期刊： JOURNAL OF CHEMOMETRICS, 2021; 35 (9)
The h-index was originally proposed to measure the impact of individuals' scientific output, based on their number of publications and citations. In t......
期刊： JOURNAL OF CHEMOMETRICS, 2021; 35 (7-8)
High-dimensional problems exist in various fields of medicine. Data analysis of medical data from a high-dimensional perspective brings new challenges......
期刊： JOURNAL OF CHEMOMETRICS, ; ()
Toxicant testing is a major component of the environmental solution testing program. This test system aims to evaluate the sensitivity of the test spe......
期刊： JOURNAL OF CHEMOMETRICS, 2021; 35 (1)
Distinguishing the polymorphs of basic copper chlorides is useful to inform how these materials were used as pigments in Western artworks. Raman imagi......
期刊： JOURNAL OF CHEMOMETRICS, 2021; 35 (4)
Preprocessing and variable selection are the most widely used strategies to develop accurate predictive models based on infrared spectroscopy. In our ......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (8)
UV-Vis spectrophotometry has been widely applied in the quantitative analysis of different analytes in many fields, but it still faces challenges in t......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (9)
Usual multivariate statistical analysis (MSA) techniques are highly sensitive to outliers because they are based on the least squares fitting or the e......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (10)
The characteristics of the spectral data are essential for the qualitative analysis of substances. Traditional classification models often need to pre......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (10)
Raman spectrum is wealth of structural information, which can be used as molecular fingerprint to identify compounds. There are relations between the ......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (11)
Spectrum preprocessing is an essential component in the near-infrared (NIR) calibration. However, it has mostly been configured arbitrarily in the lit......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (11)
Energy-dispersive X-ray fluorescence spectroscopy has been effectively applied to detect heavy metals in soil because of its fast detection speed, low......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (3)
As a typical process monitoring method for the large-scale industrial process, the distributed principal components analysis (DPCA) needs to be improv......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (5)
The surface-free lithium content, which is a critical index that reflecting the quality of ternary cathode materials, usually cannot be monitored in r......
期刊： JOURNAL OF CHEMOMETRICS, 2020; 34 (8)
The peak alignment is a vital preprocessing step before downstream analysis, such as biomarker discovery and pathway analysis, for two-dimensional gas......
期刊： JOURNAL OF CHEMOMETRICS, 2019; 33 (10)
Feature selection and rebalancing can be seen as two preprocessing ways in class-imbalanced learning. Recently, there have been many research achievem......
