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Listar Capítulos (Lenguajes y Sistemas Informáticos) por autor "García Gutiérrez, Jorge"
Mostrando ítems 1-7 de 7
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Capítulo de Libro
A Comparative Study between Two Regression Methods on LiDAR Data: A Case Study
García Gutiérrez, Jorge; González Ferreiro, Eduardo; Mateos García, Daniel; Riquelme Santos, José Cristóbal; Miranda, David (Springer, 2011)Airborne LiDAR (Light Detection and Ranging) has become an excellent tool for accurately assessing vegetation characteristics ...
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Capítulo de Libro
A Comparative Study of Machine Learning Regression Methods on LiDAR Data: A Case Study
García Gutiérrez, Jorge; Martínez Álvarez, Francisco; Troncoso Lora, Alicia; Riquelme Santos, José Cristóbal (Springer, 2014)Light Detection and Ranging (LiDAR) is a remote sensor able to extract vertical information from sensed objects. ...
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Capítulo de Libro
A Non-parametric Approach for Accurate Contextual Classification of LIDAR and Imagery Data Fusion
García Gutiérrez, Jorge; Mateos García, Daniel; Riquelme Santos, José Cristóbal (Springer, 2012)Light Detection and Ranging (LIDAR) has become a very important tool to many environmental applications. This work ...
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Capítulo de Libro
A SVM and k-NN Restricted Stacking to Improve Land Use and Land Cover Classification
García Gutiérrez, Jorge; Mateos García, Daniel; Riquelme Santos, José Cristóbal (2010)Land use and land cover (LULC) maps are remote sensing products that are used to classify areas into different landscapes. ...
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Capítulo de Libro
Improving the k-Nearest Neighbour Rule by an Evolutionary Voting Approach
García Gutiérrez, Jorge; Mateos García, Daniel; Riquelme Santos, José Cristóbal (Springer, 2014)This work presents an evolutionary approach to modify the voting system of the k-Nearest Neighbours (kNN). The main novelty ...
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Capítulo de Libro
Label Dependent Evolutionary Feature Weighting for Remote Sensing Data
Mateos García, Daniel; García Gutiérrez, Jorge; Riquelme Santos, José Cristóbal (2010)Nearest neighbour (NN) is a very common classifier used to develop important remote sensing products like land use and ...
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Capítulo de Libro
Using Remote Data Mining on LIDAR and Imagery Fusion Data to Develop Land Cover Maps
García Gutiérrez, Jorge; Martínez Álvarez, Francisco; Riquelme Santos, José Cristóbal (2010)Remote sensing based on imagery has traditionally been the main tool used to extract land uses and land cover (LULC) maps. ...