Publications by the researcher in collaboration with IGNACIO AGUILERA MARTOS (7)

2025

  1. Developing Big Data anomaly dynamic and static detection algorithms: AnomalyDSD spark package

    Information Sciences, Vol. 690

2024

  1. Local Attention: Enhancing the Transformer Architecture for Efficient Time Series Forecasting

    Proceedings of the International Joint Conference on Neural Networks

2023

  1. Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series

    Information Fusion, Vol. 100

  2. Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study

    Neurocomputing, Vol. 544

  3. Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses

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

  4. TSFEDL: A python library for time series spatio-temporal feature extraction and prediction using deep learning

    Neurocomputing, Vol. 517, pp. 223-228

2021

  1. Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms

    Neurocomputing, Vol. 462, pp. 440-452