With the advances in innovative instrumentation and various valuable applications, near-
infrared (NIR) spectroscopy has become a mature analytical technique in various fields …

Wavelength (variable) selection is considered as a means of solving the curse of
dimensionality, which is an important step in multivariate calibration of near-infrared spectra …

Total volatile basic nitrogen (TVB-N) and total viable count (TVC) are two important
indicators for evaluating and controlling the quality and safety of chicken fillets. The aim of …

The abuse of antibiotics is causing gradually increases drug-resistant bacterial strains,
which pose a threat to economic development and human health around the world …

The potential of two different hyperspectral imaging systems (visible near infrared
spectroscopy (Vis-NIR) and NIR) was investigated to determine TVB-N contents in tilapia …

Rapid and low-cost testing tools provide new methods for the evaluation of tea quality. In this
study, a micro near-infrared (NIR) spectrometer was used for the qualitative and quantitative …

When analyzing high-dimensional near-infrared (NIR) spectral datasets, variable selection
is critical to improving models' predictive abilities. However, some methods have many …

In this study, a new variable selection method called bootstrapping soft shrinkage (BOSS)
method is developed. It is derived from the idea of weighted bootstrap sampling (WBS) and …

Fraud frequently occurs in Atlantic salmon market and is difficult or impossible to detect
through visual inspection. This study was implemented to investigate the potential of two …

Moisture content is a crucial factor affecting the quality of soybean seeds. However, the
determination of moisture content of soybean seeds is time-consuming and expensive. In …