Publicaciones (204) Publicaciones en las que ha participado algún/a investigador/a

2024

  1. An End-to-End Approach for Graph-based Multi-view Data Clustering

    IEEE Transactions on Big Data

  2. Analysis of Point Cloud Domain Gap Effects for 3D Object Detection Evaluation

    Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

  3. COVID-19 Infection Percentage Estimation from Computed Tomography Scans: Results and Insights from the International Per-COVID-19 Challenge

    Sensors, Vol. 24, Núm. 5

  4. Clustering using graph convolution networks

    Progress in Artificial Intelligence

  5. Data and Label Graph Fusion for Semi-supervised Learning: Application to Image Categorization

    IS and T International Symposium on Electronic Imaging Science and Technology

  6. Data augmentation for deep visual recognition using superpixel based pairwise image fusion

    Information Fusion, Vol. 107

  7. Emb-trattunet: a novel edge loss function and transformer-CNN architecture for multi-classes pneumonia infection segmentation in low annotation regimes

    Artificial Intelligence Review, Vol. 57, Núm. 4

  8. Joint Label Propagation, Graph and Latent Subspace Estimation for Semi-supervised Classification

    Cognitive Computation

  9. LGCOAMix: Local and Global Context-and-Object-Part-Aware Superpixel-Based Data Augmentation for Deep Visual Recognition

    IEEE Transactions on Image Processing, Vol. 33, pp. 205-215

  10. Multi-Score Prediction for Lung Infection Severity in Chest X-Ray Images

    IEEE Transactions on Emerging Topics in Computational Intelligence

  11. Naturalize Revolution: Unprecedented AI-Driven Precision in Skin Cancer Classification Using Deep Learning

    BioMedInformatics, Vol. 4, Núm. 1, pp. 638-660

  12. Overcoming graph topology imbalance for inductive and scalable semi-supervised learning

    Applied Soft Computing, Vol. 151

  13. Recognizing and detecting COVID-19 in chest X-ray images using constrained multi-view spectral clustering

    Progress in Artificial Intelligence

  14. Sample-weighted fused graph-based semi-supervised learning on multi-view data

    Information Fusion, Vol. 104

  15. Scalable and Inductive Semi-supervised Classifier with Sample Weighting Based on Graph Topology

    ACM Transactions on Knowledge Discovery from Data, Vol. 18, Núm. 5

  16. Towards a unified framework for graph-based multi-view clustering

    Neural Networks, Vol. 173

  17. Towards unsupervised radiograph clustering for COVID-19: The use of graph-based multi-view clustering

    Engineering Applications of Artificial Intelligence, Vol. 133

  18. Transformer-based fall detection in videos

    Engineering Applications of Artificial Intelligence, Vol. 132

2023

  1. 3D Domain Adaptive Instance Segmentation via Cyclic Segmentation GANs

    IEEE Journal of Biomedical and Health Informatics, Vol. 27, Núm. 8, pp. 4018-4027

  2. A Comprehensive Deep Semi-supervised Graph Learning Approach Incorporating Node Re-weighting and Manifold Regularization

    ACM International Conference Proceeding Series