‪César García-Osorio (ORCID: 0000-0002-1206-1084)‬

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Juan J. Rodríguez (ORCID:0000-0002...Catedrático (Full Professor), Universidad de Burgos (RoR:049da5t36)Verified email at ubu.es
Álvar Arnaiz-GonzálezUniversidad de BurgosVerified email at ubu.es
Jesus MaudesProfesor de Informática (UBU)Verified email at ubu.es
María Consuelo Sáiz ManzanaresCatedrática de Universidad. Área de Psicología Evolutiva y de la Educación. UBUVerified email at ubu.es
Nicolas Garcia-PedrajasUniversity of CórdobaVerified email at uco.es
Carlos López Nozal (ORCID: 0000-00...Associate Professor/Senior Lecturer (Profesor Titular de Universidad)Verified 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
Mario Juez-GilUniversidad de BurgosVerified email at ubu.es
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKVerified email at bangor.ac.uk
Alicia Olivares-GilInvestigadora predoctoral, Universidad de BurgosVerified email at ubu.es
Andres BustilloUniversity of BurgosVerified email at ubu.es
Miguel Angel Queiruga DiosDepartamento de Didácticas Específicas. Universidad de BurgosVerified email at ubu.es
José Luis Garrido-Labrador (ORCID: 0...Departamento de Ingeniería Informática, Universidad de BurgosVerified email at ubu.es
Pedro Latorre Carmona (ORCID:0000-...Associate professor - Depto Ingeniería Informática Universidad de Burgos (grid.23520.36Verified email at ubu.es
Miroslaw KordosUniversity of Bielsko-BialaVerified email at ath.bielsko.pl
Ismael RamosUniversidad de BurgosVerified email at ubu.es
Guillem QuintanaEurecat Technolgy Centre / Universitat de GironaVerified email at eurecat.org
Juan Jose Saucedo-DorantesUniversidad Autonoma de QueretaroVerified email at hspdigital.org
Marcin BlachnikPolitechnika ŚląskaVerified email at polsl.pl

César García-Osorio (ORCID: 0000-0002-1206-1084)

Catedrático (full professor), Universidad de Burgos (Spain)

Verified email at ubu.es - Homepage

Artificial Intelligence Machine Learning Big Data Bioinformatics Data Visualization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Random balance: ensembles of variable priors classifiers for imbalanced data JF Díez-Pastor, JJ Rodriguez, C Garcia-Osorio, LI Kuncheva Knowledge-Based Systems 85, 96-111, 2015	249	2015
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	205	2015
Nonlinear boosting projections for ensemble construction N García-Pedrajas, C García-Osorio, C Fyfe Journal of Machine Learning Research 8 (Jan), 1-33, 2007	120	2007
Democratic instance selection: a linear complexity instance selection algorithm based on classifier ensemble concepts C García-Osorio, A de Haro-García, N García-Pedrajas Artificial Intelligence 174 (5-6), 410-441, 2010	108	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	91	2016
How do B-learning and learning patterns influence learning outcomes? MC Sáiz Manzanares, R Marticorena Sánchez, CI García Osorio, ... Frontiers in Psychology 8, 745, 2017	90	2017
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	79	2012
Will personalized e-Learning increase deep learning in higher education? MC Sáiz-Manzanares, CI García Osorio, JF Díez-Pastor, LJ Martín Antón Information Discovery and Delivery 47 (1), 53-63, 2019	55	2019
Fusion of instance selection methods in regression tasks Á Arnaiz-González, M Blachnik, M Kordos, C García-Osorio Information Fusion 30, 69-79, 2016	51	2016
Avoiding neural network fine tuning by using ensemble learning: application to ball-end milling operations A Bustillo, JF Díez-Pastor, G Quintana, C García-Osorio The International Journal of Advanced Manufacturing Technology 57, 521-532, 2011	49	2011
Monitoring students at the university: Design and application of a moodle plugin MC Sáiz-Manzanares, R Marticorena-Sánchez, CI García-Osorio Applied Sciences 10 (10), 3469, 2020	48	2020
Visualization of high-dimensional data via orthogonal curves C Garcıa-Osorio, C Fyfe Journal of Universal Computer Science 11 (11), 1806-1819, 2005	46	2005
Does the use of learning management systems with hypermedia mean improved student learning outcomes? MC Sáiz-Manzanares, R Marticorena-Sánchez, JF Díez-Pastor, ... Frontiers in psychology 10, 88, 2019	43	2019
Supervised subspace projections for constructing ensembles of classifiers N García-Pedrajas, J Maudes-Raedo, C García-Osorio, ... Information Sciences 193, 1-21, 2012	43	2012
Forests of nested dichotomies JJ Rodríguez, C García-Osorio, J Maudes Pattern Recognition Letters 31 (2), 125-132, 2010	40	2010
Instance selection for regression: Adapting DROP Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Neurocomputing 201, 66-81, 2016	39	2016
Instance selection for regression by discretization Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, CI García-Osorio Expert Systems with Applications 54, 340-350, 2016	39	2016
When is resampling beneficial for feature selection with imbalanced wide data? I Ramos-Pérez, Á Arnaiz-González, JJ Rodríguez, C García-Osorio Expert Systems with Applications 188, 116015, 2022	37	2022
Approx-SMOTE: fast SMOTE for big data on apache spark M Juez-Gil, Á Arnaiz-González, JJ Rodriguez, C Lopez-Nozal, ... Neurocomputing 464, 432-437, 2021	35	2021
Disturbing neighbors diversity for decision forests J Maudes, JJ Rodríguez, C García-Osorio Applications of supervised and unsupervised ensemble methods, 113-133, 2009	35	2009

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