificial Intelligence Systems: A Roadmap to Society's Trust through Trustworthy AI, Auditability, Accountability, and Governance
    2025/02/04 by Herrera-Poyatos, Andrés, Del Ser, Javier, de Prado, Marcos López +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG)
  13. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation
    2022/09/05 by Nan Yang, Javier Del Ser, Nan, Yang +17 · 1 citation
    Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  14. When AI Eats Itself: On the Caveats of AI Autophagy
    2024/05/15 by Xiaodan Xing, Fadong Shi, Xing, Xiaodan +20 · 1 voice · 1 citation
    Social Sciences · #Ethics and Social Impacts of AI #cs.AI #cs.LG
  15. Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification
    2022/09/26 by Bennetot, Adrien, Franchi, Gianni, Del Ser, Javier +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Managing the unknown: a survey on Open Set Recognition and tangential areas
    2023/12/14 by Barcina-Blanco, Marcos, Lobo, Jesus L., Garcia-Bringas, Pablo +1 · 1 citation
    #A.1 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.5.0 #Machine Learning (cs.LG)
  17. A Contrastive Symmetric Forward-Forward Algorithm (SFFA) for Continual Learning Tasks
    2024/09/11 by Erik B. Terres-Escudero, Javier Del Ser, Terres-Escudero, Erik B. +3 · 1 citation
    Computer Science · #Machine Learning and ELM
  18. Words as Beacons: Guiding RL Agents with High-Level Language Prompts
    2024/10/11 by Ruiz-Gonzalez, Unai, Andres, Alain, Bascoy, Pedro G. +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects
    2024/06/03 by Poyatos, Javier, Del Ser, Javier, Garcia, Salvador +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  20. A Collaborative Content Moderation Framework for Toxicity Detection based on Conformalized Estimates of Annotation Disagreement
    2024/11/06 by Villate-Castillo, Guillermo, Del Ser, Javier, Sanz, Borja · 1 citation
    #68T50 (Primary) 68T37 (Secondary) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.1 #I.2.7
  21. A Design Framework for operationalizing Trustworthy Artificial Intelligence in Healthcare: Requirements, Tradeoffs and Challenges for its Clinical Adoption
    2025/04/27 by Moreno-Sánchez, Pedro A., Del Ser, Javier, van Gils, Mark +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  22. World Models in Artificial Intelligence: Sensing, Learning, and Reasoning Like a Child
    2025/03/19 by Javier Del Ser, Jesús L. Lobo, Del Ser, Javier +5 · 1 citation
    Computer Science · Engineering · #68T05 #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Computer Vision and Pattern Recognition (cs.CV) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems