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Ignacio Aguilera Martos

Universidad de Granada

Publicaciones

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

Information Sciences

  • 2025
  • journal-article
FLEX: Flexible Federated Learning Framework

Information Fusion

  • 2025
  • journal-article
WinStat: A Family of Trainable Positional Encodings for Transformers in Time Series Forecasting

Machine Learning and Knowledge Extraction

  • 2025
  • journal-article
WinStat: A Family of Trainable Positional Encodings for Transformers in Time Series Forecasting
  • 2025
  • preprint
Local Attention: Enhancing the Transformer Architecture for Efficient Time Series Forecasting

2024 International Joint Conference on Neural Networks (IJCNN)

  • 2024
  • conference-paper
Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series

Information Fusion

  • 2023
  • journal-article
Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study

Neurocomputing

  • 2023
  • journal-article
Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses

International Conference on Hybrid Artificial Intelligence Systems

  • 2023
  • conference-paper
TSFEDL: A python library for time series spatio-temporal feature extraction and prediction using deep learning

Neurocomputing

  • 2023
  • journal-article
Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms

Neurocomputing

  • 2021
  • journal-article
Contacto
nacheteam@ugr.es
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