José-Francisco Díez-Pastor

40 papers C 2Journal 27Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Collaborative Platform for Soil Organic Carbon Inference Based on Spatiotemporal Remote Sensing Data.
CoRR
Jose Manuel Aroca-Fernandez, José-Francisco Díez-Pastor, Pedro Latorre-Carmona, Victor Elvira, Gustau Camps-Valls, Rodrigo Pascual, César Ignacio García-Osorio
2025 J jnl
Remote sensing colour image semantic segmentation of trails created by large herbivorous Mammals.
CoRR
José-Francisco Díez-Pastor, Francisco Javier Gonzalez-Moya, Pedro Latorre-Carmona, Francisco Javier Perez-Barbería, Ludmila I. Kuncheva, Antonio Canepa-Oneto, Álvar Arnaiz-González, César García-Osorio
2025 J jnl
Semi-supervised prediction of protein fitness for data-driven protein engineering.
J. Cheminformatics
Alicia Olivares-Gil, José Antonio Barbero-Aparicio, Juan José Rodríguez, José-Francisco Díez-Pastor, César García-Osorio, Mehdi D. Davari
2024 — conf
A Constrained Cluster Ensemble Using Hierarchical Clustering Methods.
IS
Francis J. Williams, Samuel L. Hennessey, Ludmila I. Kuncheva, José-Francisco Díez-Pastor, Juan José Rodríguez
2024 J jnl
Addressing data scarcity in protein fitness landscape analysis: A study on semi-supervised and deep transfer learning techniques.
Inf. Fusion
José Antonio Barbero-Aparicio, Alicia Olivares-Gil, Juan José Rodríguez, César García-Osorio, José-Francisco Díez-Pastor
2024 J jnl
Correction: Towards automatic phytolith classification using feature extraction and combination strategies.
Prog. Artif. Intell.
José-Francisco Díez-Pastor, Pedro Latorre-Carmona, Álvar Arnaiz-González, Antonio Canepa-Oneto, Javier Ruiz-Pérez, Débora Zurro
2024 J jnl
Towards automatic phytolith classification using feature extraction and combination strategies.
Prog. Artif. Intell.
José-Francisco Díez-Pastor, Pedro Latorre-Carmona, Álvar Arnaiz-González, Antonio Canepa-Oneto, Javier Ruiz-Pérez, Débora Zurro
2024 C conf
WALGREEN: Web Based Platform for Soil Organic Carbon Inference Applications.
IGARSS
José Manuel Aroca, José-Francisco Díez-Pastor, Pedro Latorre-Carmona, Antonio Canepa-Oneto, Juan Carlos Rad, Gustau Camps-Valls, Víctor Elvira, César García-Osorio
2023 J jnl
Deep learning and support vector machines for transcription start site identification.
PeerJ Comput. Sci.
José Antonio Barbero-Aparicio, Alicia Olivares-Gil, José-Francisco Díez-Pastor, César García-Osorio
2022 J jnl
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework.
CoRR
Francisco Javier Yagüe, José-Francisco Díez-Pastor, Pedro Latorre-Carmona, César Ignacio García-Osorio
2021 J jnl
Improve teaching with modalities and collaborative groups in an LMS: an analysis of monitoring using visualisation techniques.
J. Comput. High. Educ.
María Consuelo Sáiz-Manzanares, Raúl Marticorena Sánchez, Juan José Rodríguez Diez, Sandra Rodríguez-Arribas, José-Francisco Díez-Pastor, Yi Peng Ji
2020 J jnl
Random Balance ensembles for multiclass imbalance learning.
Knowl. Based Syst.
Juan José Rodríguez, José-Francisco Díez-Pastor, Álvar Arnaiz-González, Ludmila I. Kuncheva
2019 J jnl
Instance selection improves geometric mean accuracy: a study on imbalanced data classification.
Prog. Artif. Intell.
Ludmila I. Kuncheva, Álvar Arnaiz-González, José-Francisco Díez-Pastor, Iain A. D. Gunn
2018 J jnl
Instance Selection Improves Geometric Mean Accuracy: A Study on Imbalanced Data Classification.
CoRR
Ludmila I. Kuncheva, Álvar Arnaiz-González, José-Francisco Díez-Pastor, Iain A. D. Gunn
2018 J jnl
Local sets for multi-label instance selection.
Appl. Soft Comput.
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César García-Osorio
2018 J jnl
Seshat - a web-based educational resource for teaching the most common algorithms of lexical analysis.
Comput. Appl. Eng. Educ.
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Ismael Ramos-Pérez, César García-Osorio
2018 J jnl
Study of data transformation techniques for adapting single-label prototype selection algorithms to multi-label learning.
Expert Syst. Appl.
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César García-Osorio
2017 J jnl
MR-DIS: democratic instance selection for big data by MapReduce.
Prog. Artif. Intell.
Álvar Arnaiz-González, Alejandro González-Rogel, José-Francisco Díez-Pastor, Carlos López Nozal
2016 J jnl
Instance selection for regression by discretization.
Expert Syst. Appl.
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César Ignacio García-Osorio
2016 J jnl
Instance selection for regression: Adapting DROP.
Neurocomputing
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César Ignacio García-Osorio
2016 J jnl
Instance selection of linear complexity for big data.
Knowl. Based Syst.
Álvar Arnaiz-González, José-Francisco Díez-Pastor, Juan José Rodríguez, César Ignacio García-Osorio
2016 J jnl
Random feature weights for regression trees.
Prog. Artif. Intell.
Álvar Arnaiz-González, José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez Diez
2015 — conf
An Experimental Study on Combining Binarization Techniques and Ensemble Methods of Decision Trees.
MCS
Juan José Rodríguez Diez, José-Francisco Díez-Pastor, Álvar Arnaiz-González, César Ignacio García-Osorio
2015 J jnl
Diversity techniques improve the performance of the best imbalance learning ensembles.
Inf. Sci.
José-Francisco Díez-Pastor, Juan José Rodríguez, César Ignacio García-Osorio, Ludmila I. Kuncheva
2015 J jnl
Random Balance: Ensembles of variable priors classifiers for imbalanced data.
Knowl. Based Syst.
José-Francisco Díez-Pastor, Juan José Rodríguez Diez, César Ignacio García-Osorio, Ludmila I. Kuncheva
2014 J jnl
Tree ensemble construction using a GRASP-based heuristic and annealed randomness.
Inf. Fusion
José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez Diez
2013 J jnl
An Innovative Moodle Final Project Management Module for Bachelor and Master's Studies.
Rev. Iberoam. de Tecnol. del Aprendiz.
Carlos López Nozal, José-Francisco Díez-Pastor, Jesús Manuel Maudes Raedo, Raúl Marticorena Sánchez
2013 C conf
Imbalanced Learning Ensembles for Defect Detection in X-Ray Images.
IEA/AIE
José-Francisco Díez-Pastor, César Ignacio García-Osorio, Víctor Barbero-García, Alan Blanco-Álamo
2013 — conf
Random Oracle Ensembles for Imbalanced Data.
MCS
Juan José Rodríguez Diez, José-Francisco Díez-Pastor, César Ignacio García-Osorio
2013 J jnl
Rotation Forests for regression.
Appl. Math. Comput.
Carlos Pardo, José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez Diez
2012 J jnl
Boosting Projections to improve surface roughness prediction in high-torque milling operations.
Soft Comput.
José-Francisco Díez-Pastor, Andrés Bustillo, Guillem Quintana, César Ignacio García-Osorio
2012 — conf
Disturbing Neighbors Ensembles of Trees for Imbalanced Data.
ICMLA (2)
Juan José Rodríguez Diez, José-Francisco Díez-Pastor, Jesús Maudes, César Ignacio García-Osorio
2012 — conf
Linear Projection Methods - An Experimental Study for Regression Problems.
ICPRAM (1)
Carlos Pardo-Aguilar, José-Francisco Díez-Pastor, Nicolás García-Pedrajas, Juan José Rodríguez Diez, César Ignacio García-Osorio
2012 J jnl
Módulo Moodle para Gestionar Trabajos Final de Grado o Máster.
Rev. Iberoam. de Tecnol. del Aprendiz.
Carlos López Nozal, José-Francisco Díez-Pastor, Jesús Manuel Maudes Raedo, Raúl Marticorena Sánchez
2011 — conf
Ensembles of Decision Trees for Imbalanced Data.
MCS
Juan José Rodríguez, José-Francisco Díez-Pastor, César Ignacio García-Osorio
2011 — conf
GRASP Forest: A New Ensemble Method for Trees.
MCS
José-Francisco Díez-Pastor, César Ignacio García-Osorio, Juan José Rodríguez, Andrés Bustillo
2011 — ch.
Random Oracles for Regression Ensembles.
Ensembles in Machine Learning Applications
Carlos Pardo, Juan J. Rodríguez Diez, José-Francisco Díez-Pastor, César Ignacio García-Osorio
2011 — conf
Using Model Trees and Their Ensembles for Imbalanced Data.
CAEPIA
Juan J. Rodríguez Diez, José-Francisco Díez-Pastor, César Ignacio García-Osorio, Pedro Santos
2010 — conf
An Experimental Study on Ensembles of Functional Trees.
MCS
Juan José Rodríguez, César Ignacio García-Osorio, Jesús Maudes, José-Francisco Díez-Pastor
2008 — conf
License Plate Number Recognition - New Heuristics and a Comparative Study of Classifiers.
ICINCO-RA (1)
César Ignacio García-Osorio, José-Francisco Díez-Pastor, Juan José Rodríguez, Jesús Maudes