Publications (205) LUCIANO SANCHEZ RAMOS publications

2024

  1. Stochastic dominance and statistical preference for random variables coupled by arbitrary copulas

    International Journal of Approximate Reasoning, Vol. 166

2023

  1. Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings

    Lecture Notes in Networks and Systems

  2. Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment

    Array, Vol. 20

  3. Multi-objective Optimization for Multi-Robot Path Planning on Warehouse Environments

    Lecture Notes in Networks and Systems

  4. Physics-informed learning under epistemic uncertainty with an application to system health modeling

    International Journal of Approximate Reasoning, Vol. 161

  5. Predictive model for the evaluation of liquefied natural gas rail traction on non-electrified routes

    XV Congreso de Ingeniería del Transporte (15º. La Laguna. 2023) (Universidad de La Laguna), pp. 1882-1891

  6. Simplified models of remaining useful life based on stochastic orderings

    Reliability Engineering and System Safety, Vol. 237

  7. Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas

    Lecture Notes in Networks and Systems

2022

  1. Distal learning of the incremental capacity curve of a LiFePO4battery

    Logic Journal of the IGPL, Vol. 30, Núm. 2, pp. 301-313

  2. Informed Weak Supervision for Battery Deterioration Level Labeling

    Communications in Computer and Information Science

  3. Li-ion battery degradation modes diagnosis via Convolutional Neural Networks

    Journal of Energy Storage, Vol. 55

  4. RUL-RVE: Interpretable assessment of Remaining Useful Life[Formula presented]

    Software Impacts, Vol. 13

  5. Variational encoding approach for interpretable assessment of remaining useful life estimation

    Reliability Engineering and System Safety, Vol. 222

  6. ¿Es el gas natural licuado una alternativa a la tracción ferroviaria no electrificada?

    Revista DYNA, Vol. 97, Núm. 4, pp. 432-435

2021

  1. Artificial intelligence applied to evaluate emissions and energy consumption in commuter railways: Comparison of liquefied natural gas as an alternative fuel to diesel

    Sustainability (Switzerland), Vol. 13, Núm. 13

  2. Assessment of the running resistance of a diesel passenger train using evolutionary bilevel algorithms and operational data

    Engineering Applications of Artificial Intelligence, Vol. 105

  3. Electrificación del vehículo de competición de bajo coste: un cambio de paradigma

    Revista DYNA, Vol. 96, Núm. 3, pp. 281-284

  4. Ex-post correction of pacemaker mode switch episodes in undersensed atrial fibrillation

    Computers in Biology and Medicine, Vol. 134

  5. Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  6. Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation

    IEEE Access, Vol. 9, pp. 40227-40239