Partial least squares-discriminant analysis (PLS-DA) for classification of high-dimensional (HD) data: a review of contemporary practice strategies and knowledge …
Partial least squares-discriminant analysis (PLS-DA) is a versatile algorithm that can be
used for predictive and descriptive modelling as well as for discriminative variable selection …
used for predictive and descriptive modelling as well as for discriminative variable selection …
Selecting training sets for support vector machines: a review
Support vector machines (SVMs) are a supervised classifier successfully applied in a
plethora of real-life applications. However, they suffer from the important shortcomings of …
plethora of real-life applications. However, they suffer from the important shortcomings of …
Alternative data mining/machine learning methods for the analytical evaluation of food quality and authenticity–A review
AM Jiménez-Carvelo, A González-Casado… - Food research …, 2019 - Elsevier
In recent years, the variety and volume of data acquired by modern analytical instruments in
order to conduct a better authentication of food has dramatically increased. Several pattern …
order to conduct a better authentication of food has dramatically increased. Several pattern …
Parallel genetic algorithms: a useful survey
In this article, we encompass an analysis of the recent advances in parallel genetic
algorithms (PGAs). We have selected these algorithms because of the deep interest in many …
algorithms (PGAs). We have selected these algorithms because of the deep interest in many …
An overview on the applications of typical non-linear algorithms coupled with NIR spectroscopy in food analysis
Near-infrared (NIR) spectroscopy as a low-cost technique with its non-destructive fast
nature, precision, control, accuracy, repeatability, and reproducibility has been extensively …
nature, precision, control, accuracy, repeatability, and reproducibility has been extensively …
Determination of hemicellulose, cellulose and lignin in moso bamboo by near infrared spectroscopy
X Li, C Sun, B Zhou, Y He - Scientific reports, 2015 - nature.com
The contents of hemicellulose, cellulose and lignin are important for moso bamboo
processing in biomass energy industry. The feasibility of using near infrared (NIR) …
processing in biomass energy industry. The feasibility of using near infrared (NIR) …
Chemometric applications to assess quality and critical parameters of virgin and extra-virgin olive oil. A review
Today virgin and extra-virgin olive oil (VOO and EVOO) are food with a large number of
analytical tests planned to ensure its quality and genuineness. Almost all official methods …
analytical tests planned to ensure its quality and genuineness. Almost all official methods …
Weld appearance prediction with BP neural network improved by genetic algorithm during disk laser welding
The appearance of welds is the external manifestation of welding quality. The morphology of
molten pools is significantly associated with the weld appearance, but the approach to …
molten pools is significantly associated with the weld appearance, but the approach to …
Optimization of parameter selection for partial least squares model development
N Zhao, Z Wu, Q Zhang, X Shi, Q Ma, Y Qiao - Scientific reports, 2015 - nature.com
In multivariate calibration using a spectral dataset, it is difficult to optimize nonsystematic
parameters in a quantitative model, ie, spectral pretreatment, latent factors and variable …
parameters in a quantitative model, ie, spectral pretreatment, latent factors and variable …
Determination of trace thiophanate-methyl and its metabolite carbendazim with teratogenic risk in red bell pepper (Capsicumannuum L.) by surface-enhanced Raman …
Surface-enhanced Raman scattering (SERS) imaging coupling with multivariate analysis in
spectral region of 200 to 1800 cm− 1 was developed to quantify and visualize thiophanate …
spectral region of 200 to 1800 cm− 1 was developed to quantify and visualize thiophanate …