• openAccess   Classification of high dimensional and imbalanced hyperspectral imagery data 

      García, Vicente; Sánchez Garreta, Josep Salvador; Mollineda, Ramón A. Springer (2011)
      The present paper addresses the problem of the classification of hyperspectral images with multiple imbalanced classes and very high dimensionality. Class imbalance is handled by resampling the data set, whereas PCA is ...