‪Juan J. Rodríguez (ORCID:0000-0002-3291-2739)‬

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Carlos J. Alonso GonzálezProfesor Titular de Universidad, Universidad de ValaldolidVerified email at infor.uva.es
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKVerified email at bangor.ac.uk
César García-Osorio (ORCID: 0000-00...Catedrático (full professor), Universidad de Burgos (Spain)Verified email at ubu.es
Jose Francisco Diez PastorUniversidad de BurgosVerified email at ubu.es
Jesus MaudesProfesor de Informática (UBU)Verified email at ubu.es
Álvar Arnaiz-GonzálezUniversidad de BurgosVerified email at ubu.es
Belarmino PulidoProfesor de Informática - Associate Professor (UVA)Verified email at infor.uva.es
Andres BustilloUniversity of BurgosVerified email at ubu.es
Raúl Marticorena (ORCID: 0000-0002-...Associate Professor/Senior Lecturer (Profesor Titular de Universidad) - Universidad de BurgosVerified email at ubu.es
Carlos Pardo AguilarUniversidad de BurgosVerified email at ubu.es
Anibal BregonAssociate Professor, Dpto. de Informática, Universidad de ValladolidVerified email at infor.uva.es
Mario Juez-GilUniversidad de BurgosVerified email at ubu.es
Carlos López Nozal (ORCID: 0000-00...Associate Professor/Senior Lecturer (Profesor Titular de Universidad)Verified email at ubu.es
Henrik BoströmProfessor of computer science - data science systems, KTH Royal Institute of TechnologyVerified email at kth.se
María Consuelo Sáiz ManzanaresProfesora de Psicología Evolutiva. Facultad de Ciencias de la Salud. UniversidadVerified email at ubu.es
M Aránzazu Simón HurtadoProfesora de informática UVaVerified email at infor.uva.es
José M. Marqués CorralAssociate Professor, Computer Science, Universidad de ValladolidVerified email at infor.uva.es
Stephen JohnstonAssociate Professor, Swansea UniversityVerified email at swansea.ac.uk
Catrin PlumptonBangor UniversityVerified email at bangor.ac.uk
David E LindenMaastricht UniversityVerified email at maastrichtuniversity.nl

Juan J. Rodríguez (ORCID:0000-0002-3291-2739)

Other namesJuan José Rodríguez-Diez

Catedrático (Full Professor), Universidad de Burgos (RoR:049da5t36)

Verified email at ubu.es - Homepage

Machine Learning Data Mining Data Science


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Rotation forest: A new classifier ensemble method JJ Rodriguez, LI Kuncheva, CJ Alonso Pattern Analysis and Machine Intelligence, IEEE Transactions on 28 (10 …, 2006	2323	2006
Random subspace ensembles for fMRI classification LI Kuncheva, JJ Rodríguez, CO Plumpton, DEJ Linden, SJ Johnston IEEE transactions on medical imaging 29 (2), 531-542, 2010	279	2010
A weighted voting framework for classifiers ensembles LI Kuncheva, JJ Rodríguez Knowledge and Information Systems 38 (2), 259-275, 2014	277	2014
An experimental study on rotation forest ensembles LI Kuncheva, JJ Rodríguez International Workshop on Multiple Classifier Systems, 459-468, 2007	249	2007
Random balance: ensembles of variable priors classifiers for imbalanced data JF Díez-Pastor, JJ Rodríguez, C García-Osorio, LI Kuncheva Knowledge-Based Systems 85, 96-111, 2015	235	2015
Classifier ensembles with a random linear oracle LI Kuncheva, JJ Rodriguez IEEE Transactions on Knowledge and Data Engineering 19 (4), 500-508, 2007	199	2007
Diversity techniques improve the performance of the best imbalance learning ensembles JF Díez-Pastor, JJ Rodríguez, CI García-Osorio, LI Kuncheva Information Sciences 325, 98-117, 2015	187	2015
Support vector machines of interval-based features for time series classification JJ Rodríguez, CJ Alonso, JA Maestro Knowledge-Based Systems 18 (4-5), 171-178, 2005	132	2005
Interval and dynamic time warping-based decision trees JJ Rodríguez, CJ Alonso Proceedings of the 2004 ACM symposium on Applied computing, 548-552, 2004	118	2004
Classifier ensembles for fMRI data analysis: an experiment LI Kuncheva, JJ Rodríguez Magnetic resonance imaging 28 (4), 583-593, 2010	110	2010
Instance selection of linear complexity for big data Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Knowledge-Based Systems 107, 83-95, 2016	89	2016
Boosting recombined weak classifiers JJ Rodríguez, J Maudes Pattern Recognition Letters 29 (8), 1049-1059, 2008	78	2008
Boosting interval based literals JJ Rodríguez, CJ Alonso, H Boström Intelligent Data Analysis 5 (3), 245-262, 2001	78	2001
Random feature weights for decision tree ensemble construction J Maudes, JJ Rodríguez, C García-Osorio, N García-Pedrajas Information Fusion 13 (1), 20-30, 2012	77	2012
Early fault classification in dynamic systems using case-based reasoning A Bregón, M Simón, J Rodríguez, C Alonso, B Pulido, I Moro Current Topics in Artificial Intelligence, 211-220, 2006	50	2006
On feature selection protocols for very low-sample-size data LI Kuncheva, JJ Rodríguez Pattern Recognition 81, 660-673, 2018	49	2018
Monitoring of Student Learning in Learning Management Systems: An Application of Educational Data Mining Techniques MC Sáiz-Manzanares, JJ Rodríguez-Díez, JF Díez-Pastor, ... Applied Sciences 11 (6), 2677, 2021	47	2021
Learning first order logic time series classifiers: Rules and boosting JJ Rodríguez, CJ Alonso, H Boström European Conference on Principles of Data Mining and Knowledge Discovery …, 2000	47	2000
Boosting interval-based literals: Variable length and early classification JJ Rodríguez, CJ Alonso Data Mining in Time Series Databases, 2004	44*	2004
Stacking for multivariate time series classification OJ Prieto, CJ Alonso-González, JJ Rodríguez Pattern Analysis and Applications 18 (2), 297-312, 2015	41	2015

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