Publications (68) PABLO MESEJO SANTIAGO publications

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2025

  1. The level of strength of an explanation: A quantitative evaluation technique for post-hoc XAI methods

    Pattern Recognition, Vol. 161

  2. Unveiling Agents’ Confidence in Opinion Dynamics Models via Graph Neural Networks

    IEEE Transactions on Computational Social Systems, Vol. 12, Núm. 2, pp. 725-737

2024

  1. A Review of Symbolic, Subsymbolic and Hybrid Methods for Sequential Decision Making

    ACM Computing Surveys, Vol. 56, Núm. 11

  2. Evaluating artificial intelligence for comparative radiography

    International Journal of Legal Medicine, Vol. 138, Núm. 1, pp. 307-327

  3. Evidence evaluation in craniofacial superimposition using likelihood ratios

    Information Fusion, Vol. 111

  4. Evolutionary deep learning for computer vision and image processing

    Applied Soft Computing

  5. ExplainLFS: Explaining neural architectures for similarity learning from local perturbations in the latent feature space

    Information Fusion, Vol. 108

  6. Information fusion for infant age estimation from deciduous teeth using machine learning

    AMERICAN JOURNAL OF BIOLOGICAL ANTHROPOLOGY, Vol. 184, Núm. 2

  7. NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems

    Frontiers in Artificial Intelligence and Applications

  8. On Using Admissible Bounds for Learning Forward Search Heuristics

    IJCAI International Joint Conference on Artificial Intelligence

  9. REPROT: Explaining the predictions of complex deep learning architectures for object detection through reducts of an image

    Information Sciences, Vol. 654

  10. Unveiling Agents' Confidence in Opinion Dynamics Models via Graph Neural Networks

    IEEE Transactions on Computational Social Systems

2023

  1. A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends

    IEEE Transactions on Evolutionary Computation, Vol. 27, Núm. 1, pp. 5-25

  2. Artificial intelligence in forensic anthropology: State of the art and Skeleton-ID project

    Methodological and Technological Advances in Death Investigations: Application and Case Studies (Elsevier), pp. 83-153

  3. Cascade of convolutional models for few-shot automatic cephalometric landmarks localization

    Engineering Applications of Artificial Intelligence, Vol. 123

  4. Deep reinforcement learning in agent-based simulations for optimal media planning

    Information Fusion, Vol. 91, pp. 644-664

  5. Employing deep learning for sex estimation of adult individuals using 2D images of the humerus

    Neural Computing and Applications, Vol. 35, Núm. 8, pp. 5987-5998

  6. Exploring the trade-off between performance and annotation complexity in semantic segmentation

    Engineering Applications of Artificial Intelligence, Vol. 123

  7. Skeleton-ID: AI-driven Human Identification

    Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023

2022

  1. A tutorial on the segmentation of metallographic images: Taxonomy, new MetalDAM dataset, deep learning-based ensemble model, experimental analysis and challenges

    Information Fusion