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