Nahuel Costa

19 papers Misc 1Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Self-supervised spectral learning with an application to condition monitoring of tunnel ventilation systems under sparse data conditions.
Comput. Ind. Eng.
Luciano Sánchez, Inés Couso, Nahuel Costa
2025 J jnl
Addressing data scarcity in industrial reliability assessment with Physically Informed Echo State Networks.
Reliab. Eng. Syst. Saf.
Luciano Sánchez, Nahuel Costa, Inés Couso
2025 J jnl
Data imputation in the frequency domain using Echo State Networks.
Eng. Appl. Artif. Intell.
Luciano Sánchez, Nahuel Costa, Inés Couso
2025 J jnl
Few-shot generative compression approach for system health monitoring.
Reliab. Eng. Syst. Saf.
Nahuel Costa, Luciano Sánchez
2025 J jnl
Integrating imprecise data in generative models using interval-valued Variational Autoencoders.
Inf. Fusion
Luciano Sánchez, Nahuel Costa, Inés Couso, Olivier Strauss
2024 — conf
Rapidae: A Python Library for Creation, Experimentation, and Benchmarking of Autoencoder Models.
FUZZ
Nahuel Costa, Lucas Pérez, Luciano Sánchez
2024 J jnl
Recurrent variational autoencoder approach for remaining useful life estimation.
Log. J. IGPL
Nahuel Costa, Luciano Sánchez
2023 — conf
Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings.
SOCO (2)
Lucas Pérez, Nahuel Costa, Luciano Sánchez
2023 J jnl
Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment.
Array
Luciano Sánchez, Nahuel Costa, José Otero, David Anseán, Inés Couso
2023 J jnl
Physics-informed learning under epistemic uncertainty with an application to system health modeling.
Int. J. Approx. Reason.
Luciano Sánchez, Nahuel Costa, José Otero, Inés Couso
2023 J jnl
Simplified models of remaining useful life based on stochastic orderings.
Reliab. Eng. Syst. Saf.
Luciano Sánchez, Nahuel Costa, Inés Couso
2022 — conf
Informed Weak Supervision for Battery Deterioration Level Labeling.
IPMU (2)
Luciano Sánchez, Nahuel Costa, David Anseán, Inés Couso
2022 J jnl
RUL-RVE: Interpretable assessment of Remaining Useful Life.
Softw. Impacts
Nahuel Costa, Luciano Sánchez
2022 J jnl
Variational encoding approach for interpretable assessment of remaining useful life estimation.
Reliab. Eng. Syst. Saf.
Nahuel Costa, Luciano Sánchez
2022 — conf
Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas.
SOCO
Luciano Sánchez, Pablo Luque, Daniel Álvarez-Mántaras, José Otero, Nahuel Costa
2021 Misc conf
Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder.
HAIS
Nahuel Costa, Luciano Sánchez
2021 J jnl
Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation.
IEEE Access
Nahuel Costa, Luciano Sánchez, Inés Couso
2020 J jnl
Graphical Analysis of the Progression of Atrial Arrhythmia Using Recurrent Neural Networks.
Int. J. Comput. Intell. Syst.
Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez
2019 — conf
Graphical analysis of the progression of atrial arrhythmia through an ensemble of Generative Adversarial Network Discriminators.
EUSFLAT Conf.
Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez