Inés Couso

According to our database1, Inés Couso authored at least 108 papers between 1998 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets: A Unified View of Different Axiomatic Measures.
IEEE Trans. Fuzzy Systems, 2019

Using Fuzzy Preference Orderings in θ-Dominance with Application to Health Monitoring of Li-Ion Batteries.
Multiple-Valued Logic and Soft Computing, 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. Reasoning, 2019

Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning.
IEEE Comp. Int. Mag., 2019

Width-Based Interval-Valued Distances and Fuzzy Entropies.
IEEE Access, 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

2018
Three Categories of Set-Valued Generalizations From Fuzzy Sets to Interval-Valued and Atanassov Intuitionistic Fuzzy Sets.
IEEE Trans. Fuzzy Systems, 2018

Assessing the Health of LiFePO4 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. Reasoning, 2018

A general framework for maximizing likelihood under incomplete data.
Int. J. Approx. Reasoning, 2018

Kendall's rank correlation on quantized data: An interval-valued approach.
Fuzzy Sets and Systems, 2018

2017
A Model-Based Virtual Sensor for Condition Monitoring of Li-Ion Batteries in Cyber-Physical Vehicle Systems.
J. Sensors, 2017

Additive similarity and dissimilarity measures.
Fuzzy Sets and Systems, 2017

A class of Monotone Fuzzy rule-based Wiener systems with an application to Li-ion battery modelling.
Eng. Appl. of AI, 2017

Maximum Likelihood Estimation and Coarse Data.
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

Maximum Likelihood with Coarse Data based on Robust Optimisation.
Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications, 2017

Reconciling Bayesian and Frequentist Tests: the Imprecise Counterpart.
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

Maximum Likelihood Under Incomplete Information: Toward a Comparison of Criteria.
Proceedings of the Soft Methods for Data Science, 2016

Comparing Interval-Valued Estimations with Point-Valued Estimations.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Belief Revision and the EM Algorithm.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Battery diagnosis for electrical vehicles through semi-physical fuzzy models.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2015
The behavioral meaning of the median.
Inf. Sci., 2015

Generalizing the Wilcoxon rank-sum test for interval data.
Int. J. Approx. Reasoning, 2015

Ranking of fuzzy intervals seen through the imprecise probabilistic lens.
Fuzzy Sets and Systems, 2015

Sequential pattern mining applied to aeroengine condition monitoring with uncertain health data.
Eng. Appl. of AI, 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.
Multiple-Valued Logic and Soft Computing, 2014

Bootstrap analysis of multiple repetitions of experiments using an interval-valued multiple comparison procedure.
J. Comput. Syst. Sci., 2014

Harnessing the information contained in low-quality data sources.
Int. J. Approx. Reasoning, 2014

Rejoinder on "Statistical reasoning with set-valued information: Ontic vs. epistemic views".
Int. J. Approx. Reasoning, 2014

Statistical reasoning with set-valued information: Ontic vs. epistemic views.
Int. J. Approx. Reasoning, 2014

The notion of roughness of a fuzzy set.
Fuzzy Sets and Systems, 2014

A design methodology for semi-physical fuzzy models applied to the dynamic characterization of LiFePO4 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
Similarity and dissimilarity measures between fuzzy sets: A formal relational study.
Inf. Sci., 2013

An Extension of the FURIA Classification Algorithm to Low Quality Data.
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

CI-LQD: A software tool for modeling and decision making with Low Quality Data.
Proceedings of the FUZZ-IEEE 2013, 2013

Engine Health Monitoring for engine fleets using fuzzy radviz.
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

Boosting of Fuzzy Rules with Low Quality Data.
Multiple-Valued Logic and Soft Computing, 2012

Equalizing imbalanced imprecise datasets for genetic fuzzy classifiers.
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.
Multiple-Valued Logic and Soft Computing, 2011

Linguistic cost-sensitive learning of genetic fuzzy classifiers for imprecise data.
Int. J. Approx. Reasoning, 2011

Mark-recapture techniques in statistical tests for imprecise data.
Int. J. Approx. Reasoning, 2011

Sets of desirable gambles: Conditioning, representation, and precise probabilities.
Int. J. Approx. Reasoning, 2011

Rough Sets, Coverings and Incomplete Information.
Fundam. Inform., 2011

Inner and outer fuzzy approximations of confidence intervals.
Fuzzy Sets and Systems, 2011

Upper and lower probabilities induced by a fuzzy random variable.
Fuzzy Sets and Systems, 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
Approximations of upper and lower probabilities by measurable selections.
Inf. Sci., 2010

Diagnosis of dyslexia with low quality data with genetic fuzzy systems.
Int. J. Approx. Reasoning, 2010

Independence concepts in evidence theory.
Int. J. Approx. Reasoning, 2010

The Behavioral Meaning of the Median.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Expected Pair-Wise Comparison of the Outcomes of a Fuzzy Random Variable.
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

Peakedness and Generalized Entropy for Continuous Density Functions.
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

Preprocessing vague imbalanced datasets and its use in genetic fuzzy classifiers.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
On the Variability of the Concept of Variance for Fuzzy Random Variables.
IEEE Trans. Fuzzy Systems, 2009

Obtaining linguistic fuzzy rule-based regression models from imprecise data with multiobjective genetic algorithms.
Soft Comput., 2009

Genetic learning of fuzzy rules based on low quality data.
Fuzzy Sets and Systems, 2009

Extending a simple genetic cooperative-competitive learning fuzzy classifier to low quality datasets.
Evolutionary Intelligence, 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

GFS-Based Analysis of Vague Databases in High Performance Athletics.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

A Minimum-Risk Genetic Fuzzy Classifier Based on Low Quality Data.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

A Baseline Learning Genetic Fuzzy Classifier Based on Low Quality Data.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Upper Probabilities Attainable by Distributions of Measurable Selections.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

2008
An Axiomatic Definition of Fuzzy Divergence Measures.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2008

Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data.
Int. J. Approx. Reasoning, 2008

Higher order models for fuzzy random variables.
Fuzzy Sets and Systems, 2008

Defuzzification of Fuzzy p-Values.
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
Advocating the Use of Imprecisely Observed Data in Genetic Fuzzy Systems.
IEEE Trans. Fuzzy Systems, 2007

Joint propagation of probability and possibility in risk analysis: Towards a formal framework.
Int. J. Approx. Reasoning, 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
Random intervals as a model for imprecise information.
Fuzzy Sets and Systems, 2005

Probabilities of Events Induced by Fuzzy Random Variables.
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
A random set characterization of possibility measures.
Inf. Sci., 2004

Imprecise distribution function associated to a random set.
Inf. Sci., 2004

2003
Fuzzy delta-varepsilon-partitions.
Inf. Sci., 2003

Extreme points of credal sets generated by 2-alternating capacities.
Int. J. Approx. Reasoning, 2003

Study of the Probabilistic Information of a Random Set.
Proceedings of the ISIPTA '03, 2003

2002
Relationships Between Possibility Measures and Nested Random Sets.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2002

Divergence measure between fuzzy sets.
Int. J. Approx. Reasoning, 2002

Stochastic convergence, uniform integrability and convergence in mean on fuzzy measure spaces.
Fuzzy Sets and Systems, 2002

2001
Combining GP operators with SA search to evolve fuzzy rule based classifiers.
Inf. Sci., 2001

The Necessity of the Strong a-Cuts of a Fuzzy Set.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2001

One-to-one correspondences between [epsiv]-partitions, (1-[epsiv])-equivalences and [epsiv]-pseudometrics.
Fuzzy Sets and Systems, 2001

1999
Examples of Independence for Imprecise Probabilities.
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
Clasificación y selección de características mediante algoritmos GA-P.
Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 1998


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