Publications (58) ANGEL ARROYO PUENTE publications View referenced research data. View hosted research data.

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2026

  1. Cybersecurity Taxonomies: Comparative Analysis of Leading IoT Datasets for AI-Driven Security

    Communications in Computer and Information Science

  2. DEFECT DETECTION IN BATAVIA AND SARGA WOVEN FABRICS BY MEANS OF CONVOLUTIONAL NEURAL NETWORKS

    Journal of Applied Logics, Vol. 13, Núm. 1, pp. 129-154

  3. Dimensionality Reduction and Outlier Analysis for the NF-ToN-IoT Cybersecurity Dataset

    Lecture Notes in Computer Science

  4. Enhancing web traffic attacks identification through ensemble methods and feature selection

    Logic Journal of the IGPL, Vol. 34, Núm. 1

  5. Exploratory Visualization of IoT Attacks on the NF-CSE-CIC-IDS2018 Dataset

    Lecture Notes in Computer Science

  6. Toward AI-driven IoT cybersecurity: A preprocessing framework for benchmark datasets

    International Journal of Information Security, Vol. 25, Núm. 2

2025

  1. Dataset for defect detection in textile manufacturing

    Data in Brief

  2. Dimensionality Reduction and Outlier Analysis for the NF-ToN-IoT Cybersecurity Dataset

    Advances in Computational Intelligence. IWANN 2025. Lecture Notes in Computer Science (Springer Nature Switzerland), pp. 392-401

  3. Exploratory Visualization of IoT Attacks on the NF-CSE-CIC-IDS2018 Dataset

    Hybrid Artificial Intelligent Systems. HAIS 2025. Lecture Notes in Computer Science (Springer Nature Switzerland), pp. 210-222

2024

  1. A Hybrid Intelligent Modeling approach for predicting the solar thermal panel energy production

    Neurocomputing, Vol. 565

  2. Application of Neural Models in Solar Radiation Measurements for a Better Data Gathering Quality

    Lecture Notes in Networks and Systems

  3. Exploratory techniques to analyse Ecuador's tourism industry

    Logic Journal of the IGPL, Vol. 32, Núm. 6, pp. 1018-1035

  4. Forecasting hotel cancellations through machine learning

    Expert Systems, Vol. 41, Núm. 9

2023

  1. Artificial Intelligence as Catalyst for the Tourism Sector: A Literature Review

    Journal of Universal Computer Science, Vol. 29, Núm. 12, pp. 1439-1460

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

    Lecture Notes in Networks and Systems

  3. Regression Techniques to Predict the Growth of Potato Tubers

    Lecture Notes in Networks and Systems

2022

  1. A HAIS Approach to Predict the Energy Produced by a Solar Panel

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

  2. A Hybrid Machine Learning System to impute and classify a component-based robot

    Logic Journal of the IGPL

  3. Advanced Visualization of Intrusions in Flows by Means of Beta-Hebbian Learning

    Logic Journal of the IGPL, Vol. 30, Núm. 6, pp. 1056-1073

  4. Analysis of the Tourism Industry in Ecuador by Means of Soft Computing Techniques

    16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)