Variational encoding approach for interpretable assessment of remaining useful life estimation N Costa, L Sánchez Reliability Engineering & System Safety 222, 108353, 2022 | 63 | 2022 |
Li-ion battery degradation modes diagnosis via Convolutional Neural Networks N Costa, L Sánchez, D Anseán, M Dubarry Journal of Energy Storage 55, 105558, 2022 | 31 | 2022 |
Data-driven direct diagnosis of Li-ion batteries connected to photovoltaics M Dubarry, N Costa, D Matthews Nature Communications 14 (1), 3138, 2023 | 13 | 2023 |
Semi-supervised recurrent variational autoencoder approach for visual diagnosis of atrial fibrillation N Costa, L Sanchez, I Couso Ieee Access 9, 40227-40239, 2021 | 10 | 2021 |
Simplified models of remaining useful life based on stochastic orderings L Sánchez, N Costa, I Couso Reliability Engineering & System Safety 237, 109321, 2023 | 5 | 2023 |
Graphical analysis of the progression of atrial arrhythmia using recurrent neural networks N Costa, J Fernández, I Couso, L Sánchez International Journal of Computational Intelligence Systems 13 (1), 1567-1577, 2020 | 4 | 2020 |
Data-driven diagnosis of PV-connected batteries: analysis of two years of observed irradiance M Dubarry, F Yasir, N Costa, D Matthews Batteries 9 (8), 395, 2023 | 2 | 2023 |
Informed weak supervision for battery deterioration level labeling L Sánchez, N Costa, D Anseán, I Couso International Conference on Information Processing and Management of …, 2022 | 2 | 2022 |
Remaining useful life estimation using a recurrent variational autoencoder N Costa, L Sánchez International Conference on Hybrid Artificial Intelligence Systems, 53-64, 2021 | 2 | 2021 |
ICFormer: A Deep Learning model for informed lithium-ion battery diagnosis and early knee detection N Costa, D Anseán, M Dubarry, L Sánchez Journal of Power Sources 592, 233910, 2024 | 1 | 2024 |
Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment L Sánchez, N Costa, J Otero, D Anseán, I Couso Array 20, 100321, 2023 | 1 | 2023 |
Physics-informed learning under epistemic uncertainty with an application to system health modeling L Sánchez, N Costa, J Otero, I Couso International Journal of Approximate Reasoning 161, 108988, 2023 | 1 | 2023 |
RUL-RVE: Interpretable assessment of Remaining Useful Life N Costa, L Sánchez Software Impacts 13, 100321, 2022 | 1 | 2022 |
Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings L Pérez, N Costa, L Sánchez International Conference on Soft Computing Models in Industrial and …, 2023 | | 2023 |
Explainable condition monitoring from imprecise information NA Costa Cortéz | | 2023 |
Enhancing time series anomaly detection using discretization and word embeddings L Pérez Capellán, NA Costa Cortéz, L Sánchez Ramos Lecture Notes in Networks and Systems, 2023 | | 2023 |
Physics-informed learning under epistemic uncertainty with an application to system health modeling L Sánchez Ramos, NA Costa Cortéz, J Otero Rodríguez, I Couso Blanco International Journal of Approximate Reasoning, 161, 2023 | | 2023 |
Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas L Sánchez, P Luque, D Álvarez-Mántaras, J Otero, N Costa International Workshop on Soft Computing Models in Industrial and …, 2022 | | 2022 |
Diagnóstico de la Fibrilación Auricular mediante el análisis inteligente de registros intracardiacos NA Costa Cortéz | | 2021 |
Graphical analysis of the progression of atrial arrhythmia through an ensemble of Generative Adversarial Network Discriminators N Costa, J Fernández, I Couso Blanco, L Sánchez Ramos Proceedings of the 11th Conference of the European Society for Fuzzy Logic …, 2019 | | 2019 |