Jorge García-Gutiérrez

33 papers C 3Misc 3Journal 19Unranked 8
YearRankTypeTitle / Venue / Authors
2022 Misc conf
Concept Drift Detection to Improve Time Series Forecasting of Wind Energy Generation.
HAIS
Tomás Cabello-López, Manuel Cañizares-Juan, Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme
2021 J jnl
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance.
CoRR
Manuel Carranza-García, Pedro Lara-Benítez, Jorge García-Gutiérrez, José C. Riquelme
2021 J jnl
Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance.
Neurocomputing
Manuel Carranza-García, Pedro Lara-Benítez, Jorge García-Gutiérrez, José C. Riquelme
2021 J jnl
On the Performance of One-Stage and Two-Stage Object Detectors in Autonomous Vehicles Using Camera Data.
Remote. Sens.
Manuel Carranza-García, Jesús Torres-Mateo, Pedro Lara-Benítez, Jorge García-Gutiérrez
2020 J jnl
Asynchronous dual-pipeline deep learning framework for online data stream classification.
Integr. Comput. Aided Eng.
Pedro Lara-Benítez, Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme
2020 J jnl
Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance.
Artif. Intell. Medicine
Laura Macías-García, María Martínez-Ballesteros, José María Luna-Romera, José Manuel García-Heredia, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
2019 J jnl
A Framework for Evaluating Land Use and Land Cover Classification Using Convolutional Neural Networks.
Remote. Sens.
Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme
2019 J jnl
External clustering validity index based on chi-squared statistical test.
Inf. Sci.
José María Luna-Romera, María Martínez-Ballesteros, Jorge García-Gutiérrez, José C. Riquelme
2019 J jnl
On the evolutionary weighting of neighbours and features in the k-nearest neighbour rule.
Neurocomputing
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
2019 — conf
RESDEC: online management tool for implementation components selection in software product lines using recommender systems.
SPLC (B)
Jorge Rodas-Silva, José Angel Galindo, Jorge García-Gutiérrez, David Benavides
2019 J jnl
Selection of Software Product Line Implementation Components Using Recommender Systems: An Application to Wordpress.
IEEE Access
Jorge Rodas-Silva, José Angel Galindo, Jorge García-Gutiérrez, David Benavides
2018 J jnl
An approach to validity indices for clustering techniques in Big Data.
Prog. Artif. Intell.
José María Luna-Romera, Jorge García-Gutiérrez, María Martínez-Ballesteros, José Cristóbal Riquelme Santos
2017 J jnl
A study of the suitability of autoencoders for preprocessing data in breast cancer experimentation.
J. Biomed. Informatics
Laura Macías-García, José María Luna-Romera, Jorge García-Gutiérrez, María Martínez-Ballesteros, José Cristóbal Riquelme Santos, Ricardo González-Cámpora
2016 Misc conf
A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass Estimation.
HAIS
Jorge García-Gutiérrez, Eduardo González-Ferreiro, Daniel Mateos-García, José Cristóbal Riquelme Santos
2016 — conf
An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark.
CAEPIA
José María Luna-Romera, María del Mar Martínez-Ballesteros, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
2016 J jnl
An evolutionary voting for k-nearest neighbours.
Expert Syst. Appl.
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
2016 J jnl
Improving models for environmental applications of LiDAR: Novel approaches based on soft computing.
AI Commun.
Jorge García-Gutiérrez
2015 J jnl
A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables.
Neurocomputing
Jorge García-Gutiérrez, Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme
2015 J jnl
An evolutionary-weighted majority voting and support vector machines applied to contextual classification of LiDAR and imagery data fusion.
Neurocomputing
Jorge García-Gutiérrez, Daniel Mateos-García, Mariano García, José Cristóbal Riquelme Santos
2014 J jnl
Evolutionary feature selection to estimate forest stand variables using LiDAR.
Int. J. Appl. Earth Obs. Geoinformation
Jorge García-Gutiérrez, Eduardo González-Ferreiro, José Cristóbal Riquelme Santos, David Miranda, Ulises Diéguez-Aranda, Rafael M. Navarro-Cerrillo
2014 Misc conf
Improving the k-Nearest Neighbour Rule by an Evolutionary Voting Approach.
HAIS
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
2013 — conf
A Comparative Study of Machine Learning Regression Methods on LiDAR Data: A Case Study.
SOCO-CISIS-ICEUTE
Jorge García-Gutiérrez, Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme
2012 — conf
A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data Fusion.
HAIS (2)
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
2012 J jnl
EVOR-STACK: A label-dependent evolutive stacking on remote sensing data fusion.
Neurocomputing
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
2012 J jnl
On the evolutionary optimization of k-NN by label-dependent feature weighting.
Pattern Recognit. Lett.
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
2011 — conf
A Comparative Study between Two Regression Methods on LiDAR Data: A Case Study.
HAIS (2)
Jorge García-Gutiérrez, Eduardo González-Ferreiro, Daniel Mateos-García, José Cristóbal Riquelme Santos, David Miranda
2011 J jnl
Automatic environmental quality assessment for mixed-land zones using lidar and intelligent techniques.
Expert Syst. Appl.
Jorge García-Gutiérrez, Luis Gonçalves-Seco, José Cristóbal Riquelme Santos
2011 C conf
Gene-gene interaction based clustering method for microarray data.
ISDA
Norberto Díaz-Díaz, Francisco Gómez-Vela, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez
2010 — conf
A SVM and k-NN Restricted Stacking to Improve Land Use and Land Cover Classification.
HAIS (2)
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
2010 — conf
Label Dependent Evolutionary Feature Weighting for Remote Sensing Data.
HAIS (2)
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
2010 — conf
Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps.
IEA/AIE (1)
Jorge García-Gutiérrez, Francisco Martínez-Álvarez, José C. Riquelme
2007 C conf
A Deterministic Model to Infer Gene Networks from Microarray Data.
IDEAL
Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz, Norberto Díaz-Díaz, Domingo S. Rodríguez-Baena, Jorge García-Gutiérrez
2007 C conf
Biclusters Evaluation Based on Shifting and Scaling Patterns.
IDEAL
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez