Jorge García Gutiérrez
TitleCited byYear
A comparison of machine learning regression techniques for LiDAR-derived estimation of forest variables
J García-Gutiérrez, F Martínez-Álvarez, A Troncoso, JC Riquelme
Neurocomputing 167, 24-31, 2015
372015
Evolutionary feature selection to estimate forest stand variables using LiDAR
J Garcia-Gutierrez, E Gonzalez-Ferreiro, JC Riquelme-Santos, D Miranda, ...
International Journal of Applied Earth Observation and Geoinformation 26 …, 2014
322014
STATService: Herramienta de análisis estadístico como soporte para la investigación con Metaheurísticas
JA Parejo, J García, A Ruiz-Cortés, JC Riquelme
MAEB, 2012
26*2012
Comparison of ALS based models for estimating aboveground biomass in three types of Mediterranean forest
J Guerra-Hernández, EB Görgens, J García-Gutiérrez, LCE Rodriguez, ...
European Journal of Remote Sensing 49 (1), 185-204, 2016
232016
Quantifying biomass consumption and carbon release from the California Rim fire by integrating airborne LiDAR and Landsat OLI data
M Garcia, S Saatchi, A Casas, A Koltunov, S Ustin, C Ramirez, ...
Journal of Geophysical Research: Biogeosciences 122 (2), 340-353, 2017
222017
Modelling stand biomass fractions in Galician Eucalyptus globulus plantations by use of different LiDAR pulse densities
EM González-Ferreiro, D Miranda, L Barreiro-Fernandez, S Bujan, ...
Forest Systems 22 (3), 510-525, 2013
222013
An evolutionary-weighted majority voting and support vector machines applied to contextual classification of LiDAR and imagery data fusion
J García-Gutiérrez, D Mateos-García, M Garcia, JC Riquelme-Santos
Neurocomputing 163, 17-24, 2015
192015
A comparison of machine learning techniques applied to landsat-5 TM spectral data for biomass estimation
PM López-Serrano, CA López-Sánchez, JG Álvarez-González, ...
Canadian Journal of Remote Sensing 42 (6), 690-705, 2016
182016
On the evolutionary optimization of k-NN by label-dependent feature weighting
D Mateos-García, J García-Gutiérrez, JC Riquelme-Santos
Pattern Recognition Letters 33 (16), 2232-2238, 2012
142012
An approach to silhouette and dunn clustering indices applied to big data in spark
JM Luna-Romera, M del Mar Martínez-Ballesteros, J García-Gutiérrez, ...
Conference of the Spanish Association for Artificial Intelligence, 160-169, 2016
132016
Automatic environmental quality assessment for mixed-land zones using lidar and intelligent techniques
J Garcia-Gutierrez, L Gonçalves-Seco, JC Riquelme-Santos
Expert Systems with Applications 38 (6), 6805-6813, 2011
122011
An approach to validity indices for clustering techniques in big data
JM Luna-Romera, J García-Gutiérrez, M Martínez-Ballesteros, ...
Progress in Artificial Intelligence 7 (2), 81-94, 2018
112018
A comparative study between two regression methods on LiDAR data: A case study
J García-Gutiérrez, E González-Ferreiro, D Mateos-García, ...
International Conference on Hybrid Artificial Intelligence Systems, 311-318, 2011
102011
An evolutionary voting for k-nearest neighbours
D Mateos-García, J García-Gutiérrez, JC Riquelme-Santos
Expert Systems with Applications 43, 9-14, 2016
92016
Decision trees on LiDAR to classify land uses and covers
J Garcia-Gutierreza, L Gonçalves-Secob, J Riquelme-Santosa
Proceedings of the ISPRS Workshop on Laser Scanning–XXXVIII/ W 8, 1-2, 2009
92009
Biclusters evaluation based on shifting and scaling patterns
JA Nepomuceno, AT Lora, JS Aguilar–Ruiz, J García–Gutiérrez
International Conference on Intelligent Data Engineering and Automated …, 2007
92007
Impact of plot size and model selection on forest biomass estimation using airborne LiDAR: A case study of pine plantations in southern Spain
RM Navarro-Cerrillo, E González-Ferreiro, J García-Gutiérrez, CJC Ruiz, ...
Journal of Forest Science 63 (2), 88-97, 2017
82017
EVOR-STACK: A label-dependent evolutive stacking on remote sensing data fusion
J García-Gutiérrez, D Mateos-García, JC Riquelme-Santos
Neurocomputing 75 (1), 115-122, 2012
82012
A study of the suitability of autoencoders for preprocessing data in breast cancer experimentation
L Macias-Garcia, JM Luna-Romera, J Garcia-Gutierrez, ...
Journal of biomedical informatics 72, 33-44, 2017
72017
Feature selection based on bootstrapping
N Diaz-Diaz, JS Aguilar-Ruiz, JA Nepomuceno, J Garcia
2005 ICSC Congress on Computational Intelligence Methods and Applications, 6 pp., 2005
72005
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Articles 1–20