Javier Fernández

Orcid: 0000-0003-4427-3935

Affiliations:
  • Public University of Navarra, Department of Automatica y Computacion, Pamplona, Spain


According to our database1, Javier Fernández authored at least 163 papers between 2003 and 2024.

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Bibliography

2024
The alpha-ordering for a wide class of fuzzy sets of the real line: the particular case of fuzzy numbers.
Comput. Appl. Math., February, 2024

Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface.
Pattern Recognit., January, 2024

Construction methods of fuzzy implications on bounded posets.
Int. J. Approx. Reason., January, 2024

A study on the suitability of different pooling operators for Convolutional Neural Networks in the prediction of COVID-19 through chest x-ray image analysis.
Expert Syst. Appl., January, 2024

2023
Degree of totalness: How to choose the best admissible permutation for vector fuzzy integration.
Fuzzy Sets Syst., August, 2023

Some Construction Methods for Pseudo-Overlaps and Pseudo-Groupings and Their Application in Group Decision Making.
Axioms, June, 2023

Type-$(2,k)$ Overlap Indices.
IEEE Trans. Fuzzy Syst., March, 2023

On Fuzzy Implications Derived from General Overlap Functions and Their Relation to Other Classes.
Axioms, January, 2023

$dC_{F}$-Integrals: Generalizing C$_{F}$-Integrals by Means of Restricted Dissimilarity Functions.
IEEE Trans. Fuzzy Syst., 2023

From Restricted Equivalence Functions on $L^{n}$ to Similarity Measures Between Fuzzy Multisets.
IEEE Trans. Fuzzy Syst., 2023

VCI-LSTM: Vector Choquet Integral-Based Long Short-Term Memory.
IEEE Trans. Fuzzy Syst., 2023

2022
Abstract Homogeneous Functions and Consistently Influenced/Disturbed Multi-Expert Decision Making.
IEEE Trans. Fuzzy Syst., 2022

Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain-Computer Interface.
IEEE Trans. Fuzzy Syst., 2022

Aggregation of Individual Rankings Through Fusion Functions: Criticism and Optimality Analysis.
IEEE Trans. Fuzzy Syst., 2022

N-Dimensional Admissibly Ordered Interval-Valued Overlap Functions and Its Influence in Interval-Valued Fuzzy-Rule-Based Classification Systems.
IEEE Trans. Fuzzy Syst., 2022

Motor-Imagery-Based Brain-Computer Interface Using Signal Derivation and Aggregation Functions.
IEEE Trans. Cybern., 2022

A methodology for controlling the information quality in interval-valued fusion processes: Theory and application.
Knowl. Based Syst., 2022

A constructive framework to define fusion functions with floating domains in arbitrary closed real intervals.
Inf. Sci., 2022

ℱ-homogeneous functions and a generalization of directional monotonicity.
Int. J. Intell. Syst., 2022

A generalization of the Sugeno integral to aggregate interval-valued data: An application to brain computer interface and social network analysis.
Fuzzy Sets Syst., 2022

On some classes of nullnorms and <i>h</i>-pseudo homogeneity.
Fuzzy Sets Syst., 2022

Pseudo Overlap Functions, Fuzzy Implications and Pseudo Grouping Functions with Applications.
Axioms, 2022

Negations and dual aggregation functions on arbitrary closed real intervals.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
The Evolution of the Notion of Overlap Functions.
Proceedings of the Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications, 2021

The Null Space of Fuzzy Inclusion Measures.
IEEE Trans. Fuzzy Syst., 2021

Sugeno integral generalization applied to improve adaptive image binarization.
Inf. Fusion, 2021

Axiomatization and construction of orness measures for aggregation functions.
Int. J. Intell. Syst., 2021

Interval-valued equivalence measures respecting uncertainty in image processing.
Int. J. Intell. Syst., 2021

Affine construction methodology of aggregation functions.
Fuzzy Sets Syst., 2021

Ordered directional monotonicity in the construction of edge detectors.
Fuzzy Sets Syst., 2021

d-Choquet integrals: Choquet integrals based on dissimilarities.
Fuzzy Sets Syst., 2021

Gated Local Adaptive Binarization using supervised learning.
Proceedings of WILF 2021, 2021

Fuzzy sets complement-based Gated Recurrent Unit.
Proceedings of WILF 2021, 2021


2020
A Generalization of the Choquet Integral Defined in Terms of the Möbius Transform.
IEEE Trans. Fuzzy Syst., 2020

Generalized decomposition integral.
Inf. Sci., 2020

The state-of-art of the generalizations of the Choquet integral: From aggregation and pre-aggregation to ordered directionally monotone functions.
Inf. Fusion, 2020

Interval Subsethood Measures with Respect to Uncertainty for the Interval-Valued Fuzzy Setting.
Int. J. Comput. Intell. Syst., 2020

On some classes of directionally monotone functions.
Fuzzy Sets Syst., 2020

Similarity between interval-valued fuzzy sets taking into account the width of the intervals and admissible orders.
Fuzzy Sets Syst., 2020

Adaptive binarization based on fuzzy integrals.
CoRR, 2020

General Grouping Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Dissimilarity Based Choquet Integrals.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

A proposal of the notions of ordered and strengthened ordered directional monotonicity for interval-valued functions based on admissible orders.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

General local properties of fuzzy relations and fuzzy multisets used to an algorithm for group decision making.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals Named C<sub>F<sub>1</sub>F<sub>2</sub></sub>-Integrals.
IEEE Trans. Fuzzy Syst., 2019

Mixture functions and their monotonicity.
Inf. Sci., 2019

The law of <i>O</i>-conditionality for fuzzy implications constructed from overlap and grouping functions.
Int. J. Approx. Reason., 2019

Multimodal Fuzzy Fusion for Enhancing the Motor-Imagery-Based Brain Computer Interface.
IEEE Comput. Intell. Mag., 2019

Restricted Similarity Functions, Distances and Entropies with Intervals Using Total Orders.
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2019

Local Properties of Strengthened Ordered Directional and Other Forms of Monotonicity.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

A New Axiomatic Approach to Interval-Valued Entropy.
Proceedings of the Fuzzy Techniques: Theory and Applications, 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

Interval-valued pre-aggregation functions: a study of directional monotonicity of interval-valued functions.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Equivalence measures for Atanassov intuitionistic fuzzy setting used to algorithm of image processing.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

On D-implications derived by grouping functions.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Interval-Valued E<sub>N</sub>-functions and Similarity Measures.
Proceedings of the New Trends in Aggregation Theory, 2019

On Some Generalizations of the Choquet Integral.
Proceedings of the New Trends in Aggregation Theory, 2019

2018
Interval-valued fuzzy strong S-subsethood measures, interval-entropy and P-interval-entropy.
Inf. Sci., 2018

Dualities in the class of extended Boolean functions.
Fuzzy Sets Syst., 2018

Two novel methodologies for considering aggregation functions by implicit equations and minimization problems.
Eur. J. Oper. Res., 2018

Introduction to Special Issue: New Trends in Fuzzy Set Theory and Related Items.
Axioms, 2018

Consensus Image Feature Extraction with Ordered Directionally Monotone Functions.
Proceedings of the Fuzzy Information Processing, 2018

Using the Choquet Integral in the Pooling Layer in Deep Learning Networks.
Proceedings of the Fuzzy Information Processing, 2018

T-Overlap Functions: A Generalization of Bivariate Overlap Functions by t-Norms.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Image Feature Extraction Using OD-Monotone Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017
OWA Operators and Choquet Integrals in the Interval-Valued Setting.
Proceedings of the Granular, Soft and Fuzzy Approaches for Intelligent Systems, 2017

N-Reciprocity Property for Interval-Valued Fuzzy Relations with an Application to Group Decision Making Problems in Social Networks.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017

A decision tree based approach with sampling techniques to predict the survival status of poly-trauma patients.
Int. J. Comput. Intell. Syst., 2017

Interval-valued implications and interval-valued strong equality index with admissible orders.
Int. J. Approx. Reason., 2017

Generalized interval-valued OWA operators with interval weights derived from interval-valued overlap functions.
Int. J. Approx. Reason., 2017

A new survival status prediction system for severe trauma patients based on a multiple classifier system.
Comput. Methods Programs Biomed., 2017

Pseudo strong equality indices for interval-valued fuzzy sets with respect to admissible orders.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Hyperspectrum comparison using similarity measures.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Image inpainting using colour and gradient features.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

New results on pre-aggregation functions: Introducing (light) pre-t-norms.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

A Study on the Cardinality of Ordered Average Pooling in Visual Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

About directionally monotone and pre-aggregation functions.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Analyzing the behavior of a CC-integral in a Fuzzy Rule-Based Classification System.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

On the definition of the concept of pre-t-conorms.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A Gravitational Approach to Image Smoothing.
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

A New Extension of Monotonicity: Ordered Directional Monotonicity.
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

Construction of Capacities from Overlap Indexes.
Proceedings of the Fuzzy Sets, Rough Sets, Multisets and Clustering, 2017

Penalty Function in Optimization Problems: A Review of Recent Developments.
Proceedings of the Soft Computing Based Optimization and Decision Models, 2017

Directional and Ordered Directional Monotonicity of Mixture Functions.
Proceedings of the Aggregation Functions in Theory and in Practice, 2017

A Generalization of the Gravitational Search Algorithm.
Proceedings of the Aggregation Functions in Theory and in Practice, 2017

2016
The Notions of Overlap and Grouping Functions.
Proceedings of the On Logical, Algebraic, and Probabilistic Aspects of Fuzzy Set Theory, 2016

A Historical Account of Types of Fuzzy Sets and Their Relationships.
IEEE Trans. Fuzzy Syst., 2016

Unbalanced interval-valued OWA operators.
Prog. Artif. Intell., 2016

Paired structures in knowledge representation.
Knowl. Based Syst., 2016

Intuitionistic fuzzy integrals based on Archimedean t-conorms and t-norms.
Inf. Sci., 2016

Construction of admissible linear orders for interval-valued Atanassov intuitionistic fuzzy sets with an application to decision making.
Inf. Fusion, 2016

Similarity Measures for Radial Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

A bilateral schema for interval-valued image differentiation.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

A Survey of Atanassov's Intuitionistic Fuzzy Relations.
Proceedings of the Fuzzy Logic and Information Fusion, 2016

2015
From Trillas' Negations and Antonyms to a Set Representation of Contradiction Within Bipolar and Other Extensions of Fuzzy Sets.
Proceedings of the Accuracy and Fuzziness. A Life in Science and Politics, 2015

The Origin of Fuzzy Extensions.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Toward a Wider View on Their Relationship.
IEEE Trans. Fuzzy Syst., 2015

Theta-Fuzzy Associative Memories (Theta-FAMs).
IEEE Trans. Fuzzy Syst., 2015

Special issue on aggregation functions at AGOP 2013 and EUSFLAT 2013.
Fuzzy Sets Syst., 2015

Construction of image reduction operators using averaging aggregation functions.
Fuzzy Sets Syst., 2015

Upper bounding overlaps by groupings.
Fuzzy Sets Syst., 2015

Directional monotonicity of fusion functions.
Eur. J. Oper. Res., 2015

Operators on intuitionistic fuzzy relations.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Semi-properties of Atanassov Intuitionistic Fuzzy Relations.
Proceedings of the Novel Developments in Uncertainty Representation and Processing - Advances in Intuitionistic Fuzzy Sets and Generalized Nets, 2015

Interval-valued fuzzy clustering.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Generation of Interval-Valued Fuzzy Negations from Trillas' Theorem. The Case of Interval Type-2 Fuzzy Sets.
Proceedings of the Enric Trillas: A Passion for Fuzzy Sets, 2015

Construction of Admissible Orders for Intervals.
Proceedings of the 8th International Summer School on Aggregation Operators (AGOP 2015), 2015

2014
Strong Fuzzy Subsethood Measures and Strong Equalities Via Implication Functions.
J. Multiple Valued Log. Soft Comput., 2014

Construction of interval-valued fuzzy preference relations from ignorance functions and fuzzy preference relations. Application to decision making.
Knowl. Based Syst., 2014

A new way to extend t-norms, t-conorms and negations.
Fuzzy Sets Syst., 2014

On the extension of lattice-valued implications via retractions.
Fuzzy Sets Syst., 2014

Fusion Functions and Directional Monotonicity.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

2013
Construction of Interval Type-2 Fuzzy Sets From Fuzzy Sets: Methods and Applications.
Proceedings of the Advances in Type-2 Fuzzy Sets and Systems - Theory and Applications, 2013

Interval Type-2 Fuzzy Sets Constructed From Several Membership Functions: Application to the Fuzzy Thresholding Algorithm.
IEEE Trans. Fuzzy Syst., 2013

Construction of strong equality index from implication operators.
Fuzzy Sets Syst., 2013

Generation of linear orders for intervals by means of aggregation functions.
Fuzzy Sets Syst., 2013

Aggregation Functions: Introduction to Special Issue.
Fuzzy Sets Syst., 2013

Image segmentation using Atanassov's intuitionistic fuzzy sets.
Expert Syst. Appl., 2013

Using the Choquet Integral in the Fuzzy Reasoning Method of Fuzzy Rule-Based Classification Systems.
Axioms, 2013

On the use of restricted dissimilarity and dissimilarity-like functions for defining penalty functions.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Upper Bounding Overlaps by Groupings.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013

2012
Aggregation for Atanassov's Intuitionistic and Interval Valued Fuzzy Sets: The Median Operator.
IEEE Trans. Fuzzy Syst., 2012

A generalization of the migrativity property of aggregation functions.
Inf. Sci., 2012

Generation of Interval-Valued Intuitionistic Fuzzy Implications from K-Operators, Fuzzy Implications and Fuzzy Coimplications.
Proceedings of the Advances on Computational Intelligence, 2012

Negations Generated by Bounded Lattices t-Norms.
Proceedings of the Advances in Computational Intelligence, 2012

2011
The Need to Use Fuzzy Extensions in Fuzzy Thresholding Algorithms.
Proceedings of the 35 Years of Fuzzy Set Theory, 2011

Interval-Valued Fuzzy Sets Applied to Stereo Matching of Color Images.
IEEE Trans. Image Process., 2011

Generalized Atanassov's Intuitionistic Fuzzy Index: Construction of Atanassov's Fuzzy Entropy from Fuzzy Implication Operators.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

The median and its extensions.
Fuzzy Sets Syst., 2011

Representing images by means of interval-valued fuzzy sets. Application to stereo matching.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

Brain MRI thresholding using incomparability and overlap functions.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Generation of fuzzy edge images using trapezoidal membership functions.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Restricted dissimilarity functions and penalty functions.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

Multicriteria Decision Making by Means of Interval-Valued Choquet Integrals.
Proceedings of the Eurofuse 2011, 2011

A Characterization Theorem for t-Representable n-Dimensional Triangular Norms.
Proceedings of the Eurofuse 2011, 2011

Interval-Valued Fuzzy Sets for Color Image Super-Resolution.
Proceedings of the Advances in Artificial Intelligence, 2011

2010
Construction of interval-valued fuzzy entropy invariant by translations and scalings.
Soft Comput., 2010

Comment on: "Image thresholding using type II fuzzy sets". Importance of this method.
Pattern Recognit., 2010

A gravitational approach to edge detection based on triangular norms.
Pattern Recognit., 2010

Contrast of a fuzzy relation.
Inf. Sci., 2010

On the alpha-migrativity of semicopulas, quasi-copulas, and copulas.
Inf. Sci., 2010

Ignorance functions. An application to the calculation of the threshold in prostate ultrasound images.
Fuzzy Sets Syst., 2010

Atanassov's Intuitionistic Contractive Fuzzy Negations.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Some Averaging Functions in Image Reduction.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Image reduction with local reduction operators.
Proceedings of the FUZZ-IEEE 2010, 2010

On the use of quasi-arithmetic means for the generation of edge detection blending functions.
Proceedings of the FUZZ-IEEE 2010, 2010

Interval-valued contractive fuzzy negations.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
A Survey of Applications of the Extensions of Fuzzy Sets to Image Processing.
Proceedings of the Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition, 2009

Interval-valued fuzzy sets constructed from matrices: Application to edge detection.
Fuzzy Sets Syst., 2009

A t-Norm Based Approach to Edge Detection.
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

On the Use of t-Conorms in the Gravity-Based Approach to Edge Detection.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Generalized Atanassov's Intuitionistic Fuzzy Index. Construction Method.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Overlap Index, Overlap Functions and Migrativity.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2005
Scoring and Selecting Terms for Text Categorization.
IEEE Intell. Syst., 2005

2004
Improving performance of text categorization by combining filtering and supportvector machines.
J. Assoc. Inf. Sci. Technol., 2004

Extraction of Document Descriptive Terms with a Linguistic-Based Machine Learning Approach.
Proceedings of the Computational Science, 2004

Text Categorization by a Machine-Learning-Based Term Selection.
Proceedings of the Database and Expert Systems Applications, 15th International Conference, 2004

2003
Text Categorisation Using a Partial-Matching Strategy.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

A Comparison of the Performance of SVM and ARNI on Text Categorization with New Filtering Measures on an Unbalanced Collection.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Measures of Rule Quality for Feature Selection in Text Categorization.
Proceedings of the Advances in Intelligent Data Analysis V, 2003

Clustering and Retrieval of Spanish News Documents Using Self Organizing Maps.
Proceedings of the Working Notes for CLEF 2003 Workshop co-located with the 7th European Conference on Digital Libraries (ECDL 2003), 2003

Experiments with Self Organizing Maps in CLEF 2003.
Proceedings of the Comparative Evaluation of Multilingual Information Access Systems, 2003


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