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 ManzanaresProfesora de Psicología Evolutiva. Facultad de Ciencias de la Salud. UniversidadVerified 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
Ludmila KunchevaProfessor of Computer Science, Bangor University, UKVerified email at bangor.ac.uk
Mario Juez-GilUniversidad 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
Guillem QuintanaEurecat Technolgy Centre / Universitat de GironaVerified email at eurecat.org
Miroslaw KordosUniversity of Bielsko-BialaVerified email at ath.bielsko.pl
Ismael RamosUniversidad de BurgosVerified email at ubu.es
Juan Jose Saucedo-DorantesUniversidad Autonoma de QueretaroVerified email at hspdigital.org
Marcin BlachnikPolitechnika ŚląskaVerified email at polsl.pl
Pedro Latorre Carmona (ORCID:0000-...Associate professor - Depto Ingeniería Informática Universidad de Burgos (grid.23520.36Verified email at ubu.es
Susana Jorge-VillarUniversity of BurgosVerified email at ubu.es
Joan Carles Melgarejo DraperDepartament de Mineralogia, Petrologia i Geologia AplicadaVerified email at ub.edu

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 Data Mining Big Data Data Visualization


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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	217	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	167	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	105	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	102	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	75	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	70	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	70	2012
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
Visualization of high-dimensional data via orthogonal curves C Garcıa-Osorio, C Fyfe Journal of Universal Computer Science 11 (11), 1806-1819, 2005	44	2005
Fusion of instance selection methods in regression tasks Á Arnaiz-González, M Blachnik, M Kordos, C García-Osorio Information Fusion 30, 69-79, 2016	40	2016
Supervised subspace projections for constructing ensembles of classifiers N García-Pedrajas, J Maudes-Raedo, C García-Osorio, ... Information Sciences 193, 1-21, 2012	39	2012
Forests of nested dichotomies JJ Rodríguez, C García-Osorio, J Maudes Pattern Recognition Letters 31 (2), 125-132, 2010	37	2010
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	33	2019
Disturbing neighbors diversity for decision forests J Maudes, JJ Rodríguez, C García-Osorio Applications of supervised and unsupervised ensemble methods, 113-133, 2009	33	2009
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	30	2020
Rotation Forests for regression C Pardo, JF Diez-Pastor, C García-Osorio, JJ Rodríguez Applied Mathematics and Computation 219 (19), 9914-9924, 2013	29	2013
Will personalized e-Learning increase deep learning in higher education? MC Sáiz-Manzanares, CI García Osorio, JF Díez-Pastor, LJ Martin Anton Information Discovery and Delivery 47 (1), 53-63, 2019	28	2019
Instance selection for regression: Adapting DROP Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio Neurocomputing 201, 66-81, 2016	27	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	27	2016
Machine learning algorithms applied to R aman spectra for the identification of variscite originating from the mining complex of G avà JF Díez‐Pastor, SE Jorge‐Villar, Á Arnaiz‐González, CI García‐Osorio, ... Journal of Raman Spectroscopy 51 (9), 1563-1574, 2020	25	2020

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