Inés Couso

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 47

Top Venues

Int. J. Approx. Reason.

Fuzzy Sets Syst.

FUZZ-IEEE

IEEE Trans. Fuzzy Syst.

Publications

Inés Couso, Luciano Sánchez
Stochastic dominance and statistical preference for random variables coupled by arbitrary copulas. Int. J. Approx. Reason. 166 (2024)
Luciano Sánchez, Nahuel Costa, Inés Couso
Simplified models of remaining useful life based on stochastic orderings. Reliab. Eng. Syst. Saf. 237 (2023)
Luciano Sánchez, Nahuel Costa, José Otero, Inés Couso
Physics-informed learning under epistemic uncertainty with an application to system health modeling. Int. J. Approx. Reason. 161 (2023)
Luciano Sánchez, Nahuel Costa, José Otero, David Anseán, Inés Couso
Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment. Array 20 (2023)
Luciano Sánchez, José Otero, Manuela González Vega, David Anseán, Alana A. Zülke, Inés Couso
Distal learning of the incremental capacity curve of a LiFePO4 battery. Log. J. IGPL 30 (2) (2022)
Juan Jesús Salamanca, Inés Couso
The minimum variance of a random set on a Euclidean space. Fuzzy Sets Syst. 443 (Part) (2022)
Luciano Sánchez, Nahuel Costa, David Anseán, Inés Couso
Informed Weak Supervision for Battery Deterioration Level Labeling. IPMU (2) (2022)
Nahuel Costa, Luciano Sánchez, Inés Couso
Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation. IEEE Access 9 (2021)
Inés Couso, Humberto Bustince, Javier Fernández, Luciano Sánchez
The Null Space of Fuzzy Inclusion Measures. IEEE Trans. Fuzzy Syst. 29 (3) (2021)
José Otero, Luciano Sánchez, Luís A. Junco, Inés Couso
Analysis of Students' Online Interactions in the Covid Era from the Perspective of Anomaly Detection. CISIS-ICEUTE (2021)
Inés Couso, Luciano Sánchez
A note on "Similarity and dissimilarity measures between fuzzy sets: A formal relational study" and "Additive similarity and dissimilarity measures". Fuzzy Sets Syst. 390 (2020)
Antonio Álvarez-Caballero, Cecilio Blanco Viejo, Inés Couso, Luciano Sánchez
Identification of Li-ion battery models through monotonic echo serial networks for coarse data. Log. J. IGPL 28 (1) (2020)
Luciano Sánchez, José Otero, David Anseán, Inés Couso
Health assessment of LFP automotive batteries using a fractional-order neural network. Neurocomputing 391 (2020)
Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez
Graphical Analysis of the Progression of Atrial Arrhythmia Using Recurrent Neural Networks. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Inés Couso, Humberto Bustince, Luciano Sánchez
A Unified View of Different Axiomatic Measures Defined on $L$-Fuzzy Sets. IEEE Trans. Fuzzy Syst. 28 (8) (2020)
Zdenko Takác, Humberto Bustince, Jesús María Pintor, Cédric Marco-Detchart, Inés Couso
Width-Based Interval-Valued Distances and Fuzzy Entropies. IEEE Access 7 (2019)
Eyke Hüllermeier, Sébastien Destercke, Inés Couso
Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants. SUM (2019)
Yuviny Echevarría, Inés Couso, David Anseán, Cecilio Blanco Viejo, Luciano Sánchez
Using Fuzzy Preference Orderings in θ-Dominance with Application to Health Monitoring of Li-Ion Batteries. J. Multiple Valued Log. Soft Comput. 32 (3-4) (2019)
Inés Couso, Humberto Bustince
From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets: A Unified View of Different Axiomatic Measures. IEEE Trans. Fuzzy Syst. 27 (2) (2019)
Inés Couso, Christian Borgelt, Eyke Hüllermeier, Rudolf Kruse
Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning. IEEE Comput. Intell. Mag. 14 (1) (2019)
Alessandro Antonucci, Giorgio Corani, Inés Couso, Sébastien Destercke
Special issue on the tenth International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '17). Int. J. Approx. Reason. 111 (2019)
Hélida Salles Santos, Inés Couso, Benjamín R. C. Bedregal, Zdenko Takác, Maria Minárová, Alfredo Asiain, Edurne Barrenechea, Humberto Bustince
Similarity measures, penalty functions, and fuzzy entropy from new fuzzy subsethood measures. Int. J. Intell. Syst. 34 (6) (2019)
Zdenko Takác, Javier Fernández, Javier Fumanal, Cédric Marco-Detchart, Inés Couso, Graçaliz Pereira Dimuro, Hélida Salles Santos, Humberto Bustince
Distances between Interval-valued Fuzzy Sets Taking into Account the Width of the Intervals. FUZZ-IEEE (2019)
Nahuel Costa, Jesús Fernández, Inés Couso, Luciano Sánchez
Graphical analysis of the progression of atrial arrhythmia through an ensemble of Generative Adversarial Network Discriminators. EUSFLAT Conf. (2019)
Luciano Sánchez, José Otero, Manuela González, David Anseán, Inés Couso
Online Estimation of the State of Health of a Rechargeable Battery Through Distal Learning of a Fuzzy Model. SOCO (2019)
Inés Couso, Didier Dubois
A general framework for maximizing likelihood under incomplete data. Int. J. Approx. Reason. 93 (2018)
Luciano Sánchez, David Anseán, José Otero, Inés Couso
Traction Batteries through Monotonic Echo State Networks. Sensors 18 (1) (2018)
Inés Couso, Humberto Bustince
Three Categories of Set-Valued Generalizations From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Luciano Sánchez, Inés Couso
A framework for learning fuzzy rule-based models with epistemic set-valued data and generalized loss functions. Int. J. Approx. Reason. 92 (2018)
Inés Couso, Olivier Strauss, Hugo Saulnier
Kendall's rank correlation on quantized data: An interval-valued approach. Fuzzy Sets Syst. 343 (2018)
Luciano Sánchez, Inés Couso, Cecilio Blanco Viejo
A class of Monotone Fuzzy rule-based Wiener systems with an application to Li-ion battery modelling. Eng. Appl. Artif. Intell. 64 (2017)
Eva Almansa, David Anseán, Inés Couso, Luciano Sánchez
Health Assessment of Automotive Batteries Through Computational Intelligence-Based Soft Sensors: An Empirical Study. SOCO-CISIS-ICEUTE (2017)
Romain Guillaume, Inés Couso, Didier Dubois
Maximum Likelihood with Coarse Data based on Robust Optimisation. ISIPTA (2017)
Inés Couso, Antonio Álvarez-Caballero, Luciano Sánchez
Reconciling Bayesian and Frequentist Tests: the Imprecise Counterpart. ISIPTA (2017)
Luciano Sánchez, Inés Couso, José Otero, Yuviny Echevarría, David Anseán
A Model-Based Virtual Sensor for Condition Monitoring of Li-Ion Batteries in Cyber-Physical Vehicle Systems. J. Sensors 2017 (2017)
Inés Couso, Didier Dubois, Eyke Hüllermeier
Maximum Likelihood Estimation and Coarse Data. SUM (2017)
Inés Couso, Luciano Sánchez
Additive similarity and dissimilarity measures. Fuzzy Sets Syst. 322 (2017)
Mohsen Ahmadi Fahandar, Eyke Hüllermeier, Inés Couso
Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening. CoRR (2017)
Mohsen Ahmadi Fahandar, Eyke Hüllermeier, Inés Couso
Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent Coarsening. ICML (2017)
Patryk Zywica, Katarzyna Basiukajc, Inés Couso
Practical Notes on Applying Generalised Stochastic Orderings to the Study of Performance of Classification Algorithms for Low Quality Data. EUSFLAT/IWIFSGN (3) (2017)
Inés Couso, Luciano Sánchez
Machine learning models, epistemic set-valued data and generalized loss functions: An encompassing approach. Inf. Sci. (2016)
Inés Couso, Didier Dubois
Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria. SMPS (2016)
Ana M. Palacios, Luciano Sánchez, Inés Couso, Sébastien Destercke
An extension of the FURIA classification algorithm to low quality data through fuzzy rankings and its application to the early diagnosis of dyslexia. Neurocomputing 176 (2016)
José Otero, Luis Junco Navascués, María del Rosario Suárez, Ana Maria Palacios, Inés Couso, Luciano Sánchez
Finding informative code metrics under uncertainty for predicting the pass rate of online courses. Inf. Sci. 373 (2016)
Inés Couso, Didier Dubois
Belief Revision and the EM Algorithm. IPMU (2) (2016)
Luciano Sánchez, José Otero, Inés Couso, Cecilio Blanco Viejo
Battery diagnosis for electrical vehicles through semi-physical fuzzy models. FUZZ-IEEE (2016)
Hugo Saulnier, Olivier Strauss, Inés Couso
Comparing Interval-Valued Estimations with Point-Valued Estimations. IPMU (2) (2016)
Ana M. Palacios, Alvaro Martínez, Luciano Sánchez, Inés Couso
Sequential pattern mining applied to aeroengine condition monitoring with uncertain health data. Eng. Appl. Artif. Intell. 44 (2015)
Inés Couso, Didier Dubois
A perspective on the extension of stochastic orderings to fuzzy random variables. IFSA-EUSFLAT (2015)
Julien Pérolat, Inés Couso, Kevin Loquin, Olivier Strauss
Generalizing the Wilcoxon rank-sum test for interval data. Int. J. Approx. Reason. 56 (2015)
Inés Couso, Serafín Moral, Luciano Sánchez
The behavioral meaning of the median. Inf. Sci. 294 (2015)
Inés Couso, Luciano Sánchez
Generalized stochastic orderings applied to the study of performance of machine learning algorithms for low quality data. IFSA-EUSFLAT (2015)
Luciano Sánchez, Inés Couso, Cecilio Blanco Viejo
Online SOC estimation of Li-FePO4 batteries through an observer of the system state with minimal nonspecificity. FUZZ-IEEE (2015)
Sébastien Destercke, Inés Couso
Ranking of fuzzy intervals seen through the imprecise probabilistic lens. Fuzzy Sets Syst. 278 (2015)
Alvaro Martínez, Luciano Sánchez, Inés Couso
Aeroengine prognosis through genetic distal learning applied to uncertain Engine Health Monitoring data. FUZZ-IEEE (2014)
Luciano Sánchez, Inés Couso, Manuela González
batteries. Appl. Soft Comput. 14 (2014)
Alvaro Martínez, Luciano Sánchez, Inés Couso
Interval-valued Blind Source Separation Applied to AI-based Prognostic Fault Detection of Aircraft Engines. J. Multiple Valued Log. Soft Comput. 22 (1-2) (2014)
Inés Couso, Luciano Sánchez
Harnessing the information contained in low-quality data sources. Int. J. Approx. Reason. 55 (7) (2014)
José Otero, Luciano Sánchez, Inés Couso, Ana M. Palacios
Bootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure. J. Comput. Syst. Sci. 80 (1) (2014)
José Otero, María del Rosario Suárez, Ana M. Palacios, Inés Couso, Luciano Sánchez
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. RSCTC (2014)
Inés Couso, Didier Dubois
Rejoinder on "Statistical reasoning with set-valued information: Ontic vs. epistemic views". Int. J. Approx. Reason. 55 (7) (2014)
Inés Couso, Didier Dubois
Statistical reasoning with set-valued information: Ontic vs. epistemic views. Int. J. Approx. Reason. 55 (7) (2014)
Inés Couso
Preference Relations and Families of Probabilities: Different Sides of the Same Coin. IPMU (1) (2014)
Inés Couso, Laura Garrido, Luciano Sánchez
The notion of roughness of a fuzzy set. Fuzzy Sets Syst. 249 (2014)
Ana Maria Palacios, Luciano Sánchez, Inés Couso
CI-LQD: A software tool for modeling and decision making with Low Quality Data. FUZZ-IEEE (2013)
Inés Couso, Laura Garrido, Luciano Sánchez
Similarity and dissimilarity measures between fuzzy sets: A formal relational study. Inf. Sci. 229 (2013)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Boosting fuzzy rules with low quality data in multi-class problems: Open problems and challenges. GEFS (2013)
Ana M. Palacios, Luciano Sánchez, Inés Couso
An Extension of the FURIA Classification Algorithm to Low Quality Data. HAIS (2013)
Alvaro Martínez, Luciano Sánchez, Inés Couso
Engine Health Monitoring for engine fleets using fuzzy radviz. FUZZ-IEEE (2013)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Equalizing imbalanced imprecise datasets for genetic fuzzy classifiers. Int. J. Comput. Intell. Syst. 5 (2) (2012)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Boosting of Fuzzy Rules with Low Quality Data. J. Multiple Valued Log. Soft Comput. 19 (5-6) (2012)
Inés Couso, Didier Dubois
An Imprecise Probability Approach to Joint Extensions of Stochastic and Interval Orderings. IPMU (3) (2012)
Luciano Sánchez, Inés Couso
Singular spectral analysis of ill-known signals and its application to predictive maintenance of windmills with SCADA records. Soft Comput. 16 (5) (2012)
Luciano Sánchez, Inés Couso
Guest editorial: special issue on "knowledge extraction from low quality data: theoretical, methodological and practical issues". Soft Comput. 16 (5) (2012)
Inés Couso, Didier Dubois
Rough Sets, Coverings and Incomplete Information. Fundam. Informaticae 108 (3-4) (2011)
José Otero, Luciano Sánchez, Ana M. Palacios, Inés Couso
Managing stochastic algorithms cross-validation variability using an interval valued multiple comparison procedure. ISDA (2011)
Inés Couso, Luciano Sánchez
Upper and lower probabilities induced by a fuzzy random variable. Fuzzy Sets Syst. 165 (1) (2011)
Inés Couso, Serafín Moral
Sets of desirable gambles: Conditioning, representation, and precise probabilities. Int. J. Approx. Reason. 52 (7) (2011)
Inés Couso, Luciano Sánchez
Inner and outer fuzzy approximations of confidence intervals. Fuzzy Sets Syst. 184 (1) (2011)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Using the Adaboost algorithm for extracting fuzzy rules from low quality data: Some preliminary results. FUZZ-IEEE (2011)
Luciano Sánchez, Inés Couso
Obtaining fuzzy rules from interval-censored data with genetic algorithms and a random sets-based semantic of the linguistic labels. Soft Comput. 15 (10) (2011)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Linguistic cost-sensitive learning of genetic fuzzy classifiers for imprecise data. Int. J. Approx. Reason. 52 (6) (2011)
Inés Couso, Luciano Sánchez
Mark-recapture techniques in statistical tests for imprecise data. Int. J. Approx. Reason. 52 (2) (2011)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Future Performance Modeling in Athletism with Low Quality Data-based Genetic Fuzzy Systems. J. Multiple Valued Log. Soft Comput. 17 (2-3) (2011)
Luciano Sánchez, Inés Couso
Measurement of Ground-Neutral Currents in Three Phase Transformers Using a Genetically Evolved Shaping Filter. IPMU (1) (2010)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Preprocessing vague imbalanced datasets and its use in genetic fuzzy classifiers. FUZZ-IEEE (2010)
Inés Couso, Luciano Sánchez
The Behavioral Meaning of the Median. SMPS (2010)
Inés Couso, Didier Dubois
Peakedness and Generalized Entropy for Continuous Density Functions. IPMU (2010)
Luciano Sánchez, Inés Couso, José Otero
Graphical Exploratory Analysis of Educational Knowledge Surveys with Missing and Conflictive Answers Using Evolutionary Techniques. HAIS (2) (2010)
Enrique Miranda, Inés Couso, Pedro Gil
Approximations of upper and lower probabilities by measurable selections. Inf. Sci. 180 (8) (2010)
Inés Couso, Serafín Moral
Independence concepts in evidence theory. Int. J. Approx. Reason. 51 (7) (2010)
Inés Couso, Laura Garrido, Susana Montes, Luciano Sánchez
Expected Pair-Wise Comparison of the Outcomes of a Fuzzy Random Variable. SMPS (2010)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Diagnosis of dyslexia with low quality data with genetic fuzzy systems. Int. J. Approx. Reason. 51 (8) (2010)
Inés Couso, Didier Dubois
On the Variability of the Concept of Variance for Fuzzy Random Variables. IEEE Trans. Fuzzy Syst. 17 (5) (2009)
Ana M. Palacios, Luciano Sánchez, Inés Couso
Extending a simple genetic cooperative-competitive learning fuzzy classifier to low quality datasets. Evol. Intell. 2 (1-2) (2009)
Ana M. Palacios, Luciano Sánchez, Inés Couso
A Minimum-Risk Genetic Fuzzy Classifier Based on Low Quality Data. HAIS (2009)
Luciano Sánchez, José Otero, Inés Couso
Obtaining linguistic fuzzy rule-based regression models from imprecise data with multiobjective genetic algorithms. Soft Comput. 13 (5) (2009)
Luciano Sánchez, Inés Couso
Obtaining a Linguistically Understandable Random Sets-Based Classifier from Interval-Valued Data with Genetic Algorithms. ISDA (2009)
Ana M. Palacios, Luciano Sánchez, Inés Couso
A Baseline Learning Genetic Fuzzy Classifier Based on Low Quality Data. IFSA/EUSFLAT Conf. (2009)
Ana M. Palacios, Inés Couso, Luciano Sánchez
GFS-Based Analysis of Vague Databases in High Performance Athletics. IDEAL (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Inés Couso