◉ Selected publications


The following is a short list of selected publications, to see the full list, go to the Publications page.

2021

Juez-Gil, Mario; Arnaiz-González, Álvar; Rodríguez, Juan José; López-Nozal, Carlos; García-Osorio, César

Rotation Forest for Big Data Journal Article

Information Fusion, 74 , pp. 39-49, 2021, ISSN: 1566-2535.

Abstract | Links | BibTeX

Díez-Pastor, José Francisco; del Val, Alain Gil; Veiga, Fernando; Bustillo, Andrés

High-accuracy classification of thread quality in tapping processes with ensembles of classifiers for imbalanced learning Journal Article

Measurement, 168 (108328), 2021, ISSN: 0263-2241.

Abstract | Links | BibTeX

2020

Juez-Gil, Mario; Saucedo-Dorantes, Juan José; Arnaiz-González, Álvar; López-Nozal, Carlos; García-Osorio, César; Lowe, David

Early and extremely early multi-label fault diagnosis in induction motors Journal Article

ISA Transactions, 106 , pp. 367-381, 2020, ISSN: 0019-0578.

Abstract | Links | BibTeX

Rodríguez, Juan José; Juez-Gil, Mario; Arnaiz-González, Álvar; Kuncheva, Ludmila I

An experimental evaluation of mixup regression forests Journal Article

Expert Systems with Applications, 151 (113376), 2020, ISSN: 0957-4174.

Abstract | Links | BibTeX

Rodríguez, Juan José; Díez-Pastor, José Francisco; Arnaiz-González, Álvar; Kuncheva, Ludmila I

Random Balance ensembles for multiclass imbalance learning Journal Article

Knowledge-Based Systems, 2020, ISSN: 0950-7051.

Abstract | Links | BibTeX

2019

Checa, David; Bustillo, Andrés

A review of immersive virtual reality serious games to enhance learning and training Journal Article

Multimedia Tools and Applications, pp. 1-21, 2019, ISSN: 1380-7501.

Abstract | Links | BibTeX

Kordos, Mirosław; Arnaiz-González, Álvar; García-Osorio, César

Evolutionary prototype selection for multi-output regression Journal Article

Neurocomputing, 358 , pp. 309-320, 2019, ISSN: 0925-2312.

Abstract | Links | BibTeX

Faithfull, William J; Rodríguez, Juan José; Kuncheva, Ludmila I

Combining univariate approaches for ensemble change detection in multivariate data Journal Article

Information Fusion, 45 , pp. 202-214, 2019, ISSN: 1566-2535.

Abstract | Links | BibTeX

2018

Kuncheva, Ludmila I; Rodríguez, Juan José

On feature selection protocols for very low-sample-size data Journal Article

Pattern Recognition, 81 , pp. 660-673, 2018, ISSN: 0031-3203.

Abstract | Links | BibTeX

Arnaiz-González, Álvar; Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César

Local sets for multi-label instance selection Journal Article

Applied Soft Computing, 68 , pp. 651-666, 2018, ISSN: 1568-4946.

Abstract | Links | BibTeX

2017

Kuncheva, Ludmila I; Rodríguez, Juan José; Jackson, Aaron S

Restricted set classification: Who is there? Journal Article

Pattern Recognition, 63 , pp. 158-170, 2017, ISSN: 0031-3203.

Abstract | Links | BibTeX

Sáiz-Manzanares, María Consuelo; Marticorena-Sánchez, Raúl; García-Osorio, César; Díez-Pastor, José Francisco

How Do B-Learning and Learning Patterns Influence Learning Outcomes? Journal Article

Frontiers in Psychology, 8 , pp. 745, 2017, ISSN: 1664-1078.

Abstract | Links | BibTeX

2016

Arnaiz-González, Álvar; Blachnik, Marcin; Kordos, Mirosław; García-Osorio, César

Fusion of instance selection methods in regression tasks Journal Article

Information Fusion, 30 , pp. 69 - 79, 2016, ISSN: 1566-2535.

Abstract | Links | BibTeX

Arnaiz-González, Álvar; Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César

Instance selection of linear complexity for big data Journal Article

Knowledge-Based Systems, 107 , pp. 83–95, 2016, ISSN: 0950-7051.

Abstract | Links | BibTeX

2015

Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César; Kuncheva, Ludmila I

Random Balance: Ensembles of variable priors classifiers for imbalanced data Journal Article

Knowledge-Based Systems, 85 , pp. 96-111, 2015, ISSN: 0950-7051.

Abstract | Links | BibTeX

Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César; Kuncheva, Ludmila I

Diversity techniques improve the performance of the best imbalance learning ensembles Journal Article

Information Sciences, 325 , pp. 98 - 117, 2015, ISSN: 0020-0255.

Abstract | Links | BibTeX