Browsing by Subject "chemometrics"
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EXPLORATION OF MULTIVARIATE CHEMICAL DATA IN NOISY ENVIRONMENTS: NEW ALGORITHMS AND SIMULATION METHOD
(2019-12-13)With high-dimensional measurements becoming increasingly common in chemistry, the efficient extraction of meaningful information from chemical data has never been more important. Chemometrics, a sub-discipline of analytical ... -
An Exploration of Projection Pursuit Analysis and Independent Component Analysis as Alternatives for the Analysis of Multivariate Chemical Data
(2018-08-24)This work presents a critical evaluation of key algorithms for PPA and ICA in applications related to clustering and signal extraction for chemical data. The relationship between PPA and ICA, which has been alluded to in ...