Publicacions en col·laboració amb investigadors/ores de Universidad de Burgos (43)

2025

  1. A Computer Vision Approach to Detect Facial Characteristics Related to Encephalopathy in Term Infants

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

  2. Dataset for defect detection in textile manufacturing

    Data in Brief

  3. Machine learning techniques for predicting neurodevelopmental impairments in premature infants: a systematic review

    Frontiers in Artificial Intelligence, Vol. 8

  4. Neonates Crying Detection Through Feature Extraction and Machine Learning Methods

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

  5. Original and processed dataset of Batavia and Sarga woven fabric images

    Universidad de Burgos

2024

  1. A Clustering Extension of HUEPs for the Analysis of Performance Anomalies in Robots

    Cybernetics and Systems, Vol. 55, Núm. 6, pp. 1357-1377

  2. Beta-Hebbian Learning to enhance unsupervised exploratory visualizations of Android malware families

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 306-320

  3. Evaluating the impact of different Feature as a Counter data aggregation approaches on the performance of NIDSs and their selected features

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 263-280

  4. Human Detection in Images Captured by UAVs in Natural Environments

    Lecture Notes in Networks and Systems

  5. Neurodevelopmental Impairments Prediction in Premature Infants Based on Clinical Data and Machine Learning Techniques

    Stats, Vol. 7, Núm. 3, pp. 685-696

  6. Soft-Computing Techniques to Address Industrial and Environmental Challenges

    Cybernetics and Systems, Vol. 55, Núm. 6, pp. 1311-1313

  7. Understanding Malware Dynamics in IoT Networks: Dataset Construction Using Mathematical Epidemiology and Complex Networks

    Lecture Notes in Networks and Systems

2023

  1. A Machine Learning Approach to Predict MRI Brain Abnormalities in Preterm Infants Using Clinical Data

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

  2. Benchmarking Classifiers for DDoS Attack Detection in Industrial IoT Networks

    Lecture Notes in Networks and Systems

  3. Convolutional Neural Networks for Diabetic Retinopathy Grading from iPhone Fundus Images

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

  4. Defect Detection in Batavia Woven Fabrics by Means of Convolutional Neural Networks

    Lecture Notes in Networks and Systems

  5. Dimensionality-Reduction Methods for the Analysis of Web Traffic

    Lecture Notes in Networks and Systems

  6. Editorial of the Special Issue Intelligent Solutions for Efficient Logistics and Sustainable Transportation

    Applied Soft Computing

  7. Evaluating Classifiers’ Performance to Detect Attacks in Website Traffic

    Lecture Notes in Networks and Systems

  8. Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid

    Lecture Notes in Networks and Systems