Publications (39) Publications in which a researcher has participated View referenced research data.

filter_list Artificial Intelligence

2024

  1. Deep Learning for Describing Breast Ultrasound Images with BI-RADS Terms

    JOURNAL OF IMAGING INFORMATICS IN MEDICINE

  2. Generative Adversarial Networks for text-to-face synthesis & generation: A quantitative–qualitative analysis of Natural Language Processing encoders for Spanish

    Information Processing and Management, Vol. 61, Núm. 3

2023

  1. A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation

    Information Fusion, Vol. 91, pp. 173-186

  2. DESnets: A Graphical Representation for Discrete Event Simulation and Cost-Effectiveness Analysis

    Mathematics, Vol. 11, Núm. 7

  3. Offensive Language Detection in Spanish Social Media: Testing from Bag-of-Words to Transformers Models

    IEEE Access, Vol. 11, pp. 95639-95652

  4. Self-adaptive polynomial mutation in NSGA-II

    Soft Computing, Vol. 27, Núm. 23, pp. 17711-17727

  5. TINTO: Converting Tidy Data into image for classification with 2-Dimensional Convolutional Neural Networks

    SoftwareX, Vol. 22

2022

  1. Sum-Product Networks: A Survey

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 7, pp. 3821-3839

2021

  1. A New Spatio-Temporal Neural Network Approach for Traffic Accident Forecasting

    Applied Artificial Intelligence, Vol. 35, Núm. 10, pp. 782-801

  2. An AI-powered system for residential demand response

    Electronics (Switzerland), Vol. 10, Núm. 6, pp. 1-24

  3. Cost-effectiveness analysis with unordered decisions

    Artificial Intelligence in Medicine, Vol. 117

  4. Extending cellular evolutionary algorithms with message passing

    Soft Computing, Vol. 25, Núm. 8, pp. 6271-6282

  5. On the relevance of the metadata used in the semantic segmentation of indoor image spaces

    Expert Systems with Applications, Vol. 184

2020

  1. A spatio-temporal attention-based spot-forecasting framework for urban traffic prediction

    Applied Soft Computing Journal, Vol. 96

  2. Deep learning architecture to predict daily hospital admissions

    Neural Computing and Applications, Vol. 32, Núm. 20, pp. 16235-16244

  3. Precise automatic classification of 46 different pollen types with convolutional neural networks

    PLoS ONE, Vol. 15, Núm. 6

  4. Predicting air quality with deep learning LSTM: Towards comprehensive models

    Ecological Informatics, Vol. 55

2019

  1. Geographical imputation of missing poaceae pollen data via convolutional neural networks

    Atmosphere, Vol. 10, Núm. 11

  2. OpenMarkov, an open-source tool for probabilistic graphical models

    IJCAI International Joint Conference on Artificial Intelligence

2018

  1. Astronomical knowledge discovery of very faint galaxies

    Procedia Computer Science