Publications (19) INES COUSO BLANCO publications

filter_list Artificial Intelligence

2025

  1. Integrating imprecise data in generative models using interval-valued Variational Autoencoders

    Information Fusion, Vol. 114

2023

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

    International Journal of Approximate Reasoning, Vol. 161

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

    Reliability Engineering and System Safety, Vol. 237

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

2021

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

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

2020

  1. Graphical analysis of the progression of atrial arrhythmia through an ensemble of Generative Adversarial Network Discriminators

    Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019

  2. Graphical analysis of the progression of atrial arrhythmia using recurrent neural networks

    International Journal of Computational Intelligence Systems, Vol. 13, Núm. 1, pp. 1567-1577

  3. Health assessment of LFP automotive batteries using a fractional-order neural network

    Neurocomputing, Vol. 391, pp. 345-354

  4. Identification of Li-ion battery models through monotonic echo serial networks for coarse data

    Logic Journal of the IGPL, Vol. 28, Núm. 1, pp. 109-120

2018

  1. Health assessment of automotive batteries through computational intelligence-based soft sensors: An empirical study

    Advances in Intelligent Systems and Computing

2017

  1. Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening

    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 70

  2. Statistical inference for incomplete ranking data: The case of rank-dependent coarsening

    34th International Conference on Machine Learning, ICML 2017

2016

  1. Battery diagnosis for electrical vehicles through semi-physical fuzzy models

    2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016

  2. Machine learning models, epistemic set-valued data and generalized loss functions: An encompassing approach

    Information Sciences, Vol. 358-359, pp. 129-150

2015

  1. Generalized stochastic orderings applied to the study of performance of machine learning algorithms for low quality data

    Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

  2. The behavioral meaning of the median

    Information Sciences, Vol. 294, pp. 127-138

2014

  1. Bootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure

    Journal of Computer and System Sciences

2009

  1. Genetic learning of fuzzy rules based on low quality data

    Fuzzy Sets and Systems, Vol. 160, Núm. 17, pp. 2524-2552