José-Francisco Díez-Pastor

Random Balance: Ensembles of variable priors classifiers for imbalanced data

José-Francisco Díez-Pastor, Juan J. Rodríguez, César García‐Osorio et al. · Knowledge-Based Systems · 2015 · 230 citations

Classification Method, Engineering, Machine Learning +11

Diversity techniques improve the performance of the best imbalance learning ensembles

José-Francisco Díez-Pastor, Juan J. Rodríguez, César García‐Osorio et al. · Information Sciences · 2015 · 195 citations

Classification Method, Engineering, Machine Learning +11

Instance selection of linear complexity for big data

Álvar Arnaiz‐González, José-Francisco Díez-Pastor, Juan J. Rodríguez et al. · Knowledge-Based Systems · 2016 · 74 citations · Full text

Engineering, Machine Learning, Machine Learning Algorithms +18

How Do B-Learning and Learning Patterns Influence Learning Outcomes?

María Consuelo Sáiz Manzanares, Raúl Marticorena Sánchez, César Ignacio García Osorio et al. · Frontiers in Psychology · 2017 · 58 citations · Full text

Learning Management System, Do B-learning, Cognitive Science +13

Monitoring of Student Learning in Learning Management Systems: An Application of Educational Data Mining Techniques

María Consuelo Sáiz Manzanares, Juan J. Rodríguez, José-Francisco Díez-Pastor et al. · Applied Sciences · 2021 · 49 citations · Full text

Engineering, Educational Informatics, Fuzzy K-means +17