Listar Memoria en extenso por autor "0000-0003-1053-4658"
Mostrando ítems 1-3 de 3
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Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays
Sánchez Garreta, Josep Salvador (ACM, 2018-05)In gene-expression microarray data sets each sample is defined by hundreds or thousands of measurements. High-dimensionality data spaces have been reported as a significant obstacle to apply machine learning algorithms, ... -
Feature dimensionality vs. distribution of sample types: A preliminary study on gene-expression microarrays
Sánchez Garreta, José Salvador (AEPIA, 2018)n gene-expression microarray data sets each sample is defined by hundreds or thousands of measurements. High- dimensionality data spaces have been reported as a significant obstacle to apply machine learning algorithms, ... -
Instance selection for the nearest neighbor classifier: Connecting the performance to the underlying data structure
García, Vicente (Springer, 2019)Instance selection is one of the most successful solutions to low noise tolerance of the nearest neighbor classifier. Many algorithms have been proposed in the literature, but further research in this area is still needed ...