Publications (58) Publications de PABLO MESEJO SANTIAGO

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. On Using Admissible Bounds for Learning Forward Search Heuristics

    IJCAI International Joint Conference on Artificial Intelligence

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

    Information Sciences, Vol. 654

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

  2. Custom Structure Preservation in Face Aging

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. FacialSCDnet: A deep learning approach for the estimation of subject-to-camera distance in facial photographs

    Expert Systems with Applications, Vol. 210

  4. On the Performance of Deep Generative Models of Realistic SAT Instances

    Leibniz International Proceedings in Informatics, LIPIcs

2021

  1. Analysis of the performance of machine learning and deep learning methods for sex estimation of infant individuals from the analysis of 2D images of the ilium

    International Journal of Legal Medicine, Vol. 135, Núm. 6, pp. 2659-2666

  2. Automatic landmark annotation in 3D surface scans of skulls: Methodological proposal and reliability study

    Computer Methods and Programs in Biomedicine, Vol. 210