Nahuel Costa - RankMe

19 papers Misc 1Journal 13Unranked 5

Year	Rank	Type	Title / 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