MCR-ALS of voltammetric data for the study of environmentally relevant substances
Sign Up to like & getrecommendations! Published in 2020 at "Microchemical Journal"
DOI: 10.1016/j.microc.2020.105177
Abstract: Abstract A critical revision is made on the main approaches and results arising from the combination of multivariate curve resolution by alternating least squares (MCR-ALS) and electroanalytical measurements in the field of environmental analytical chemistry.… read more here.
Keywords: study environmentally; study; mcr als; data study ... See more keywords
Unsupervised classification of voltammetric data beyond principal component analysis.
Sign Up to like & getrecommendations! Published in 2022 at "Chemical communications"
DOI: 10.1039/d2cc03187f
Abstract: In this study, we evaluate different apoproaches to unsupervised classification of cyclic voltammetric data, including Principal Component Analysis (PCA), t-distributed Stochastic Neighbour Embedding (t-SNE), Uniform Manifold Approximation and Projection (UMAP) as well as neural networks.… read more here.
Keywords: unsupervised classification; principal component; voltammetric data; component analysis ... See more keywords