Raúl Pérez-Fernández

Publication Activity (10 Years)

Years Active: 2015-2025
Publications (10 Years): 52

Top Topics

Multidimensional Data

Nearest Neighbor

Ordinal Classification

Preference Relations

Top Venues

Fuzzy Sets Syst.

Publications

Juan Baz, Pedro Alonso, Juan Manuel Peña, Raúl Pérez-Fernández
Gaussian Markov Random Fields over graphs of paths and high relative accuracy. J. Comput. Appl. Math. 453 (2025)
Juan Baz, Pedro Alonso, Juan Manuel Peña, Raúl Pérez-Fernández
Gaussian Markov Random Fields and totally positive matrices. J. Comput. Appl. Math. 430 (2023)
Marina Iturrate-Bobes, Raúl Pérez-Fernández
Tests of symmetry based on the bootstrap estimation of the asymptotic variance of a skewness coefficient. Inf. Sci. 646 (2023)
Raúl Pérez-Fernández
Multivariate OWA functions. Fuzzy Sets Syst. 466 (2023)
Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
Ordinal classification with a spectrum of information sources. Expert Syst. Appl. 208 (2022)
Raúl Pérez-Fernández, Bernard De Baets
Aggregation on a Cartesian Product of Bounded Partially Ordered Sets. IPMU (1) (2022)
Raúl Pérez-Fernández, Juan Baz
On the Role of the Considered Measure in a Quantile-Based Graded Version of Stochastic Dominance. IPMU (2) (2022)
Raúl Pérez-Fernández
On an order-based multivariate median. Fuzzy Sets Syst. 414 (2021)
Raúl Pérez-Fernández, Gustavo Ochoa, Susana Montes, Irene Díaz, Javier Fernández, Daniel Paternain, Humberto Bustince
Axiomatization and construction of orness measures for aggregation functions. Int. J. Intell. Syst. 36 (5) (2021)
Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
Distance metric learning for augmenting the method of nearest neighbors for ordinal classification with absolute and relative information. Inf. Fusion 65 (2021)
Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
A comparative study of machine learning methods for ordinal classification with absolute and relative information. Knowl. Based Syst. 230 (2021)
Raúl Pérez-Fernández, Marek Gagolewski, Bernard De Baets
On the aggregation of compositional data. Inf. Fusion 73 (2021)
Raúl Pérez-Fernández, Bernard De Baets, Marek Gagolewski, Juan Jesús Salamanca
A Characterization of the Property of Orthomonotonicity. IEEE Trans. Fuzzy Syst. 29 (9) (2021)
Raúl Pérez-Fernández, Bernard De Baets
Aggregation Theory Revisited. IEEE Trans. Fuzzy Syst. 29 (4) (2021)
Hua-Peng Zhang, Raúl Pérez-Fernández, Bernard De Baets
On the construction of fuzzy betweenness relations from metrics. Fuzzy Sets Syst. 390 (2020)
Hua-Peng Zhang, Raúl Pérez-Fernández, Bernard De Baets
Fuzzy betweenness relations and their connection with fuzzy order relations. Fuzzy Sets Syst. 384 (2020)
Noelia Rico, Raúl Pérez-Fernández, Irene Díaz
The Borda Count as a Tool for Reducing the Influence of the Distance Function on kmeans. HAIS (2020)
Noelia Rico, Pedro Alonso, Laura Muñiz-Rodríguez, Raúl Pérez-Fernández, Luis J. Rodríguez-Muñiz, Irene Díaz
On the Identification of Critical Questions in the PISA for Schools Program. HAIS (2020)
Marek Gagolewski, Raúl Pérez-Fernández, Bernard De Baets
An Inherent Difficulty in the Aggregation of Multidimensional Data. IEEE Trans. Fuzzy Syst. 28 (3) (2020)
Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
Combining Absolute and Relative Information with Frequency Distributions for Ordinal Classification. IPMU (2) (2020)
Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
Fusing absolute and relative information for augmenting the method of nearest neighbors for ordinal classification. Inf. Fusion 56 (2020)
Raúl Pérez-Fernández
An Undesirable Behaviour of a Recent Extension of OWA Operators to the Setting of Multidimensional Data. IPMU (2) (2020)
Ignacio Montes, Michaël Rademaker, Raúl Pérez-Fernández, Bernard De Baets
A correspondence between voting procedures and stochastic orderings. Eur. J. Oper. Res. 285 (3) (2020)
Noelia Rico, Raúl Pérez-Fernández, Irene Díaz
Incorporating ranking rules into k nearest neighbours. FUZZ-IEEE (2019)
Raúl Pérez-Fernández, Irene Díaz, Susana Montes, Bernard De Baets
The Dominance, Covering and Supercovering Relations in the Context of Multiple Partially Specified Reciprocal Relations. IFSA/NAFIPS (2019)
Raúl Pérez-Fernández, Bernard De Baets
The acclamation consensus state and an associated ranking rule. Int. J. Intell. Syst. 34 (6) (2019)
Raúl Pérez-Fernández, Bernard De Baets
On the Role of Monometrics in Penalty-Based Data Aggregation. IEEE Trans. Fuzzy Syst. 27 (7) (2019)
Raúl Pérez-Fernández, Bernard De Baets, Marek Gagolewski
A taxonomy of monotonicity properties for the aggregation of multidimensional data. Inf. Fusion 52 (2019)
Raúl Pérez-Fernández, Bernard De Baets
Penalty-Based Aggregation of Strings. AGOP (2019)
Marc Sader, Jan Verwaeren, Raúl Pérez-Fernández, Bernard De Baets
Integrating expert and novice evaluations for augmenting ordinal regression models. Inf. Fusion 51 (2019)
Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
Machine Learning Methods for Ordinal Classification with Additional Relative Information. BNAIC/BENELEARN (2019)
Raúl Pérez-Fernández, Bernard De Baets
A preliminary inquiry into the aggregation of compositional data. EUSFLAT Conf. (2019)
Mengzi Tang, Raúl Pérez-Fernández, Bernard De Baets
Machine Learning Methods for Ordinal Classification with Additional Relative Information. BNAIC/BENELEARN (Selected Papers) (2019)
Marc Sader, Raúl Pérez-Fernández, Lotta Kuuliala, Frank Devlieghere, Bernard De Baets
A combined scoring and ranking approach for determining overall food quality. Int. J. Approx. Reason. 100 (2018)
Raúl Pérez-Fernández, Marc Sader, Bernard De Baets
Joint consensus evaluation of multiple objects on an ordinal scale: An approach driven by monotonicity. Inf. Fusion 42 (2018)
Lemnaouar Zedam, Raúl Pérez-Fernández, Hassane Bouremel, Bernard De Baets
Clonal sets of a binary relation. Int. J. Gen. Syst. 47 (4) (2018)
Raúl Pérez-Fernández, Bernard De Baets
The supercovering relation, the pairwise winner, and more missing links between Borda and Condorcet. Soc. Choice Welf. 50 (2) (2018)
Raúl Pérez-Fernández
Monotonicity-based consensus states for the monometric rationalisation of ranking rules with application in decision making. 4OR 16 (1) (2018)
F. Pérez-Arribas, Raúl Pérez-Fernández
A B-spline design model for propeller blades. Adv. Eng. Softw. 118 (2018)
Raúl Pérez-Fernández, Bernard De Baets
The Median Procedure as an Example of Penalty-Based Aggregation of Binary Relations. IPMU (2) (2018)
Marc Sader, Raúl Pérez-Fernández, Bernard De Baets
Combining Absolute and Relative Information in Studies on Food Quality. IPMU (2) (2018)
Raúl Pérez-Fernández, Irene Díaz, Susana Montes, Bernard De Baets
Monotonicity of a Profile of Rankings with Ties. IPMU (2) (2018)
Raúl Pérez-Fernández, Michaël Rademaker, Pedro Alonso, Irene Díaz, Susana Montes, Bernard De Baets
Monotonicity-based ranking on the basis of multiple partially specified reciprocal relations. Fuzzy Sets Syst. 325 (2017)
Hassane Bouremel, Raúl Pérez-Fernández, Lemnaouar Zedam, Bernard De Baets
The clone relation of a binary relation. Inf. Sci. (2017)
Raúl Pérez-Fernández, Bernard De Baets
Representations of votes based on pairwise information: Monotonicity versus consistency. Inf. Sci. 412 (2017)
Raúl Pérez-Fernández, Bernard De Baets
Penalty-Based Aggregation Beyond the Current Confinement to Real Numbers: The Method of Kemeny Revisited. EUSFLAT/IWIFSGN (3) (2017)
Raúl Pérez-Fernández, Michaël Rademaker, Bernard De Baets
Monometrics and their role in the rationalisation of ranking rules. Inf. Fusion 34 (2017)
Raúl Pérez-Fernández, Bernard De Baets
The role of betweenness relations, monometrics and penalty functions in data aggregation. IFSA-SCIS (2017)
Raúl Pérez-Fernández, Pedro Alonso, Irene Díaz, Susana Montes, Bernard De Baets
Monotonicity-based consensus states for the monometric rationalisation of ranking rules and how they are affected by ties. Int. J. Approx. Reason. 91 (2017)
Raúl Pérez-Fernández, Pedro Alonso, Humberto Bustince, Irene Díaz, Susana Montes
Applications of finite interval-valued hesitant fuzzy preference relations in group decision making. Inf. Sci. 326 (2016)
Raúl Pérez-Fernández, Michaël Rademaker, Pedro Alonso, Irene Díaz, Susana Montes, Bernard De Baets
Representations of votes facilitating monotonicity-based ranking rules: From votrix to votex. Int. J. Approx. Reason. 73 (2016)
Raúl Pérez-Fernández, Michaël Rademaker, Bernard De Baets
The scorix: A popular representation of votes revisited. Int. J. Approx. Reason. 78 (2016)
Raúl Pérez-Fernández, Pedro Alonso, Irene Díaz, Susana Montes
Multi-factorial risk assessment: An approach based on fuzzy preference relations. Fuzzy Sets Syst. 278 (2015)
Raúl Pérez-Fernández, Michaël Rademaker, Pedro Alonso, Irene Díaz, Bernard De Baets
Adding feasibility constraints to a ranking rule under a monotonicity constraint. IFSA-EUSFLAT (2015)
Raúl Pérez-Fernández, Pedro Alonso, Humberto Bustince, Irene Díaz, Aranzazu Jurio, Susana Montes
Ordering finitely generated sets and finite interval-valued hesitant fuzzy sets. Inf. Sci. 325 (2015)