Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays

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, owing to the associated phenomenon called 'curse of dimensionality'. T...

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Main Author: Sánchez Garreta, Josep Salvador
Other Authors: Garcia, Vicente
Format: Memoria in extenso
Language: en_US
Published: ACM 2018
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