| Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms J Carrasco, D López, I Aguilera-Martos, D García-Gil, I Markova, ... Neurocomputing 462, 440-452, 2021 | 32 | 2021 |
| TSFEDL: A python library for time series spatio-temporal feature extraction and prediction using deep learning I Aguilera-Martos, ÁM García-Vico, J Luengo, S Damas, FJ Melero, ... Neurocomputing 517, 223-228, 2023 | 6 | 2023 |
| Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study I Aguilera-Martos, M García-Barzana, D García-Gil, J Carrasco, D López, ... Neurocomputing 544, 126228, 2023 | 5 | 2023 |
| Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series D López, I Aguilera-Martos, M García-Barzana, F Herrera, D García-Gil, ... Information Fusion 100, 101957, 2023 | 3 | 2023 |
| TSFEDL: A Python Library for Time Series Spatio-Temporal Feature Extraction and Prediction using Deep Learning (with Appendices on Detailed Network Architectures and … I Aguilera-Martos, ÁM García-Vico, J Luengo, S Damas, FJ Melero, ... arXiv preprint arXiv:2206.03179, 2022 | 2 | 2022 |
| Revisiting Histogram Based Outlier Scores: Strengths and Weaknesses I Aguilera-Martos, J Luengo, F Herrera International Conference on Hybrid Artificial Intelligence Systems, 39-48, 2023 | 1 | 2023 |
| FLEX: FLEXible Federated Learning Framework F Herrera, D Jiménez-López, A Argente-Garrido, N Rodríguez-Barroso, ... arXiv preprint arXiv:2404.06127, 2024 | | 2024 |
| Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series D López García, I Aguilera Martos, F Herrera Triguero, DJ García Gil, ... Elsevier, 2023 | | 2023 |
| Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms J Carrasco Castillo, D López Pretel, I Aguilera Martos, DJ García Gil, ... Elsevier, 2021 | | 2021 |
Julián Luengo MartínAssociate Professor at University of GranadaVerified email at decsai.ugr.es
