Article ID Journal Published Year Pages File Type
7686554 Talanta 2012 9 Pages PDF
Abstract
► We explore the benefit of dimensionality reduction for FTIR datasets. ► We tested the mRMR and SOM dimensionality reduction methods in a quantification task. ► Increasing information will increase the quality of the data if redundancy is low. ► Increasing information will reduce computational costs if redundancy is low. ► Results showed outstanding improvements in quantification performance.
Related Topics
Physical Sciences and Engineering Chemistry Analytical Chemistry
Authors
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