Publicaciones en colaboración con investigadoras/es de Donostia International Physics Center (15)

2024

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

    IS and T International Symposium on Electronic Imaging Science and Technology

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

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

2023

  1. Blood Cell Revolution: Unveiling 11 Distinct Types with ‘Naturalize’ Augmentation

    Algorithms, Vol. 16, Núm. 12

  2. White Blood Cell Classification: Convolutional Neural Network (CNN) and Vision Transformer (ViT) under Medical Microscope

    Algorithms, Vol. 16, Núm. 11

2022

  1. A Comparative Analysis of Human Behavior Prediction Approaches in Intelligent Environments

    Sensors, Vol. 22, Núm. 3

  2. Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning

    Ecological Informatics, Vol. 67

2021

  1. Deep Learning on Chest X-ray Images to Detect and Evaluate Pneumonia Cases at the Era of COVID-19

    Journal of Medical Systems, Vol. 45, Núm. 7

  2. Efficient and compact face descriptor for driver drowsiness detection

    Expert Systems with Applications, Vol. 168

2020

  1. Image-based face beauty analysis via graph-based semi-supervised learning

    Multimedia Tools and Applications, Vol. 79, Núm. 3-4, pp. 3005-3030

  2. Robust regression with deep CNNs for facial age estimation: An empirical study

    Expert Systems with Applications, Vol. 141

  3. Transfer learning and feature fusion for kinship verification

    Neural Computing and Applications, Vol. 32, Núm. 11, pp. 7139-7151

2019

  1. Age estimation in facial images through transfer learning

    Machine Vision and Applications, Vol. 30, Núm. 1, pp. 177-187

  2. Nonlinear, flexible, semisupervised learning scheme for face beauty scoring

    Journal of Electronic Imaging, Vol. 28, Núm. 4

2018

  1. Driver drowsiness detection in facial images

    2018 8th International Conference on Image Processing Theory, Tools and Applications, IPTA 2018 - Proceedings

  2. Label propagation via kernel flexible manifold embedding

    Semi-Supervised Learning: Background, Applications and Future Directions (Nova Science Publishers, Inc.), pp. 45-66