Publicaciones en las que colabora con FRANCISCO HERRERA TRIGUERO (38)

2022

  1. Action Recognition for Anomaly Detection Using Transfer Learning and Deep Architectures

    Lecture Notes in Networks and Systems

  2. EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: The MonuMAI cultural heritage use case

    Information Fusion, Vol. 79, pp. 58-83

  3. Human pose estimation for mitigating false negatives in weapon detection in video-surveillance

    Neurocomputing, Vol. 489, pp. 488-503

  4. Sentinel2GlobalLULC: A Sentinel-2 RGB image tile dataset for global land use/cover mapping with deep learning

    Scientific Data

  5. TimeSpec4LULC: a global multispectral time series database for training LULC mapping models with machine learning

    Earth System Science Data

2021

  1. CI-Dataset and DetDSCI Methodology for Detecting Too Small and Too Large Critical Infrastructures in Satellite Images: Airports and Electrical Substations as Case Study

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 14, pp. 12149-12162

  2. Inteligencia artificial y tecnologías digitales para los ODS

    Real Academia de Ingeniería

  3. Lights and shadows in Evolutionary Deep Learning: Taxonomy, critical methodological analysis, cases of study, learned lessons, recommendations and challenges

    Information Fusion, Vol. 67, pp. 161-194

  4. MonuMAI: Dataset, deep learning pipeline and citizen science based app for monumental heritage taxonomy and classification

    Neurocomputing, Vol. 420, pp. 266-280

2020

  1. Asynchronous Processing for Latent Fingerprint Identification on Heterogeneous CPU-GPU Systems

    IEEE Access, Vol. 8, pp. 124236-124253

  2. BreakHis based breast cancer automatic diagnosis using deep learning: Taxonomy, survey and insights

    Neurocomputing, Vol. 375, pp. 9-24

  3. COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images

    IEEE Journal of Biomedical and Health Informatics, Vol. 24, Núm. 12, pp. 3595-3605

  4. Deep learning in video multi-object tracking: A survey

    Neurocomputing, Vol. 381, pp. 61-88

  5. Explainable Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI

    Information Fusion, Vol. 58, pp. 82-115

  6. MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1% error rate. ensembles overview and proposal

    Information Fusion, Vol. 62, pp. 73-80

  7. Object Detection Binary Classifiers methodology based on deep learning to identify small objects handled similarly: Application in video surveillance

    Knowledge-Based Systems, Vol. 194

  8. Revisiting crowd behaviour analysis through deep learning: Taxonomy, anomaly detection, crowd emotions, datasets, opportunities and prospects

    Information Fusion, Vol. 64, pp. 318-335

  9. Tree cover estimation in global drylands from space using deep learning

    Remote Sensing, Vol. 12, Núm. 3

2019

  1. A binocular image fusion approach for minimizing false positives in handgun detection with deep learning

    Information Fusion, Vol. 49, pp. 271-280

  2. Brightness guided preprocessing for automatic cold steel weapon detection in surveillance videos with deep learning

    Neurocomputing, Vol. 330, pp. 151-161