Humberto Bustince

Orcid: 0000-0002-1279-6195

Affiliations:
  • Public University of Navarra, Department of Automation and Computing


According to our database1, Humberto Bustince authored at least 504 papers between 1995 and 2025.

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Bibliography

2025
Representation of quasi-overlap functions for normal convex fuzzy truth values based on generalized extended overlap functions.
Inf. Sci., 2025

2024
On the admissibility of the alpha-order for fuzzy numbers.
Comput. Appl. Math., September, 2024

Quantifying External Information in Social Network Analysis: An Application to Comparative Mythology.
IEEE Trans. Cybern., June, 2024

ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques.
IEEE Trans. Fuzzy Syst., April, 2024

Probabilistic study of Induced Ordered Linear Fusion Operators for time series forecasting.
Inf. Fusion, March, 2024

Cognitive Consistency in Uncertain and Preference Involved Weights Determination.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., March, 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

A new family of aggregation functions for intervals.
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

Using I-subgroup-based weighted generalized interval t-norms for aggregating basic uncertain information.
Fuzzy Sets Syst., 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

Admissible OWA operators for fuzzy numbers.
Fuzzy Sets Syst., 2024

Reduction of complexity using generators of pseudo-overlap and pseudo-grouping functions.
Fuzzy Sets Syst., 2024

Generalized extended Bonferroni means for isomorphic membership grades.
Fuzzy Sets Syst., 2024

Fuzzy neighborhood Choquet integrals with overlap functions and their applications in attribute reduction.
Expert Syst. Appl., 2024

Non-symmetric over-time pooling using pseudo-grouping functions for convolutional neural networks.
Eng. Appl. Artif. Intell., 2024

On conditional monotonicities of interval-valued functions.
Comput. Appl. Math., 2024

Application of the Sugeno integral in Fuzzy Rule-Based Classification.
Appl. Soft Comput., 2024

A Rule-Based Approach for Interpretable Intensity-Modulated Radiation Therapy Treatment Selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

Grouping Indices: Definition, Properties and Construction Methods.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

Towards Analysing Climate Change Temperature Patterns through Stream Clustering Methods.
Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023
On the notion of fuzzy dispersion measure and its application to triangular fuzzy numbers.
Inf. Fusion, December, 2023

Generalizing max pooling via (a,b)-grouping functions for Convolutional Neural Networks.
Inf. Fusion, November, 2023

A framework for generalized monotonicity of fusion functions.
Inf. Fusion, September, 2023

Directional monotonicity of multidimensional fusion functions with respect to admissible orders.
Fuzzy Sets Syst., September, 2023

Measures of embedding for interval-valued fuzzy sets.
Fuzzy Sets Syst., September, 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

A supervised fuzzy measure learning algorithm for combining classifiers.
Inf. Sci., April, 2023

Bi-polar preference based weights allocation with incomplete fuzzy relations.
Inf. Sci., April, 2023

Systematic Review of Aggregation Functions Applied to Image Edge Detection.
Axioms, April, 2023

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

Interval-valued Atanassov intuitionistic t-norms and t-conorms endowed with the usual or admissible orders.
Comput. Appl. Math., February, 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

The Krypteia ensemble: Designing classifier ensembles using an ancient Spartan military tradition.
Inf. Fusion, 2023

Additively Generated (a,b)-Implication Functions<sup>*</sup>.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

On the Stability of Fuzzy Classifiers to Noise Induction.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Fuzzy Integrals for Edge Detection.
Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

d-CC Integrals: Generalizing CC-Integrals by Restricted Dissimilarity Functions with Applications to Fuzzy-Rule Based Systems.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023

2022
Admissible Orders on Fuzzy Numbers.
IEEE Trans. Fuzzy Syst., 2022

d-XC Integrals: On the Generalization of the Expanded Form of the Choquet Integral by Restricted Dissimilarity Functions and Their Applications.
IEEE Trans. Fuzzy Syst., 2022

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

Extension of Restricted Equivalence Functions and Similarity Measures for Type-2 Fuzzy Sets.
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

Replacing pooling functions in Convolutional Neural Networks by linear combinations of increasing functions.
Neural Networks, 2022

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

Unsymmetrical basic uncertain information with some decision-making methods.
J. Intell. Fuzzy Syst., 2022

Almost aggregations in the gravitational clustering to perform anomaly detection.
Inf. Sci., 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

On admissible total orders for typical hesitant fuzzy consensus measures.
Int. J. Intell. Syst., 2022

Comprehensive Rules-Based and Preferences Induced Weights Allocation in Group Decision-Making with BUI.
Int. J. Comput. Intell. Syst., 2022

Discrete IV <i>d</i><sub><i>G</i></sub>-Choquet integrals with respect to admissible orders.
Fuzzy Sets Syst., 2022

A fuzzy methodology for approaching fuzzy sets of the real line by fuzzy numbers.
Fuzzy Sets 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

Editorial.
Fuzzy Sets Syst., 2022

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

Strong negations and restricted equivalence functions revisited: An analytical and topological approach.
Fuzzy Sets Syst., 2022

Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions.
Fuzzy Sets Syst., 2022

On abstract homogeneous interval-valued functions.
CoRR, 2022

On Monotonicities of Interval Valued Functions.
CoRR, 2022

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

Fuzzy Clustering to Encode Contextual Information in Artistic Image Classification.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

On Construction Methods of (Interval-Valued) General Grouping Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Distance Transformations Based on Ordered Weighted Averaging Operators.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Combinations of Affinity Functions for Different Community Detection Algorithms in Social Networks.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Applying d-XChoquet integrals in classification problems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Constructing Interval-Valued Fuzzy Material Implication Functions derived from General Interval-Valued Grouping Functions.
Proceedings of the IEEE International Conference on Fuzzy Systems, 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

Multidimensional Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2021

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

Some bipolar-preferences-involved aggregation methods for a sequence of OWA weight vectors.
Soft Comput., 2021

A survey on matching strategies for boundary image comparison and evaluation.
Pattern Recognit., 2021

OWA aggregation with dual preferences for basic uncertain information.
J. Intell. Fuzzy Syst., 2021

A fuzzy association rule-based classifier for imbalanced classification problems.
Inf. Sci., 2021

Neuro-inspired edge feature fusion using Choquet integrals.
Inf. Sci., 2021

On the role of distance transformations in Baddeley's Delta Metric.
Inf. Sci., 2021

A fusion method for multi-valued data.
Inf. Fusion, 2021

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

Some Methods for Yager Preference Involved Aggregations in Multi-Criteria and Multi-Sources Evaluation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 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

Strategies on admissible total orders over typical hesitant fuzzy implications applied to decision making problems.
Int. J. Intell. Syst., 2021

GnIOWA operators and some weights allocation methods with their properties.
Int. J. Intell. Syst., 2021

Aggregation functions on <i>n</i>-dimensional ordered vectors equipped with an admissible order and an application in multi-criteria group decision-making.
Int. J. Approx. Reason., 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

The Concept of Semantic Value in Social Network Analysis: an Application to Comparative Mythology.
CoRR, 2021

A cohesion-driven consensus reaching process for large scale group decision making under a hesitant fuzzy linguistic term sets environment.
Comput. Ind. Eng., 2021

A wrapper methodology to learn interval-valued fuzzy rule-based classification systems.
Appl. Soft Comput., 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

General admissibly ordered interval-valued overlap functions.
Proceedings of WILF 2021, 2021


Application and Comparison of CC-Integrals in Business Group Decision Making.
Proceedings of the Enterprise Information Systems - 23rd International Conference, 2021

CC-separation Measure Applied in Business Group Decision Making.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Optimizing a Weighted Moderate Deviation for Motor Imagery Brain Computer Interfaces.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020
CFM-BD: A Distributed Rule Induction Algorithm for Building Compact Fuzzy Models in Big Data Classification Problems.
IEEE Trans. Fuzzy Syst., 2020

A Unified View of Different Axiomatic Measures Defined on $L$-Fuzzy Sets.
IEEE Trans. Fuzzy Syst., 2020

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

A proposal for tuning the α parameter in C<sub>α </sub>C-integrals for application in fuzzy rule-based classification systems.
Nat. Comput., 2020

Some preference involved aggregation models for basic uncertain information using uncertainty transformation.
J. Intell. Fuzzy Syst., 2020

<i>Co-occurrence</i> of deep convolutional features for image search.
Image Vis. Comput., 2020

Generalized decomposition integral.
Inf. Sci., 2020

General interval-valued overlap functions and interval-valued overlap indices.
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

Learning ordered pooling weights in image classification.
Neurocomputing, 2020

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

Weak and directional monotonicity of functions on Riesz spaces to fuse uncertain data.
Fuzzy Sets Syst., 2020

On admissible orders over closed subintervals of [0, 1].
Fuzzy Sets Syst., 2020

Generalized CF1F2-integrals: From Choquet-like aggregation to ordered directionally monotone functions.
Fuzzy Sets 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

Community detection and social network analysis based on the Italian wars of the 15th century.
Future Gener. Comput. Syst., 2020

Co-occurrence of deep convolutional features for image search.
CoRR, 2020

Adaptive binarization based on fuzzy integrals.
CoRR, 2020

FUZZ-EQ: A data equalizer for boosting the discrimination power of fuzzy classifiers.
Appl. Soft Comput., 2020

Unsupervised Fuzzy Measure Learning for Classifier Ensembles From Coalitions Performance.
IEEE Access, 2020

Enhancing the Efficiency of the Interval-Valued Fuzzy Rule-Based Classifier with Tuning and Rule Selection.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 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

Generalizing the GMC-RTOPSIS Method using CT-integral Pre-aggregation Functions.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

An Empirical Study on Supervised and Unsupervised Fuzzy Measure Construction Methods in Highly Imbalanced Classification.
Proceedings of the 29th IEEE International Conference on Fuzzy 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

General Interval-valued Grouping Functions.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

An Alternative to Power Measure for Fuzzy Rule-Based Classification Systems.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

A Fuzzy Reasoning Method Based on Ensembles of Generalizations of the Choquet Integral.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019
The Interval-Valued Choquet Integral Based on Admissible Permutations.
IEEE Trans. Fuzzy Syst., 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

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

Hyperspectral imaging using notions from type-2 fuzzy sets.
Soft Comput., 2019

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

Pointwise directional increasingness and geometric interpretation of directionally monotone functions.
Inf. Sci., 2019

Moderate deviation and restricted equivalence functions for measuring similarity between data.
Inf. Sci., 2019

A Hierarchically ⊥-Decomposable Fuzzy Measure-Based Approach for Fuzzy Rules Aggregation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2019

Nested formulation paradigms for induced ordered weighted averaging aggregation for decision-making and evaluation.
Int. J. Intell. Syst., 2019

Similarity measures, penalty functions, and fuzzy entropy from new fuzzy subsethood measures.
Int. J. Intell. Syst., 2019

Curve-based monotonicity: a generalization of directional monotonicity.
Int. J. Gen. Syst., 2019

Orness for real m-dimensional interval-valued OWA operators and its application to determine a good partition.
Int. J. Gen. Syst., 2019

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

Strengthened ordered directionally monotone functions. Links between the different notions of monotonicity.
Fuzzy Sets Syst., 2019

General overlap functions.
Fuzzy Sets Syst., 2019

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

Combination of features through weighted ensembles for image classification.
Appl. Soft Comput., 2019

Width-Based Interval-Valued Distances and Fuzzy Entropies.
IEEE Access, 2019

An Evolutionary UnderBagging Approach to Tackle the Survival Prediction of Trauma Patients: A Case Study at the Hospital of Navarre.
IEEE Access, 2019

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

On the Influence of Interval Normalization in IVOVO Fuzzy Multi-class Classifier.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

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

The Influence of Induced OWA Operators in a Clustering Method.
Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

Simulating the Behaviour of Choquet-Like (pre) Aggregation Functions for Image Resizing in the Pooling Layer of Deep Learning Networks.
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

Aggregation of Deep Features for Image Retrieval Based on Object Detection.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

On the Influence of Admissible Orders in IVOVO.
Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 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

OWA Operators Based on Admissible Permutations.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

n-Dimensional Interval Uninorms.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Analyzing the performance of different fuzzy measures with generalizations of the Choquet integral in classification problems.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Managing the doubt in fuzzy clustering by means of interval-valued fuzzy sets.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Do we still need fuzzy classifiers for Small Data in the Era of Big Data?
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

On pseudo-homogeneity of t-subnorms.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Aggregation functions based on the Choquet integral applied to image resizing.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

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

Description and Properties of Curve-Based Monotone Functions.
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

Gravitational Clustering Algorithm Generalization by Using an Aggregation of Masses in Newton Law.
Proceedings of the New Trends in Aggregation Theory, 2019

2018
Internal Fusion Functions.
IEEE Trans. Fuzzy Syst., 2018

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

Ordered Directionally Monotone Functions: Justification and Application.
IEEE Trans. Fuzzy Syst., 2018

Negations With Respect to Admissible Orders in the Interval-Valued Fuzzy Set Theory.
IEEE Trans. Fuzzy Syst., 2018

Dynamic ensemble selection for multi-class classification with one-class classifiers.
Pattern Recognit., 2018

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

Application of two different methods for extending lattice-valued restricted equivalence functions used for constructing similarity measures on <i>L</i>-fuzzy sets.
Inf. Sci., 2018

Modifying the gravitational search algorithm: A functional study.
Inf. Sci., 2018

<i>C<sub>F</sub></i>-integrals: A new family of pre-aggregation functions with application to fuzzy rule-based classification systems.
Inf. Sci., 2018

Self-adapting weighted operators for multiscale gradient fusion.
Inf. Fusion, 2018

CHI-PG: A fast prototype generation algorithm for Big Data classification problems.
Neurocomputing, 2018

Convolution lattices.
Fuzzy Sets Syst., 2018

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

CHI-BD: A fuzzy rule-based classification system for Big Data classification problems.
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 via penalty functions for decision making in ensembles in fuzzy rule-based classification systems.
Appl. Soft Comput., 2018

Orness measurements for lattice <i>m</i>-dimensional interval-valued OWA operators.
Appl. Math. Comput., 2018

Directions of directional, ordered directional and strengthened ordered directional increasingness of linear and ordered linear fusion operators.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 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

Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models.
Proceedings of the Modeling Decisions for Artificial Intelligence, 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

A Study of Different Families of Fusion Functions for Combining Classifiers in the One-vs-One Strategy.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Strengthened Ordered Directional and Other Generalizations of Monotonicity for Aggregation Functions.
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

Penalty-Based Functions Defined by Pre-aggregation Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

An Approximation to the Problem of Information Fusion in Fuzzy Classification.
Proceedings of the 10th International Joint Conference on Computational Intelligence, 2018

A first approach towards the usage of classifiers' performance to create fuzzy measures for ensembles of classifiers: a case study on highly imbalanced datasets.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Matrix resemblance functions for image comparison.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Applying aggregation and pre-aggregation functions in the classification of grape berries.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

A Preliminary Study of the Feasibility of Global Evolutionary Feature Selection for Big Datasets under Apache Spark.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

On the Usage of the Probability Integral Transform to Reduce the Complexity of Multi-Way Fuzzy Decision Trees in Big Data Classification Problems.
Proceedings of the 2018 IEEE International Congress on Big Data, 2018

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

Type-2 Fuzzy Entropy Sets.
IEEE Trans. Fuzzy Syst., 2017

Baddeley's Delta metric for local contrast computation in hyperspectral imagery.
Prog. Artif. Intell., 2017

CC-integrals: Choquet-like Copula-based aggregation functions and its application in fuzzy rule-based classification systems.
Knowl. Based Syst., 2017

An algorithm for group decision making using n-dimensional fuzzy sets, admissible orders and OWA operators.
Inf. Fusion, 2017

NMC: nearest matrix classification - A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem.
Inf. Fusion, 2017

Some Characterizations of Lattice OWA Operators.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017

Fuzzy Mathematical Models for Computer Science and Decision Making.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 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

Linking Mathematical Morphology and <i>L</i>-Fuzzy Concepts.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2017

From quantitative to qualitative orness for lattice OWA operators.
Int. J. Gen. 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

QL-operations and QL-implication functions constructed from tuples (O, G, N) and the generation of fuzzy subsethood and entropy measures.
Int. J. Approx. Reason., 2017

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

On the definition of penalty functions in data aggregation.
Fuzzy Sets Syst., 2017

Aggregation functions: Theory and applications, Part II.
Fuzzy Sets Syst., 2017

Aggregation functions: Theory and applications, part I.
Fuzzy Sets Syst., 2017

Forest fire detection: A fuzzy system approach based on overlap indices.
Appl. Soft Comput., 2017

Generalizing an interval-valued image magnification algorithm using homogeneity measures and interval fusion functions.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 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

IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems.
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

Plenary talk 1: Pre-aggregation functions: Theory and applications in classification and image processing.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

A Preliminary Approach to Semi-supervised Learning in Convolutional Neural Networks Applying "Sleep-Wake" Cycles.
Proceedings of the Neural Information Processing - 24th International Conference, 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

Some properties and construction methods for ordered directionally monotone functions.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Penalty functions constructed from QL subsethood measures.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A construction method of internal functions.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Use of OWA operators for feature aggregation in image classification.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 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

Adding fuzzy color information for image classification.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A global distributed approach to the Chi et al. fuzzy rule-based classification system for big data classification problems.
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

Edge Detection Based on Ordered Directionally Monotone Functions.
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

Optimized Fuzzy Transform for Image Compression.
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

Convolution on Bounded Lattices.
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 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

Analyzing the Behavior of Aggregation and Pre-aggregation Functions in Fuzzy Rule-Based Classification Systems with Data Complexity Measures.
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

Gradient Fusion Operators for Vector-Valued Image Processing.
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

Fuzzy Edge Detection on Hyperspectral Images Using Upper and Lower Operators.
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

Two-step Algorithm for Image Inpainting.
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

A first attempt on global evolutionary undersampling for imbalanced big data.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Pre-Aggregations, Ordered Directionally Monotone Functions, and Their Application to Image Processing.
Proceedings of the Recent Advances in Artificial Intelligence Research and Development, 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

CMin-Integral: A Choquet-Like Aggregation Function Based on the Minimum t-Norm for Applications to Fuzzy Rule-Based Classification Systems.
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 Practical Guide to Averaging Functions
Studies in Fuzziness and Soft Computing 329, Springer, ISBN: 978-3-319-24753-3, 2016

Separability Criteria for the Evaluation of Boundary Detection Benchmarks.
IEEE Trans. Image Process., 2016

Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships.
IEEE Trans. Fuzzy Syst., 2016

Interval-Valued Atanassov Intuitionistic OWA Aggregations Using Admissible Linear Orders and Their Application to Decision Making.
IEEE Trans. Fuzzy Syst., 2016

Comments on "Interval Type-2 Fuzzy Sets are Generalization of Interval-Valued Fuzzy Sets: Towards a Wide View on Their Relationship".
IEEE Trans. Fuzzy Syst., 2016

Preaggregation Functions: Construction and an Application.
IEEE Trans. Fuzzy Syst., 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

Twofold consensus for boundary detection ground truth.
Knowl. Based Syst., 2016

Generalized quasi-metric on strings.
Inf. Sci., 2016

A review of the relationships between implication, negation and aggregation functions from the point of view of material implication.
Inf. Sci., 2016

Applications of finite interval-valued hesitant fuzzy preference relations in group decision making.
Inf. Sci., 2016

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

Ordering-based pruning for improving the performance of ensembles of classifiers in the framework of imbalanced datasets.
Inf. Sci., 2016

Composition of interval-valued fuzzy relations using aggregation functions.
Inf. Sci., 2016

Fuzzy Rule-Based Classification Systems for multi-class problems using binary decomposition strategies: On the influence of n-dimensional overlap functions in the Fuzzy Reasoning Method.
Inf. Sci., 2016

An interval extension of homogeneous and pseudo-homogeneous t-norms and t-conorms.
Inf. Sci., 2016

Evolution in time of L-fuzzy context sequences.
Inf. Sci., 2016

A position and perspective analysis of hesitant fuzzy sets on information fusion in decision making. Towards high quality progress.
Inf. Fusion, 2016

Quantitative orness for lattice OWA operators.
Inf. Fusion, 2016

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

Enhancing evolutionary fuzzy systems for multi-class problems: Distance-based relative competence weighting with truncated confidences (DRCW-TC).
Int. J. Approx. Reason., 2016

Capacities and overlap indexes with an application in fuzzy rule-based classification systems.
Fuzzy Sets Syst., 2016

n-Dimensional overlap functions.
Fuzzy Sets Syst., 2016

On additive generators of overlap functions.
Fuzzy Sets Syst., 2016

Fusion functions based discrete Choquet-like integrals.
Eur. J. Oper. Res., 2016

A framework for radial data comparison and its application to fingerprint analysis.
Appl. Soft Comput., 2016

About the Use of Admissible Order for Defining Implication Operators.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2016

On the Use of Lattice OWA Operators in Image Reduction and the Importance of the Orness Measure.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Unbalanced OWA Operators for Atanassov Intuitionistic Fuzzy Sets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

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

On n-dimensional strict fuzzy negations.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

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

Optimization of Chi-FRBCS-BigDataCS Fuzzy Rule-Based Classification System.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Pre-aggregation functions: Definition, properties and construction methods.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Evolutionary undersampling for extremely imbalanced big data classification under apache spark.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Proposal for Tuning the Alpha Parameter in a Copula Function Applied in Fuzzy Rule-Based Classification Systems.
Proceedings of the 5th Brazilian Conference on Intelligent 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

Doctor Honoris Causa for Enric Trillas by the Universidad Pública de Navarra.
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

A Compact Evolutionary Interval-Valued Fuzzy Rule-Based Classification System for the Modeling and Prediction of Real-World Financial Applications With Imbalanced Data.
IEEE Trans. Fuzzy Syst., 2015

Definite Integrals of Atanassov's Intuitionistic Fuzzy Information.
IEEE Trans. Fuzzy Syst., 2015

Overlap Indices: Construction of and Application to Interpolative Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2015

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

Enhancing Multiclass Classification in FARC-HD Fuzzy Classifier: On the Synergy Between $n$-Dimensional Overlap Functions and Decomposition Strategies.
IEEE Trans. Fuzzy Syst., 2015

The Notion of Weak-Contradiction: Definition and Measures.
IEEE Trans. Fuzzy Syst., 2015

An entropy measure definition for finite interval-valued hesitant fuzzy sets.
Knowl. Based Syst., 2015

Optical images-based edge detection in Synthetic Aperture Radar images.
Knowl. Based Syst., 2015

A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal.
Knowl. Based Syst., 2015

A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models.
Knowl. Based Syst., 2015

Ordering finitely generated sets and finite interval-valued hesitant fuzzy sets.
Inf. Sci., 2015

A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation.
Inf. Sci., 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

Decision making with an interval-valued fuzzy preference relation and admissible orders.
Appl. Soft Comput., 2015

The Notion of Pre-aggregation Function.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2015

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

A family of Choquet-based non-associative aggregation functions for application in fuzzy rule-based classification systems.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

On the impact of Distance-based Relative Competence Weighting approach in One-vs-One classification for Evolutionary Fuzzy Systems: DRCW-FH-GBML algorithm.
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

Weighted Average Operators Generated by n-dimensional Overlaps and an Application in Decision.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Construction of Typical Hesitant Triangular Norms regarding Xu-Xia-partial Order.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Applying Two Different Methods to Extend Restricted Dissimilarity Functions.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 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

Some properties of lattice OWA operators and their importance in image processing.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Construction of admissible linear orders for pairs of intervals.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Gradient extraction operators for discrete interval-valued 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

Improving Pairwise Learning Classification in Fuzzy Rule Based Classification Systems Using Dynamic Classifier Selection.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Study of n-dimensional overlap functions in Fuzzy Rule-Based Classification Systems.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

On interval pseudo-homogeneous uninorms.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

New Ordering-Based Pruning Metrics for Ensembles of Classifiers in Imbalanced Datasets.
Proceedings of the 9th International Conference on Computer Recognition Systems CORES 2015, 2015

Evolutionary undersampling for imbalanced big data classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 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

Analyzing Subdistributivity and Superdistributivity on Overlap and Grouping Functions.
Proceedings of the 8th International Summer School on Aggregation Operators (AGOP 2015), 2015

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

On Internal Operators and Multivariate Aggregation Functions.
Proceedings of the 8th International Summer School on Aggregation Operators (AGOP 2015), 2015

2014
New measures of homogeneity for image processing: an application to fingerprint segmentation.
Soft Comput., 2014

On the impact of anisotropic diffusion on edge detection.
Pattern Recognit., 2014

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

Consensus image method for unknown noise removal.
Knowl. Based Syst., 2014

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

Multichannel generalization of the Upper-Lower Edge Detector using ordered weighted averaging operators.
J. Intell. Fuzzy Syst., 2014

Segmentation of color images using a linguistic 2-tuples model.
Inf. Sci., 2014

Bimigrativity of binary aggregation functions.
Inf. Sci., 2014

A framework for edge detection based on relief functions.
Inf. Sci., 2014

Aggregation functions for typical hesitant fuzzy elements and the action of automorphisms.
Inf. Sci., 2014

Consensus in multi-expert decision making problems using penalty functions defined over a Cartesian product of lattices.
Inf. Fusion, 2014

Typical Hesitant Fuzzy Negations.
Int. J. Intell. Syst., 2014

Some properties of implications via aggregation functions and overlap functions.
Int. J. Comput. Intell. Syst., 2014

Medical diagnosis of cardiovascular diseases using an interval-valued fuzzy rule-based classification system.
Appl. Soft Comput., 2014

Clustering Based on a Mixture of Fuzzy Models Approach.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

On Additive Generators of Grouping Functions.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

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

A preliminary study on fingerprint classification using fuzzy rule-based classification systems.
Proceedings of the IEEE International Conference on Fuzzy 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

IVTURS: A Linguistic Fuzzy Rule-Based Classification System Based On a New Interval-Valued Fuzzy Reasoning Method With Tuning and Rule Selection.
IEEE Trans. Fuzzy Syst., 2013

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

A New Approach to Interval-Valued Choquet Integrals and the Problem of Ordering in Interval-Valued Fuzzy Set Applications.
IEEE Trans. Fuzzy Syst., 2013

Quantitative error measures for edge detection.
Pattern Recognit., 2013

Dynamic classifier selection for One-vs-One strategy: Avoiding non-competent classifiers.
Pattern Recognit., 2013

Multiscale edge detection based on Gaussian smoothing and edge tracking.
Knowl. Based Syst., 2013

Topological interpretations of fuzzy subsets. A unified approach for fuzzy thresholding algorithms.
Knowl. Based Syst., 2013

Uncertainties with Atanassov's intuitionistic fuzzy sets: Fuzziness and lack of knowledge.
Inf. Sci., 2013

New results on overlap and grouping functions.
Inf. Sci., 2013

A generalization of the Perona-Malik anisotropic diffusion method using restricted dissimilarity functions.
Int. J. Comput. Intell. 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

Some properties of overlap and grouping functions and their application to image thresholding.
Fuzzy Sets Syst., 2013

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

Generalization of the weighted voting method using penalty functions constructed via faithful restricted dissimilarity functions.
Eur. J. Oper. Res., 2013

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

Construction of weak homogeneity from interval homogeneity. Application to image segmentation.
Proceedings of the FUZZ-IEEE 2013, 2013

A measure of contradiction based on the notion of N-weak-contradiction.
Proceedings of the FUZZ-IEEE 2013, 2013

Convex combination of grouping functions for image thresholding. Selection of weighting vectors.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

A new fuzzy reasoning method based on the use of the Choquet integral.
Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 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

Fuzzy Sets and Their Extensions: Leitmotiv of the Research Group of Artificial Intelligence and Approximate Reasoning (GIARA).
Proceedings of the On Fuzziness - A Homage to Lotfi A. Zadeh - Volume 1, 2013

Image Reduction Operators as Aggregation Functions: Fuzzy Transform and Undersampling.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013

A Generalization of a Characterization Theorem of Restricted Equivalence Functions.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013

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

A Preliminary Study of the Usage of Similarity Measures to Detect Singular Points in Fingerprint Images.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013

2012
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches.
IEEE Trans. Syst. Man Cybern. Part C, 2012

Image Reduction Using Means on Discrete Product Lattices.
IEEE Trans. Image Process., 2012

Grouping, Overlap, and Generalized Bientropic Functions for Fuzzy Modeling of Pairwise Comparisons.
IEEE Trans. Fuzzy Syst., 2012

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

Extending the upper-lower edge detector by means of directional masks and OWA operators.
Prog. Artif. Intell., 2012

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

A class of fuzzy multisets with a fixed number of memberships.
Inf. Sci., 2012

Aggregation functions and contradictory information.
Fuzzy Sets Syst., 2012

An alternative to fuzzy methods in decision-making problems.
Expert Syst. Appl., 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

Two Methods for Image Compression/Reconstruction Using OWA Operators.
Proceedings of the Recent Developments in the Ordered Weighted Averaging Operators: Theory and Practice, 2011

Image Magnification Using Interval Information.
IEEE Trans. Image Process., 2011

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

Construction of Interval-Valued Fuzzy Relations With Application to the Generation of Fuzzy Edge Images.
IEEE Trans. Fuzzy Syst., 2011

An IVFS-based image segmentation methodology for rat gait analysis.
Soft Comput., 2011

An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes.
Pattern Recognit., 2011

On averaging operators for Atanassov's intuitionistic fuzzy sets.
Inf. Sci., 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

A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position.
Int. J. Approx. Reason., 2011

Special issue EUROFUSE 2009.
Fuzzy Sets Syst., 2011

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

Generating fuzzy edge images from gradient magnitudes.
Comput. Vis. Image Underst., 2011

A case study on medical diagnosis of cardiovascular diseases using a Genetic Algorithm for Tuning Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

A construction method of interval-valued Fuzzy Sets for image processing.
Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 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

Multiscale edge detection based on the Sobel method.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

On the cooperation of interval-valued fuzzy sets and genetic tuning to improve the performance of fuzzy decision trees.
Proceedings of the FUZZ-IEEE 2011, 2011

Weighted Voting Method Using Atanassov's Intuitionistic Fuzzy Preference Relations and Ignorance Functions.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

One Image Reduction Algorithm for RGB Color Images.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 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

Image Reduction Using Fuzzy Quantifiers.
Proceedings of the Eurofuse 2011, 2011

Edge Detection on Interval-Valued Images.
Proceedings of the Eurofuse 2011, 2011

Color Image Magnification with Interval-Valued Fuzzy Sets.
Proceedings of the Eurofuse 2011, 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

Construction of Interval-Valued Fuzzy Preference Relations Using Ignorance Functions: Interval-Valued Non Dominance Criterion.
Proceedings of the Eurofuse 2011, 2011

Multiscale Extension of the Gravitational Approach to Edge Detection.
Proceedings of the Advances in Artificial Intelligence, 2011

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

2010
Automatic Histogram Threshold Using Fuzzy Measures.
IEEE Trans. Image Process., 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

A class of aggregation functions encompassing two-dimensional OWA operators.
Inf. Sci., 2010

Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning.
Inf. Sci., 2010

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

Interval-valued Fuzzy Sets in Soft Computing.
Int. J. Comput. Intell. Syst., 2010

Ignorance-Based Fuzzy Clustering Algorithm.
Int. J. Comput. Intell. Appl., 2010

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

Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations.
Fuzzy Sets Syst., 2010

A construction method of Atanassov's intuitionistic fuzzy sets for image processing.
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

A-IFSs based iterative thresholding in gait analysis.
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 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

Aggregation of Color Information in Stereo Matching Problem: A Comparison Study.
Proceedings of the Trends in Applied Intelligent Systems, 2010

A-IFSs Entropy Based Image Multi-thresholding.
Proceedings of the Trends in Applied Intelligent Systems, 2010

A genetic algorithm for tuning fuzzy rule-based classification systems with Interval-Valued Fuzzy Sets.
Proceedings of the FUZZ-IEEE 2010, 2010

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

Fuzzy dynamic model for feature tracking.
Proceedings of the FUZZ-IEEE 2010, 2010

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

Design and Development of Online Educational Games based on Questions.
Proceedings of the CSEDU 2010 - Proceedings of the Second International Conference on Computer Supported Education, Valencia, Spain, April 7-10, 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

Migrativity of aggregation functions.
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

Ignorance-Based Fuzzy Clustering Algorithm.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A A-IFSs Based Image Segmentation Methodology for Gait Analysis.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets.
Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 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

Image Reduction with Interval-Valued Fuzzy Sets and OWA Operators.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Colour Image Segmentation using A-IFSs.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Image Threshold Computation by Modelizing Knowledge/Unknowledge by Means of Atanassov's Intuitionistic Fuzzy Sets.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

A Method for Constructing V. Young's Fuzzy Subsethood Measures and Fuzzy Entropies.
Proceedings of the Intelligent Techniques and Tools for Novel System Architectures, 2008

Relationship between restricted dissimilarity functions, restricted equivalence functions and normal E<sub>N</sub>-functions: Image thresholding invariant.
Pattern Recognit. Lett., 2008

Generation of interval-valued fuzzy and atanassov's intuitionistic fuzzy connectives from fuzzy connectives and from <i>K</i><sub>alpha</sub> operators: Laws for conjunctions and disjunctions, amplitude.
Int. J. Intell. Syst., 2008

Uncertainty in multilevel image thresholding using Atanassov's intuitionistic fuzzy sets.
Proceedings of the FUZZ-IEEE 2008, 2008

Laws for conjunctions and disjunctions in interval type 2 fuzzy sets.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Image Thresholding Computation Using Atanassov's Intuitionistic Fuzzy Sets.
J. Adv. Comput. Intell. Intell. Informatics, 2007

Construction of fuzzy indices from fuzzy DI-subsethood measures: Application to the global comparison of images.
Inf. Sci., 2007

Semiautoduality in a restricted family of aggregation operators.
Fuzzy Sets Syst., 2007

On the relevance of some families of fuzzy sets.
Fuzzy Sets Syst., 2007

Image thresholding using restricted equivalence functions and maximizing the measures of similarity.
Fuzzy Sets Syst., 2007

Atanassov's Intuitionistic Fuzzy Sets as a Classification Model.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Image Threshold Using A-IFSs Based on Bounded Histograms.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

Construction of Interval Type 2 Fuzzy Images to Represent Images in Grayscale. False Edges.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Definition and construction of fuzzy DI-subsethood measures.
Inf. Sci., 2006

Weak Fuzzy S-Subsethood Measures: Overlap Index.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006

Restricted equivalence functions.
Fuzzy Sets Syst., 2006

2005
Proximity Functions. Application to Fuzzy Thresholding.
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
Intuitionistic Fuzzy Implication Operators - An Expression And Main Properties.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2004

2003
Automorphisms, negations and implication operators.
Fuzzy Sets Syst., 2003

2002
About Intuitionistic Fuzzy Implication Operators.
Proceedings of the 6th Joint Conference on Information Science, 2002

2001
Perturbation of Intuitionistic Fuzzy Relations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2001

2000
Indicator of inclusion grade for interval-valued fuzzy sets. Application to approximate reasoning based on interval-valued fuzzy sets.
Int. J. Approx. Reason., 2000

Intuitionistic fuzzy generators Application to intuitionistic fuzzy complementation.
Fuzzy Sets Syst., 2000

Mathematical analysis of interval-valued fuzzy relations: Application to approximate reasoning.
Fuzzy Sets Syst., 2000

Construction of intuitionistic fuzzy relations with predetermined properties.
Fuzzy Sets Syst., 2000

1998
Some considerations about a least squares model for fuzzy rules of inference.
Fuzzy Sets Syst., 1998

1996
Research activities in fuzzy set theory and applications at the computation science and artificial intelligence group in Public University of Navarre, Pamplona, Spain.
Fuzzy Sets Syst., 1996

Structures on intuitionistic fuzzy relations.
Fuzzy Sets Syst., 1996

Vague sets are intuitionistic fuzzy sets.
Fuzzy Sets Syst., 1996

Entropy on intuitionistic fuzzy sets and on interval-valued fuzzy sets.
Fuzzy Sets Syst., 1996

Construction theorems for intuitionistic fuzzy sets.
Fuzzy Sets Syst., 1996

1995
Correlation of interval-valued intuitionistic fuzzy sets.
Fuzzy Sets Syst., 1995


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