Articles with public access mandates - César García-Osorio (ORCID: 0000-0002-1206-1084)Learn more
Not available anywhere: 6
Tree ensemble construction using a GRASP-based heuristic and annealed randomness
JF Diez-Pastor, C Garcia-Osorio, JJ Rodriguez
Information Fusion 20, 189-202, 2014
Mandates: Government of Spain
Ensembles of decision trees for imbalanced data
JJ Rodríguez, JF Díez-Pastor, C García-Osorio
International workshop on multiple classifier systems, 76-85, 2011
Mandates: Government of Spain
An experimental study on combining binarization techniques and ensemble methods of decision trees
JJ Rodríguez, JF Díez-Pastor, Á Arnaiz-González, C García-Osorio
Multiple Classifier Systems: 12th International Workshop, MCS 2015, Günzburg …, 2015
Mandates: Government of Spain
Disturbing neighbors ensembles of trees for imbalanced data
JJ Rodríguez, JF Díez-Pastor, J Maudes, C García-Osorio
2012 11th International Conference on Machine Learning and Applications 2, 83-88, 2012
Mandates: Government of Spain
Using model trees and their ensembles for imbalanced data
JJ Rodríguez, JF Díez-Pastor, C García-Osorio, P Santos
Conference of the Spanish Association for Artificial Intelligence, 94-103, 2011
Mandates: Government of Spain
Proposal of a Comparative Framework for Face Super-Resolution Algorithms in Forensics
A Salguero-Cruz, P Latorre-Carmona, CI García-Osorio
Iberian Conference on Pattern Recognition and Image Analysis, 458-469, 2022
Mandates: Government of Spain
Available somewhere: 33
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
Mandates: Government of Spain
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
Mandates: Government of Spain
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
Mandates: Government of Spain
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
Mandates: Government of Spain
Fusion of instance selection methods in regression tasks
Á Arnaiz-González, M Blachnik, M Kordos, C García-Osorio
Information Fusion 30, 69-79, 2016
Mandates: Government of Spain
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
Mandates: US Department of Education, Government of Spain
Supervised subspace projections for constructing ensembles of classifiers
N García-Pedrajas, J Maudes-Raedo, C García-Osorio, ...
Information Sciences 193, 1-21, 2012
Mandates: Government of Spain
Instance selection for regression: Adapting DROP
Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio
Neurocomputing 201, 66-81, 2016
Mandates: Government of Spain
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
Mandates: Government of Spain
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
Mandates: Government of Spain
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
Mandates: Government of Spain
Rotation forests for regression
C Pardo, JF Diez-Pastor, C García-Osorio, JJ Rodríguez
Applied Mathematics and Computation 219 (19), 9914-9924, 2013
Mandates: Government of Spain
Early and extremely early multi-label fault diagnosis in induction motors
M Juez-Gil, JJ Saucedo-Dorantes, Á Arnaiz-González, C López-Nozal, ...
ISA transactions 106, 367-381, 2020
Mandates: Government of Spain
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
Mandates: Government of Spain
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