Publicacións (18) Publicacións nas que participase algún/ha investigador/a Ver datos de investigación referenciados.

filter_list Artificial Intelligence

2025

  1. EffBaGAN: An Efficient Balancing GAN for Earth Observation in Data Scarcity Scenarios

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 18, pp. 2477-2496

2024

  1. An unsupervised perplexity-based method for boilerplate removal

    Natural Language Engineering, Vol. 30, Núm. 1, pp. 132-149

  2. Deep learning with simulated laser scanning data for 3D point cloud classification

    ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 215, pp. 192-213

  3. Large Language Models for Binary Health-Related Question Answering: A Zero- and Few-Shot Evaluation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing

    26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY AND NUCLEAR PHYSICS, CHEP 2023

  5. ResNeTS: A ResNet for Time Series Analysis of Sentinel-2 Data Applied to Grassland Plant-Biodiversity Prediction

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 17, pp. 17349-17370

2022

  1. A multistage retrieval system for health-related misinformation detection

    Engineering Applications of Artificial Intelligence, Vol. 115

  2. Real-Time Focused Extraction of Social Media Users

    IEEE Access, Vol. 10, pp. 42607-42622

  3. Use of neural networks for triage of SARS-CoV-2

    Bionatura, Vol. 7, Núm. 3

2021

  1. A new data augmentation technique for the CNN-based classification of hyperspectral imagery

    Proceedings of SPIE - The International Society for Optical Engineering

  2. Comparing Traditional and Neural Approaches for Detecting Health-Related Misinformation

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2020

  1. CiTIUS at the TREC 2020 Health Misinformation Track

    29th Text REtrieval Conference, TREC 2020 - Proceedings

2019

  1. Sparse Matrix Classification on Imbalanced Datasets Using Convolutional Neural Networks

    IEEE Access, Vol. 7, pp. 82377-82389

2018

  1. A New Approach for Sparse Matrix Classification Based on Deep Learning Techniques

    Proceedings - IEEE International Conference on Cluster Computing, ICCC

  2. Stacked autoencoders for multiclass change detection in hyperspectral images

    International Geoscience and Remote Sensing Symposium (IGARSS)

2016

  1. Boosting performance of a Statistical Machine Translation system using dynamic parallelism

    Journal of Computational Science, Vol. 13, pp. 37-48

  2. Exploring the impact of wavelet-based denoising in the classification of remote sensing hyperspectral images

    Proceedings of SPIE - The International Society for Optical Engineering

2015

  1. ELM-based spectral–spatial classification of hyperspectral images using extended morphological profiles and composite feature mappings

    International Journal of Remote Sensing, Vol. 36, Núm. 2, pp. 645-664