Follow
Jose Francisco Diez Pastor
Jose Francisco Diez Pastor
Verified email at ubu.es
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
2372015
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
1862015
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
892016
How do B-learning and learning patterns influence learning outcomes?
MC Sáiz Manzanares, R Marticorena Sánchez, CI García Osorio, ...
Frontiers in Psychology 8, 257460, 2017
832017
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
732019
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
502011
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
472021
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
472019
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, 353851, 2019
372019
Instance selection for regression: Adapting DROP
Á Arnaiz-González, JF Díez-Pastor, JJ Rodríguez, C García-Osorio
Neurocomputing 201, 66-81, 2016
352016
Random balance ensembles for multiclass imbalance learning
JJ Rodriguez, JF Diez-Pastor, A Arnaiz-Gonzalez, LI Kuncheva
Knowledge-Based Systems 193, 105434, 2020
342020
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
332021
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
322017
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
322016
Rotation forests for regression
C Pardo, JF Diez-Pastor, C García-Osorio, JJ Rodríguez
Applied Mathematics and Computation 219 (19), 9914-9924, 2013
322013
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
292018
Differential efficacy of the resources used in B-learning environments
MC Sáiz Manzanares, CI García Osorio, JF Díez Pastor
Psicothema, 2019
282019
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
272020
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
262018
Measuring the functional abilities of children aged 3-6 years old with observational methods and computer tools
MCS Manzanares, RM Sánchez, ÁA González, JFD Pastor, CIG Osorio
JoVE (Journal of Visualized Experiments), e60247, 2020
222020
The system can't perform the operation now. Try again later.
Articles 1–20