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. Environmental Constraints for Intelligent Internet of Deep-Sea/Underwater Things Relying on Enterprise Architecture Approach

   Sensors, Vol. 24, Núm. 8

9. Image Augmentation Preserving Object Parts Using Superpixels of Variable Granularity

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

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

    Cognitive Computation

11. 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

12. Large Scale Graph Construction and Label Propagation

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

13. Lung pneumonia severity scoring in chest X-ray images using transformers

    Medical and Biological Engineering and Computing

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

    IEEE Transactions on Emerging Topics in Computational Intelligence

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

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

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

    Applied Soft Computing, Vol. 151

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

    Progress in Artificial Intelligence

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

    Information Fusion, Vol. 104

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

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

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

    Neural Networks, Vol. 173