Dimensionality reduction and class prediction algorithm with application to microarray Big Data

Dimensionality reduction and class prediction algorithm with application to microarray Big Data

Abstract The recent technology development in the concern of microarray experiments has provided many new potentialities in terms of simultaneous measurement. But new challenges have arisen from these massive quantities of information qualified as Big Data. The challenge consists to extract the main...

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Bibliographic Details
Main Authors: Fadoua Badaoui, Amine Amar, Laila Ait Hassou, Abdelhak Zoglat, Cyrille Guei Okou
Format: Article
Language:English
Published: SpringerOpen 2017-10-01
Series:Journal of Big Data
Subjects:
Linear discriminant analysis
Tumor classification
Basis vectors
Kendall rank correlation
Cancer
Online Access:http://link.springer.com/article/10.1186/s40537-017-0093-4

Internet

http://link.springer.com/article/10.1186/s40537-017-0093-4

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