Raúl Pérez-Fernández

According to our database, Raúl Pérez-Fernández authored at least 54 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Gaussian Markov Random Fields over graphs of paths and high relative accuracy.

Juan Baz, Pedro Alonso, Juan Manuel Peña, Raúl Pérez-Fernández

J. Comput. Appl. Math., 2025

2023

Tests of symmetry based on the bootstrap estimation of the asymptotic variance of a skewness coefficient.

Marina Iturrate-Bobes, Raúl Pérez-Fernández

Inf. Sci., October, 2023

Multivariate OWA functions.

Raúl Pérez-Fernández

Fuzzy Sets Syst., August, 2023

Gaussian Markov Random Fields and totally positive matrices.

Juan Baz, Pedro Alonso, Juan Manuel Peña, Raúl Pérez-Fernández

J. Comput. Appl. Math., 2023

2022

Ordinal classification with a spectrum of information sources.

Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets

Expert Syst. Appl., 2022

On the Role of the Considered Measure in a Quantile-Based Graded Version of Stochastic Dominance.

Raúl Pérez-Fernández, Juan Baz

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Aggregation on a Cartesian Product of Bounded Partially Ordered Sets.

Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

A Characterization of the Property of Orthomonotonicity.

Raúl Pérez-Fernández, Bernard De Baets, Marek Gagolewski, Juan Jesús Salamanca

IEEE Trans. Fuzzy Syst., 2021

Aggregation Theory Revisited.

Raúl Pérez-Fernández, Bernard De Baets

IEEE Trans. Fuzzy Syst., 2021

A comparative study of machine learning methods for ordinal classification with absolute and relative information.

Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets

Knowl. Based Syst., 2021

Distance metric learning for augmenting the method of nearest neighbors for ordinal classification with absolute and relative information.

Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets

Inf. Fusion, 2021

On the aggregation of compositional data.

Raúl Pérez-Fernández, Marek Gagolewski, Bernard De Baets

Inf. Fusion, 2021

Axiomatization and construction of orness measures for aggregation functions.

Raúl Pérez-Fernández, Gustavo Ochoa, Susana Montes, Irene Díaz, Javier Fernández, Daniel Paternain, Humberto Bustince

Int. J. Intell. Syst., 2021

On an order-based multivariate median.

Raúl Pérez-Fernández

Fuzzy Sets Syst., 2021

2020

An Inherent Difficulty in the Aggregation of Multidimensional Data.

Marek Gagolewski, Raúl Pérez-Fernández, Bernard De Baets

IEEE Trans. Fuzzy Syst., 2020

Fusing absolute and relative information for augmenting the method of nearest neighbors for ordinal classification.

Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets

Inf. Fusion, 2020

On the construction of fuzzy betweenness relations from metrics.

Hua-Peng Zhang, Raúl Pérez-Fernández, Bernard De Baets

Fuzzy Sets Syst., 2020

Fuzzy betweenness relations and their connection with fuzzy order relations.

Hua-Peng Zhang, Raúl Pérez-Fernández, Bernard De Baets

Fuzzy Sets Syst., 2020

A correspondence between voting procedures and stochastic orderings.

Ignacio Montes, Michaël Rademaker, Raúl Pérez-Fernández, Bernard De Baets

Eur. J. Oper. Res., 2020

Combining Absolute and Relative Information with Frequency Distributions for Ordinal Classification.

Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

An Undesirable Behaviour of a Recent Extension of OWA Operators to the Setting of Multidimensional Data.

Raúl Pérez-Fernández

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

The Borda Count as a Tool for Reducing the Influence of the Distance Function on kmeans.

Noelia Rico, Raúl Pérez-Fernández, Irene Díaz

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

On the Identification of Critical Questions in the PISA for Schools Program.

Noelia Rico, Pedro Alonso, Laura Muñiz-Rodríguez, Raúl Pérez-Fernández, Luis J. Rodríguez-Muñiz, Irene Díaz

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2019

On the Role of Monometrics in Penalty-Based Data Aggregation.

Raúl Pérez-Fernández, Bernard De Baets

IEEE Trans. Fuzzy Syst., 2019

Integrating expert and novice evaluations for augmenting ordinal regression models.

Marc Sader, Jan Verwaeren, Raúl Pérez-Fernández, Bernard De Baets

Inf. Fusion, 2019

A taxonomy of monotonicity properties for the aggregation of multidimensional data.

Raúl Pérez-Fernández, Bernard De Baets, Marek Gagolewski

Inf. Fusion, 2019

The acclamation consensus state and an associated ranking rule.

Raúl Pérez-Fernández, Bernard De Baets

Int. J. Intell. Syst., 2019

The Dominance, Covering and Supercovering Relations in the Context of Multiple Partially Specified Reciprocal Relations.

Raúl Pérez-Fernández, Irene Díaz, Susana Montes, Bernard De Baets

Proceedings of the Fuzzy Techniques: Theory and Applications, 2019

Incorporating ranking rules into k nearest neighbours.

Noelia Rico, Raúl Pérez-Fernández, Irene Díaz

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A preliminary inquiry into the aggregation of compositional data.

Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

Machine Learning Methods for Ordinal Classification with Additional Relative Information.

Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

Penalty-Based Aggregation of Strings.

Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the New Trends in Aggregation Theory, 2019

2018

The supercovering relation, the pairwise winner, and more missing links between Borda and Condorcet.

Raúl Pérez-Fernández, Bernard De Baets

Soc. Choice Welf., 2018

Joint consensus evaluation of multiple objects on an ordinal scale: An approach driven by monotonicity.

Raúl Pérez-Fernández, Marc Sader, Bernard De Baets

Inf. Fusion, 2018

Clonal sets of a binary relation.

Lemnaouar Zedam, Raúl Pérez-Fernández, Hassane Bouremel, Bernard De Baets

Int. J. Gen. Syst., 2018

A combined scoring and ranking approach for determining overall food quality.

Marc Sader, Raúl Pérez-Fernández, Lotta Kuuliala, Frank Devlieghere, Bernard De Baets

Int. J. Approx. Reason., 2018

A B-spline design model for propeller blades.

F. Pérez-Arribas, Raúl Pérez-Fernández

Adv. Eng. Softw., 2018

Monotonicity-based consensus states for the monometric rationalisation of ranking rules with application in decision making.

Raúl Pérez-Fernández

4OR, 2018

Combining Absolute and Relative Information in Studies on Food Quality.

Marc Sader, Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

The Median Procedure as an Example of Penalty-Based Aggregation of Binary Relations.

Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Monotonicity of a Profile of Rankings with Ties.

Raúl Pérez-Fernández, Irene Díaz, Susana Montes, Bernard De Baets

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017

Representations of votes based on pairwise information: Monotonicity versus consistency.

Raúl Pérez-Fernández, Bernard De Baets

Inf. Sci., 2017

The clone relation of a binary relation.

Hassane Bouremel, Raúl Pérez-Fernández, Lemnaouar Zedam, Bernard De Baets

Inf. Sci., 2017

Monometrics and their role in the rationalisation of ranking rules.

Raúl Pérez-Fernández, Michaël Rademaker, Bernard De Baets

Inf. Fusion, 2017

Monotonicity-based consensus states for the monometric rationalisation of ranking rules and how they are affected by ties.

Raúl Pérez-Fernández, Pedro Alonso, Irene Díaz, Susana Montes, Bernard De Baets

Int. J. Approx. Reason., 2017

Monotonicity-based ranking on the basis of multiple partially specified reciprocal relations.

Raúl Pérez-Fernández, Michaël Rademaker, Pedro Alonso, Irene Díaz, Susana Montes, Bernard De Baets

Fuzzy Sets Syst., 2017

The role of betweenness relations, monometrics and penalty functions in data aggregation.

Raúl Pérez-Fernández, Bernard De Baets

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Penalty-Based Aggregation Beyond the Current Confinement to Real Numbers: The Method of Kemeny Revisited.

Raúl Pérez-Fernández, Bernard De Baets

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

Applications of finite interval-valued hesitant fuzzy preference relations in group decision making.

Raúl Pérez-Fernández, Pedro Alonso, Humberto Bustince, Irene Díaz, Susana Montes

Inf. Sci., 2016

The scorix: A popular representation of votes revisited.

Raúl Pérez-Fernández, Michaël Rademaker, Bernard De Baets

Int. J. Approx. Reason., 2016

Representations of votes facilitating monotonicity-based ranking rules: From votrix to votex.

Raúl Pérez-Fernández, Michaël Rademaker, Pedro Alonso, Irene Díaz, Susana Montes, Bernard De Baets

Int. J. Approx. Reason., 2016

2015

Ordering finitely generated sets and finite interval-valued hesitant fuzzy sets.

Raúl Pérez-Fernández, Pedro Alonso, Humberto Bustince, Irene Díaz, Aranzazu Jurio, Susana Montes

Inf. Sci., 2015

Multi-factorial risk assessment: An approach based on fuzzy preference relations.

Raúl Pérez-Fernández, Pedro Alonso, Irene Díaz, Susana Montes

Fuzzy Sets Syst., 2015

Adding feasibility constraints to a ranking rule under a monotonicity constraint.

Raúl Pérez-Fernández, Michaël Rademaker, Pedro Alonso, Irene Díaz, Bernard De Baets

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