Inés Couso
Orcid: 0000-0002-1675-6203
According to our database1,
Inés Couso
authored at least 126 papers
between 1998 and 2024.
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Bibliography
2024
Stochastic dominance and statistical preference for random variables coupled by arbitrary copulas.
Int. J. Approx. Reason., March, 2024
2023
Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment.
Array, December, 2023
Physics-informed learning under epistemic uncertainty with an application to system health modeling.
Int. J. Approx. Reason., October, 2023
Reliab. Eng. Syst. Saf., September, 2023
2022
Log. J. IGPL, 2022
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022
2021
Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation.
IEEE Access, 2021
Analysis of Students' Online Interactions in the Covid Era from the Perspective of Anomaly Detection.
Proceedings of the 14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021), 2021
2020
IEEE Trans. Fuzzy Syst., 2020
Health assessment of LFP automotive batteries using a fractional-order neural network.
Neurocomputing, 2020
Graphical Analysis of the Progression of Atrial Arrhythmia Using Recurrent Neural Networks.
Int. J. Comput. Intell. Syst., 2020
Identification of Li-ion battery models through monotonic echo serial networks for coarse data.
Log. J. IGPL, 2020
A note on "Similarity and dissimilarity measures between fuzzy sets: A formal relational study" and "Additive similarity and dissimilarity measures".
Fuzzy Sets Syst., 2020
2019
From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets: A Unified View of Different Axiomatic Measures.
IEEE Trans. Fuzzy Syst., 2019
Using Fuzzy Preference Orderings in θ-Dominance with Application to Health Monitoring of Li-Ion Batteries.
J. Multiple Valued Log. Soft Comput., 2019
Similarity measures, penalty functions, and fuzzy entropy from new fuzzy subsethood measures.
Int. J. Intell. Syst., 2019
Special issue on the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17).
Int. J. Approx. Reason., 2019
IEEE Comput. Intell. Mag., 2019
Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019
Online Estimation of the State of Health of a Rechargeable Battery Through Distal Learning of a Fuzzy Model.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019
Distances between Interval-valued Fuzzy Sets Taking into Account the Width of the Intervals.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
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, 2019
2018
Three Categories of Set-Valued Generalizations From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2018
Assessing the Health of LiFePO<sub>4</sub> Traction Batteries through Monotonic Echo State Networks.
Sensors, 2018
A framework for learning fuzzy rule-based models with epistemic set-valued data and generalized loss functions.
Int. J. Approx. Reason., 2018
Int. J. Approx. Reason., 2018
Fuzzy Sets Syst., 2018
2017
A Model-Based Virtual Sensor for Condition Monitoring of Li-Ion Batteries in Cyber-Physical Vehicle Systems.
J. Sensors, 2017
A class of Monotone Fuzzy rule-based Wiener systems with an application to Li-ion battery modelling.
Eng. Appl. Artif. Intell., 2017
Proceedings of the Scalable Uncertainty Management - 11th International Conference, 2017
Health Assessment of Automotive Batteries Through Computational Intelligence-Based Soft Sensors: An Empirical Study.
Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017
Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening.
Proceedings of the 34th International Conference on Machine Learning, 2017
Practical Notes on Applying Generalised Stochastic Orderings to the Study of Performance of Classification Algorithms for Low Quality Data.
Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017
2016
Finding informative code metrics under uncertainty for predicting the pass rate of online courses.
Inf. Sci., 2016
Machine learning models, epistemic set-valued data and generalized loss functions: An encompassing approach.
Inf. Sci., 2016
An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia.
Neurocomputing, 2016
Proceedings of the Soft Methods for Data Science, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
2015
Int. J. Approx. Reason., 2015
Fuzzy Sets Syst., 2015
Sequential pattern mining applied to aeroengine condition monitoring with uncertain health data.
Eng. Appl. Artif. Intell., 2015
Online SOC estimation of Li-FePO4 batteries through an observer of the system state with minimal nonspecificity.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
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 (IFSA-EUSFLAT-15), 2015
A perspective on the extension of stochastic orderings to fuzzy random variables.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
2014
Interval-valued Blind Source Separation Applied to AI-based Prognostic Fault Detection of Aircraft Engines.
J. Multiple Valued Log. Soft Comput., 2014
Bootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure.
J. Comput. Syst. Sci., 2014
Int. J. Approx. Reason., 2014
Rejoinder on "Statistical reasoning with set-valued information: Ontic vs. epistemic views".
Int. J. Approx. Reason., 2014
Int. J. Approx. Reason., 2014
A design methodology for semi-physical fuzzy models applied to the dynamic characterization of LiFePO<sub>4</sub> batteries.
Appl. Soft Comput., 2014
Selecting the Most Informative Inputs in Modelling Problems with Vague Data Applied to the Search of Informative Code Metrics for Continuous Assessment in Computer Science Online Courses.
Proceedings of the Rough Sets and Current Trends in Computing, 2014
Preference Relations and Families of Probabilities: Different Sides of the Same Coin.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Aeroengine prognosis through genetic distal learning applied to uncertain Engine Health Monitoring data.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
2013
Inf. Sci., 2013
Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013
Boosting fuzzy rules with low quality data in multi-class problems: Open problems and challenges.
Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
2012
Singular spectral analysis of ill-known signals and its application to predictive maintenance of windmills with SCADA records.
Soft Comput., 2012
Guest editorial: special issue on "knowledge extraction from low quality data: theoretical, methodological and practical issues".
Soft Comput., 2012
J. Multiple Valued Log. Soft Comput., 2012
Int. J. Comput. Intell. Syst., 2012
An Imprecise Probability Approach to Joint Extensions of Stochastic and Interval Orderings.
Proceedings of the Advances in Computational Intelligence, 2012
2011
Obtaining fuzzy rules from interval-censored data with genetic algorithms and a random sets-based semantic of the linguistic labels.
Soft Comput., 2011
Future Performance Modeling in Athletism with Low Quality Data-based Genetic Fuzzy Systems.
J. Multiple Valued Log. Soft Comput., 2011
Int. J. Approx. Reason., 2011
Int. J. Approx. Reason., 2011
Int. J. Approx. Reason., 2011
Fuzzy Sets Syst., 2011
Managing stochastic algorithms cross-validation variability using an interval valued multiple comparison procedure.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011
Using the Adaboost algorithm for extracting fuzzy rules from low quality data: Some preliminary results.
Proceedings of the FUZZ-IEEE 2011, 2011
2010
Inf. Sci., 2010
Int. J. Approx. Reason., 2010
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010
Measurement of Ground-Neutral Currents in Three Phase Transformers Using a Genetically Evolved Shaping Filter.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010
Graphical Exploratory Analysis of Educational Knowledge Surveys with Missing and Conflictive Answers Using Evolutionary Techniques.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
Proceedings of the FUZZ-IEEE 2010, 2010
2009
IEEE Trans. Fuzzy Syst., 2009
Obtaining linguistic fuzzy rule-based regression models from imprecise data with multiobjective genetic algorithms.
Soft Comput., 2009
Extending a simple genetic cooperative-competitive learning fuzzy classifier to low quality datasets.
Evol. Intell., 2009
Obtaining a Linguistically Understandable Random Sets-Based Classifier from Interval-Valued Data with Genetic Algorithms.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009
2008
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008
Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data.
Int. J. Approx. Reason., 2008
Proceedings of the Soft Methods for Handling Variability and Imprecision, 2008
A Minimum Risk Wrapper Algorithm for Genetically Selecting Imprecisely Observed Features, Applied to the Early Diagnosis of Dyslexia.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008
2007
IEEE Trans. Fuzzy Syst., 2007
Joint propagation of probability and possibility in risk analysis: Towards a formal framework.
Int. J. Approx. Reason., 2007
Some Results about Mutual Information-based Feature Selection and Fuzzy Discretization of Vague Data.
Proceedings of the FUZZ-IEEE 2007, 2007
Modeling Vague Data with Genetic Fuzzy Systems under a Combination of Crisp and Imprecise Criteria.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007
2005
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
2004
2003
Int. J. Approx. Reason., 2003
Proceedings of the ISIPTA '03, 2003
2002
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2002
Stochastic convergence, uniform integrability and convergence in mean on fuzzy measure spaces.
Fuzzy Sets Syst., 2002
2001
Inf. Sci., 2001
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001
One-to-one correspondences between ε-partitions, (1-ε)-equivalences and ε-pseudometrics.
Fuzzy Sets Syst., 2001
1999
Proceedings of the ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June, 1999
Relationships between uncertainty measures, fuzziness measures and divergence measures.
Proceedings of the EUSFLAT-ESTYLF Joint Conference, 1999
1998
Inteligencia Artif., 1998