José-Francisco Díez-Pastor

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 18

Top Topics

Regression Trees

Imbalanced Data

Instance Selection

Top Venues

Knowl. Based Syst.

Prog. Artif. Intell.

Publications

José Antonio Barbero-Aparicio, Alicia Olivares-Gil, Juan José Rodríguez, César García-Osorio, José-Francisco Díez-Pastor
Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques. Inf. Fusion 102 (2024)
José Antonio Barbero-Aparicio, Alicia Olivares-Gil, José-Francisco Díez-Pastor, César García-Osorio
Deep learning and support vector machines for transcription start site identification. PeerJ Comput. Sci. 9 (2023)
Francisco Javier Yagüe, José-Francisco Díez-Pastor, Pedro Latorre Carmona, César Ignacio García-Osorio
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework. CoRR (2022)
María Consuelo Sáiz-Manzanares, Raúl Marticorena Sánchez, Juan José Rodríguez Diez, Sandra Rodríguez-Arribas, José-Francisco Díez-Pastor, Yi Peng Ji
Improve teaching with modalities and collaborative groups in an LMS: an analysis of monitoring using visualisation techniques. J. Comput. High. Educ. 33 (3) (2021)
Juan José Rodríguez, José-Francisco Díez-Pastor, Álvar Arnaiz-González, Ludmila I. Kuncheva
Random Balance ensembles for multiclass imbalance learning. Knowl. Based Syst. 193 (2020)
Ludmila I. Kuncheva, Álvar Arnaiz-González, José-Francisco Díez-Pastor, Iain A. D. Gunn
Instance selection improves geometric mean accuracy: a study on imbalanced data classification. Prog. Artif. Intell. 8 (2) (2019)
Ludmila I. Kuncheva, Álvar Arnaiz-González, José-Francisco Díez-Pastor, Iain A. D. Gunn
Instance Selection Improves Geometric Mean Accuracy: A Study on Imbalanced Data Classification. CoRR (2018)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Ismael Ramos-Pérez, César García-Osorio
Seshat - a web-based educational resource for teaching the most common algorithms of lexical analysis. Comput. Appl. Eng. Educ. 26 (6) (2018)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César García-Osorio
Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning. Expert Syst. Appl. 109 (2018)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César García-Osorio
Local sets for multi-label instance selection. Appl. Soft Comput. 68 (2018)
Álvar Arnaiz-González, Alejandro González-Rogel, José-Francisco Díez-Pastor, Carlos López Nozal
MR-DIS: democratic instance selection for big data by MapReduce. Prog. Artif. Intell. 6 (3) (2017)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César Ignacio García-Osorio
Instance selection for regression by discretization. Expert Syst. Appl. 54 (2016)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez Diez
Random feature weights for regression trees. Prog. Artif. Intell. 5 (2) (2016)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez, César Ignacio García-Osorio
Instance selection of linear complexity for big data. Knowl. Based Syst. 107 (2016)
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César Ignacio García-Osorio
Instance selection for regression: Adapting DROP. Neurocomputing 201 (2016)
José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César Ignacio García-Osorio, Ludmila I. Kuncheva
Random Balance: Ensembles of variable priors classifiers for imbalanced data. Knowl. Based Syst. 85 (2015)
Juan José Rodríguez Diez, José-Francisco Díez-Pastor, Álvar Arnaiz-González, César Ignacio García-Osorio
An Experimental Study on Combining Binarization Techniques and Ensemble Methods of Decision Trees. MCS (2015)
José-Francisco Díez-Pastor, Juan José Rodríguez, César Ignacio García-Osorio, Ludmila I. Kuncheva
Diversity techniques improve the performance of the best imbalance learning ensembles. Inf. Sci. 325 (2015)
José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez Diez
Tree ensemble construction using a GRASP-based heuristic and annealed randomness. Inf. Fusion 20 (2014)
José-Francisco Díez-Pastor, César Ignacio García-Osorio, Víctor Barbero-García, Alan Blanco-Álamo
Imbalanced Learning Ensembles for Defect Detection in X-Ray Images. IEA/AIE (2013)
Carlos Pardo, José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez Diez
Rotation Forests for regression. Appl. Math. Comput. 219 (19) (2013)
Carlos López Nozal, José-Francisco Díez-Pastor, Jesús Manuel Maudes Raedo, Raúl Marticorena Sánchez
An Innovative Moodle Final Project Management Module for Bachelor and Master's Studies. Rev. Iberoam. de Tecnol. del Aprendiz. 8 (3) (2013)
Juan José Rodríguez Diez, José-Francisco Díez-Pastor, César Ignacio García-Osorio
Random Oracle Ensembles for Imbalanced Data. MCS (2013)
José-Francisco Díez-Pastor, Andrés Bustillo, Guillem Quintana, César Ignacio García-Osorio
Boosting Projections to improve surface roughness prediction in high-torque milling operations. Soft Comput. 16 (8) (2012)
Carlos López Nozal, José-Francisco Díez-Pastor, Jesús Manuel Maudes Raedo, Raúl Marticorena Sánchez
Módulo Moodle para Gestionar Trabajos Final de Grado o Máster. Rev. Iberoam. de Tecnol. del Aprendiz. 7 (3) (2012)
Carlos Pardo-Aguilar, José-Francisco Díez-Pastor, Nicolás García-Pedrajas, Juan José Rodríguez Diez, César Ignacio García-Osorio
Linear Projection Methods - An Experimental Study for Regression Problems. ICPRAM (1) (2012)
Juan José Rodríguez Diez, José-Francisco Díez-Pastor, Jesús Maudes, César Ignacio García-Osorio
Disturbing Neighbors Ensembles of Trees for Imbalanced Data. ICMLA (2) (2012)
Juan José Rodríguez, José-Francisco Díez-Pastor, César Ignacio García-Osorio
Ensembles of Decision Trees for Imbalanced Data. MCS (2011)
Juan J. Rodríguez Diez, José-Francisco Díez-Pastor, César Ignacio García-Osorio, Pedro Santos
Using Model Trees and Their Ensembles for Imbalanced Data. CAEPIA (2011)
José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez, Andrés Bustillo
GRASP Forest: A New Ensemble Method for Trees. MCS (2011)
Juan José Rodríguez, César Ignacio García-Osorio, Jesús Maudes, José-Francisco Díez-Pastor
An Experimental Study on Ensembles of Functional Trees. MCS (2010)
César Ignacio García-Osorio, José-Francisco Díez-Pastor, Juan José Rodríguez, Jesús Maudes
License Plate Number Recognition - New Heuristics and a Comparative Study of Classifiers. ICINCO-RA (1) (2008)