ANGEL
ARROYO PUENTE
Profesor Titular de Universidad
Publications
2027
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Anomaly Detection Through Quantum Annealing-Driven Feature Selection
Communications in Computer and Information Science
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Autonomous Edge Cybersecurity: LLM-Guided Q-Learning for Resilient Device Control
Communications in Computer and Information Science
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Feature Imaging via Mutual Information for CNN-Based IoT Intrusion Detection on NF-UNSW-NB15-v3
Lecture Notes in Computer Science
2026
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Cybersecurity Taxonomies: Comparative Analysis of Leading IoT Datasets for AI-Driven Security
Communications in Computer and Information Science
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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
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Dimensionality Reduction and Outlier Analysis for the NF-ToN-IoT Cybersecurity Dataset
Lecture Notes in Computer Science
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Enhancing web traffic attacks identification through ensemble methods and feature selection
Logic Journal of the IGPL, Vol. 34, Núm. 1
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Exploratory Visualization of IoT Attacks on the NF-CSE-CIC-IDS2018 Dataset
Lecture Notes in Computer Science
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Impact of Data Augmentation on Woven Fabrics Defect Detection by Means of Deep Learning
Communications in Computer and Information Science
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Semantic Systematic Review of Artificial Intelligence-Based Maturity Models for Teaching Feedback in Higher Education
Communications in Computer and Information Science
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Toward AI-driven IoT cybersecurity: A preprocessing framework for benchmark datasets
International Journal of Information Security, Vol. 25, Núm. 2
2025
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Dataset for defect detection in textile manufacturing
Data in Brief
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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
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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
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A Hybrid Intelligent Modeling approach for predicting the solar thermal panel energy production
Neurocomputing, Vol. 565
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Application of Neural Models in Solar Radiation Measurements for a Better Data Gathering Quality
Lecture Notes in Networks and Systems
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Exploratory techniques to analyse Ecuador's tourism industry
Logic Journal of the IGPL, Vol. 32, Núm. 6, pp. 1018-1035
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Forecasting hotel cancellations through machine learning
Expert Systems, Vol. 41, Núm. 9
2023
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Artificial Intelligence as Catalyst for the Tourism Sector: A Literature Review
Journal of Universal Computer Science, Vol. 29, Núm. 12, pp. 1439-1460
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Missing Values Imputation for Visualizing the Air Quality Evolution During the COVID-19 Pandemic in Madrid
Lecture Notes in Networks and Systems