Ramón J. Durán Barroso

TSMAE: A Novel Anomaly Detection Approach for Internet of Things Time Series Data Using Memory-Augmented Autoencoder

Honghao Gao, Binyang Qiu, Ramón J. Durán Barroso et al. · IEEE Transactions on Network Science and Engineering · 2022 · 221 citations

Anomaly Detection, Machine Learning, Engineering +17

Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective

Honghao Gao, Xi Qin, Ramón J. Durán Barroso et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2020 · 137 citations

Engineering, Industrial Engineering, Smart City +22

A comprehensive survey on reinforcement-learning-based computation offloading techniques in Edge Computing Systems

Diego Hortelano, Ignacio de Miguel, Ramón J. Durán Barroso et al. · Journal of Network and Computer Applications · 2023 · 79 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

A Cognitive Quality of Transmission Estimator for Core Optical Networks

Tamara Jiménez, Juan Carlos Aguado, Ignacio de Miguel et al. · Journal of Lightwave Technology · 2013 · 74 citations

Artificial Intelligence, Intelligent Information Processing, Engineering +19

Dynamic Routing and Wavelength Assignment in Optical Networks by Means of Genetic Algorithms

D. Bisbal, Ignacio de Miguel, Fernando González‐Pérez et al. · Photonic Network Communications · 2003 · 60 citations