Ignacio Aguilera-Martos

According to our database, Ignacio Aguilera-Martos authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

David López, Ignacio Aguilera-Martos, Marta García-Bárzana, Francisco Herrera, Diego García-Gil, Julián Luengo

Inf. Fusion, December, 2023

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

Ignacio Aguilera-Martos, Marta García-Bárzana, Diego García-Gil, Jacinto Carrasco, David López, Julián Luengo, Francisco Herrera

Neurocomputing, August, 2023

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

Ignacio Aguilera-Martos, Ángel Miguel García-Vico, Julián Luengo, Sergio Damas, Francisco J. Melero, José Javier Valle-Alonso, Francisco Herrera

Neurocomputing, 2023

Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses.

Ignacio Aguilera-Martos, Julián Luengo, Francisco Herrera

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

2022

TSFEDL: A Python Library for Time Series Spatio-Temporal Feature Extraction and Prediction using Deep Learning (with Appendices on Detailed Network Architectures and Experimental Cases of Study).

Ignacio Aguilera-Martos, Ángel Miguel García-Vico, Julián Luengo, Sergio Damas, Francisco J. Melero, José Javier Valle-Alonso, Francisco Herrera

CoRR, 2022

2021

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

Jacinto Carrasco, David López, Ignacio Aguilera-Martos, Diego García-Gil, Irina Markova, Marta García-Bárzana, Manuel Arias-Rodil, Julián Luengo, Francisco Herrera

Neurocomputing, 2021