Jorge García-Gutiérrez

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 17

Top Topics

Nearest Neighbour

Validity Indices

Drift Detection

Top Venues

Artif. Intell. Medicine

Publications

Tomás Cabello-López, Manuel Cañizares-Juan, Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme
Concept Drift Detection to Improve Time Series Forecasting of Wind Energy Generation. HAIS (2022)
Manuel Carranza-García, Pedro Lara-Benítez, Jorge García-Gutiérrez, José C. Riquelme
Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance. Neurocomputing 449 (2021)
Manuel Carranza-García, Pedro Lara-Benítez, Jorge García-Gutiérrez, José C. Riquelme
Enhancing Object Detection for Autonomous Driving by Optimizing Anchor Generation and Addressing Class Imbalance. CoRR (2021)
Manuel Carranza-García, Jesús Torres-Mateo, Pedro Lara-Benítez, Jorge García-Gutiérrez
On the Performance of One-Stage and Two-Stage Object Detectors in Autonomous Vehicles Using Camera Data. Remote. Sens. 13 (1) (2021)
Pedro Lara-Benítez, Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme
Asynchronous dual-pipeline deep learning framework for online data stream classification. Integr. Comput. Aided Eng. 27 (2) (2020)
Laura Macías-García, María Martínez-Ballesteros, José María Luna-Romera, José Manuel García-Heredia, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
Autoencoded DNA methylation data to predict breast cancer recurrence: Machine learning models and gene-weight significance. Artif. Intell. Medicine 110 (2020)
José María Luna-Romera, María Martínez-Ballesteros, Jorge García-Gutiérrez, José C. Riquelme
External clustering validity index based on chi-squared statistical test. Inf. Sci. 487 (2019)
Manuel Carranza-García, Jorge García-Gutiérrez, José C. Riquelme
A Framework for Evaluating Land Use and Land Cover Classification Using Convolutional Neural Networks. Remote. Sens. 11 (3) (2019)
Jorge Rodas-Silva, José Angel Galindo, Jorge García-Gutiérrez, David Benavides
RESDEC: online management tool for implementation components selection in software product lines using recommender systems. SPLC (B) (2019)
Jorge Rodas-Silva, José Angel Galindo, Jorge García-Gutiérrez, David Benavides
Selection of Software Product Line Implementation Components Using Recommender Systems: An Application to Wordpress. IEEE Access 7 (2019)
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
On the evolutionary weighting of neighbours and features in the k-nearest neighbour rule. Neurocomputing (2019)
José María Luna-Romera, Jorge García-Gutiérrez, María Martínez-Ballesteros, José Cristóbal Riquelme Santos
An approach to validity indices for clustering techniques in Big Data. Prog. Artif. Intell. 7 (2) (2018)
Laura Macías-García, José María Luna-Romera, Jorge García-Gutiérrez, María Martínez-Ballesteros, José Cristóbal Riquelme Santos, Ricardo González-Cámpora
A study of the suitability of autoencoders for preprocessing data in breast cancer experimentation. J. Biomed. Informatics 72 (2017)
José María Luna-Romera, María del Mar Martínez-Ballesteros, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark. CAEPIA (2016)
Jorge García-Gutiérrez, Eduardo González-Ferreiro, Daniel Mateos-García, José Cristóbal Riquelme Santos
A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass Estimation. HAIS (2016)
Jorge García-Gutiérrez
Improving models for environmental applications of LiDAR: Novel approaches based on soft computing. AI Commun. 29 (1) (2016)
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
An evolutionary voting for k-nearest neighbours. Expert Syst. Appl. 43 (2016)
Jorge García-Gutiérrez, Daniel Mateos-García, Mariano García, José Cristóbal Riquelme Santos
An evolutionary-weighted majority voting and support vector machines applied to contextual classification of LiDAR and imagery data fusion. Neurocomputing 163 (2015)
Jorge García-Gutiérrez, Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme
A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables. Neurocomputing 167 (2015)
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
Improving the k-Nearest Neighbour Rule by an Evolutionary Voting Approach. HAIS (2014)
Jorge García-Gutiérrez, Eduardo González-Ferreiro, José Cristóbal Riquelme Santos, David Miranda, Ulises Diéguez-Aranda, Rafael M. Navarro-Cerrillo
Evolutionary feature selection to estimate forest stand variables using LiDAR. Int. J. Appl. Earth Obs. Geoinformation 26 (2014)
Jorge García-Gutiérrez, Francisco Martínez-Álvarez, Alicia Troncoso Lora, José C. Riquelme
A Comparative Study of Machine Learning Regression Methods on LiDAR Data: A Case Study. SOCO-CISIS-ICEUTE (2013)
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
EVOR-STACK: A label-dependent evolutive stacking on remote sensing data fusion. Neurocomputing 75 (1) (2012)
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data Fusion. HAIS (2) (2012)
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
On the evolutionary optimization of k-NN by label-dependent feature weighting. Pattern Recognit. Lett. 33 (16) (2012)
Jorge García-Gutiérrez, Eduardo González-Ferreiro, Daniel Mateos-García, José Cristóbal Riquelme Santos, David Miranda
A Comparative Study between Two Regression Methods on LiDAR Data: A Case Study. HAIS (2) (2011)
Norberto Díaz-Díaz, Francisco Gómez-Vela, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez
Gene-gene interaction based clustering method for microarray data. ISDA (2011)
Jorge García-Gutiérrez, Luis Gonçalves-Seco, José Cristóbal Riquelme Santos
Automatic environmental quality assessment for mixed-land zones using lidar and intelligent techniques. Expert Syst. Appl. 38 (6) (2011)
Jorge García-Gutiérrez, Francisco Martínez-Álvarez, José C. Riquelme
Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps. IEA/AIE (1) (2010)
Daniel Mateos-García, Jorge García-Gutiérrez, José Cristóbal Riquelme Santos
Label Dependent Evolutionary Feature Weighting for Remote Sensing Data. HAIS (2) (2010)
Jorge García-Gutiérrez, Daniel Mateos-García, José Cristóbal Riquelme Santos
A SVM and k-NN Restricted Stacking to Improve Land Use and Land Cover Classification. HAIS (2) (2010)
Juan A. Nepomuceno, Alicia Troncoso Lora, Jesús S. Aguilar-Ruiz, Jorge García-Gutiérrez
Biclusters Evaluation Based on Shifting and Scaling Patterns. IDEAL (2007)
Isabel A. Nepomuceno-Chamorro, Jesús S. Aguilar-Ruiz, Norberto Díaz-Díaz, Domingo S. Rodríguez-Baena, Jorge García-Gutiérrez
A Deterministic Model to Infer Gene Networks from Microarray Data. IDEAL (2007)