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Listar por autor "García Gutiérrez, Jorge"
Mostrando ítems 41-49 de 49
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Artículo
On the evolutionary optimization of k-NN by label-dependent feature weighting
Mateos García, Daniel; García Gutiérrez, Jorge; Riquelme Santos, José Cristóbal (Elsevier, 2012)Different approaches of feature weighting and k-value selection to improve the nearest neighbour technique can be found ...
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Artículo
On the evolutionary weighting of neighbours and features in the k-nearest neighbour rule
Mateos García, Daniel; García Gutiérrez, Jorge; Riquelme Santos, José Cristóbal (Elsevier, 2019)This paper presents an evolutionary method for modifying the behaviour of the k-Nearest-Neighbour clas sifier (kNN) called ...
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Artículo
On the Performance of One-Stage and Two-Stage Object Detectors in Autonomous Vehicles Using Camera Data
Carranza García, Manuel; Torres Mateo, Jesús; Lara Benítez, Pedro; García Gutiérrez, Jorge (MDPI, 2021)Object detection using remote sensing data is a key task of the perception systems of self-driving vehicles. While many ...
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Ponencia
Optimizing a Classification System for HEp-2 Cells by Evolutionary Computation
Mateos García, Daniel; García Gutiérrez, Jorge; Riquelme Santos, José Cristóbal (International Association for Pattern Recognition (IAPR), 2012)In this work, we describe a classification system to automatically recognize the pattern of HEp-2 cells within IIF ...
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Artículo
Quantifying biomass consumption and carbon release from the California Rim fire by integrating airborne LiDAR and Landsat OLI data
García, Mariano; Saatchi, Sassan; Casas, Ángeles; Koltunov, Alexander; Ustin, Susan; Ramírez, Carlos; García Gutiérrez, Jorge; Balzter, Heiko (American Geophysical Union (AGU), 2017)Quantifying biomass consumption and carbon release is critical to understanding the role of fires in the carbon cycle and ...
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Ponencia
Remote mining: from clustering to DTM
García Gutiérrez, Jorge; Martínez Álvarez, F.; Laguna Ruiz, D.; Riquelme Santos, José Cristóbal (Bournemouth University, 2008)LIDAR data acquisition is becoming an indispensable task for terrain characterization in large surfaces. In Mediterranean ...
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Ponencia
RESDEC: Online Management Tool for Implementation Components Selection in Software Product Lines Using Recommender Systems
Rodas Silva, Jorge Luis; Galindo Duarte, José Ángel; García Gutiérrez, Jorge; Benavides Cuevas, David Felipe (ACM: Association for Computing Machinery, 2019)Software product lines (SPL) management is one of the most im portant activities for the software engineer and it represents ...
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Artículo
Selection of Software Product Line Implementation Components Using Recommender Systems: An Application to Wordpress
Rodas Silva, Jorge Luis; Galindo Duarte, José Ángel; García Gutiérrez, Jorge; Benavides Cuevas, David Felipe (IEEE Computer Society, 2019)In software products line (SPL), there may be features which can be implemented by different components, which means there ...
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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. ...