Jose Francisco Diez Pastor
Jose Francisco Diez Pastor
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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
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
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
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
Instance selection improves geometric mean accuracy: a study on imbalanced data classification
LI Kuncheva, Á Arnaiz-González, JF Díez-Pastor, IAD Gunn
Progress in Artificial Intelligence 8, 215-228, 2019
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
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
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
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
Rotation Forests for regression
C Pardo, JF Diez-Pastor, C García-Osorio, JJ Rodríguez
Applied Mathematics and Computation 219 (19), 9914-9924, 2013
MR-DIS: democratic instance selection for big data by MapReduce
Á Arnaiz-González, A González-Rogel, JF Díez-Pastor, C López-Nozal
Progress in Artificial Intelligence 6, 211-219, 2017
Instance selection for regression: Adapting DROP
Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio
Neurocomputing 201, 66-81, 2016
Random Balance ensembles for multiclass imbalance learning
JJ Rodriguez, JF Diez-Pastor, A Arnaiz-Gonzalez, LI Kuncheva
Knowledge-Based Systems 193, 105434, 2020
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
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
Local sets for multi-label instance selection
Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio
Applied Soft Computing 68, 651-666, 2018
Differential efficacy of the resources used in B-learning environments
MC Sáiz Manzanares, CI García Osorio, JF Díez Pastor
Psicothema, 2019
Improve teaching with modalities and collaborative groups in an LMS: An analysis of monitoring using visualisation techniques
MC Sáiz-Manzanares, R Marticorena-Sánchez, JJ Rodríguez-Díez, ...
Journal of Computing in Higher Education 33 (3), 747-778, 2021
License plate number recognition-new heuristics and a comparative study of classifiers
C Garcia-Osorio, JF Díez-Pastor, JJ Rodríguez, J Maudes
International Conference on Informatics in Control, Automation and Robotics …, 2008
Seshat—a web‐based educational resource for teaching the most common algorithms of lexical analysis
Á Arnaiz‐González, JF Díez‐Pastor, I Ramos‐Pérez, C García‐Osorio
Computer Applications in Engineering Education 26 (6), 2255-2265, 2018
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