Publicaciones (122) Publicaciones de Óscar Fontenla Romero

2024

  1. A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport

    Expert Systems, Vol. 41, Núm. 2

  2. Explained anomaly detection in text reviews: Can subjective scenarios be correctly evaluated?

    Engineering Applications of Artificial Intelligence, Vol. 133

2023

  1. A Federated Learning Architecture for Anomaly Detection on the Edge Using Deep Autoencoders

    Proceedings of the Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises, WETICE

  2. A Novel Method for Failure Detection Based on Real-Time Systems Identification

    Lecture Notes in Networks and Systems

  3. A One-Class Classification method based on Expanded Non-Convex Hulls

    Information Fusion, Vol. 89, pp. 1-15

  4. An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids

    Lecture Notes in Networks and Systems

  5. Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters

    Lecture Notes in Networks and Systems

  6. Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction

    Lecture Notes in Networks and Systems

  7. Development of a Virtual Sensor for COD Measurement in a Wastewater Treatment Plant

    VI Congreso XoveTIC: impulsando el talento científico

  8. Fast deep autoencoder for federated learning

    Pattern Recognition, Vol. 143

  9. FedHEONN: Federated and homomorphically encrypted learning method for one-layer neural networks

    Future Generation Computer Systems, Vol. 149, pp. 200-211

  10. Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol

    Lecture Notes in Networks and Systems

2022

  1. A Novel Proposal for Estimating PID Parameters Based on Centroids

    Lecture Notes in Electrical Engineering

  2. Introducción a la representación del conocimiento y el razonamiento en educación pre-universitaria mediante una actividad STEM

    Actas de las Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI), Núm. 7, pp. 255-262

  3. Machine learning techniques to predict different levels of hospital care of CoVid-19

    Applied Intelligence, Vol. 52, Núm. 6, pp. 6413-6431

2021

  1. DSVD-autoencoder: A scalable distributed privacy-preserving method for one-class classification

    International Journal of Intelligent Systems, Vol. 36, Núm. 1, pp. 177-199

  2. Federated Learning approach for Spectral Clustering

    ESANN 2021 Proceedings - 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  3. Regularized One-Layer Neural Networks for Distributed and Incremental Environments

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

  4. Soprene: Assessment of the spanish armada’s predictive maintenance tool for naval assets

    Applied Sciences (Switzerland), Vol. 11, Núm. 16

  5. The School Path Guide: A Practical Introduction to Representation and Reasoning in AI for High School Students

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