Publicaciones en colaboración con investigadoras/es de Ho Chi Minh City Open University (20)

2024

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

    Information Fusion, Vol. 107

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

    Information Fusion, Vol. 104

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

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

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

    Neural Networks, Vol. 173

2023

  1. A novel graph-based multi-view spectral clustering: application to X-ray image analysis for COVID-19 recognition

    Neural Computing and Applications, Vol. 35, Núm. 29, pp. 22043-22053

  2. A unified semi-supervised model with joint estimation of graph, soft labels and latent subspace

    Neural Networks, Vol. 166, pp. 248-259

  3. Automatic Quantification of Lung Infection Severity in Chest X-ray Images

    IEEE Workshop on Statistical Signal Processing Proceedings

  4. Boosted Additive Angular Margin Loss for breast cancer diagnosis from histopathological images

    Computers in Biology and Medicine, Vol. 166

  5. Deep data representation with feature propagation for semi-supervised learning

    International Journal of Machine Learning and Cybernetics, Vol. 14, Núm. 4, pp. 1303-1316

  6. Direct multi-view spectral clustering with consistent kernelized graph and convolved nonnegative representation

    Artificial Intelligence Review, Vol. 56, Núm. 10, pp. 10987-11015

  7. From multi-view data features to clusters: a unified approach

    Artificial Intelligence Review, Vol. 56, pp. 3821-3852

  8. Inductive Multi-View Semi-supervised Learning with a Consensus Graph

    Cognitive Computation, Vol. 15, Núm. 3, pp. 904-913

  9. Joint Latent Space and Label Inference Estimation with Adaptive Fused Data and Label Graphs

    ACM Transactions on Intelligent Systems and Technology, Vol. 14, Núm. 4

  10. Joint graph and reduced flexible manifold embedding for scalable semi-supervised learning

    Artificial Intelligence Review, Vol. 56, Núm. 9, pp. 9471-9495

  11. Multi-similarity semi-supervised manifold embedding for facial attractiveness scoring

    Soft Computing, Vol. 27, Núm. 8, pp. 5099-5108

  12. PDAtt-Unet: Pyramid Dual-Decoder Attention Unet for Covid-19 infection segmentation from CT-scans

    Medical Image Analysis, Vol. 86

  13. Simultaneous label inference and discriminant projection estimation through adaptive self-taught graphs

    Expert Systems with Applications, Vol. 211

  14. Single phase multi-view clustering using unified graph learning and spectral representation

    Information Sciences, Vol. 645

2022

  1. A deep learning loss based on additive cosine margin: Application to fashion style and face recognition

    Applied Soft Computing, Vol. 131

  2. Feature and instance selection through discriminant analysis criteria

    Soft Computing, Vol. 26, Núm. 24, pp. 13431-13447