• openAccess   Effect of Denoising in Band Selection for Regression Tasks in Hyperspectral Datasets 

      Latorre Carmona, Pedro; Martínez Sotoca, José; Pla, Filiberto; Bioucas-Dias, José; Julià Ferré, Carme Institute of Electrical and Electronics Engineers (IEEE) (2013)
      This paper presents a comparative analysis of six band selection methods applied to hyperspectral datasets for biophysical variable estimation problems, where the effect of denoising on band selection performance has ...
    • openAccess   Feature selection in regression tasks using conditional mutual information 

      Latorre Carmona, Pedro; Martínez Sotoca, José; Pla, Filiberto; Phoa, Frederick K. H.; Bioucas-Dias, José Springer (2011)
      This paper presents a supervised feature selection method applied to regression problems. The selectionmethod uses a Dissimilarity matrix originally developed for classification problems, whose applicability is extended ...
    • closedAccess   Locations Selection for Periodic Radio Map Update in WiFi Fingerprinting 

      Mendoza-Silva, Germán Martín; Torres-Sospedra, Joaquín; Huerta, Joaquin Springer (2018)
      The construction and update of a radio map are usually referred as the main drawbacks of WiFi fingerprinting, a very popular method in indoor localization research. For radio map update, some studies suggest taking new ...
    • openAccess   Predicción de la reincidencia juvenil mediante el yls/cmi y baremos para su valoración 

      Cuervo, Keren; Villanueva, Lidón; PRADO-GASCO, VICENTE Sociedad Mexicana de Psicología A.C. (2017)
      Para predecir la reincidencia juvenil se considera de gran importancia la utilización de instrumentos estandarizados, basados en evidencia, como el Youth Level of Service/Case Management Inventory (yls/cmi). Por ello, ...
    • openAccess   Rice-yield prediction with multi-temporal sentinel-2 data and 3D CNN: A case study in Nepal 

      Fernandez-Beltran, Ruben; Baidar, Tina; kang, jian; Pla, Filiberto Multidisciplinary Digital Publishing Institute (2021-04-04)
      Crop yield estimation is a major issue of crop monitoring which remains particularly challenging in developing countries due to the problem of timely and adequate data availability. Whereas traditional agricultural systems ...