Multi-way chemometric methodologies and applications: a central summary of our research work.
Multi-way data analysis and tensorial calibration are gaining widespread acceptance with the rapid development of modern analytical instruments. In recent years, our group working in State Key Laboratory of Chemo/Biosensing and Chemometrics in Hunan University has carried out exhaustive scientific research work in this area, such as building more canonical symbol systems, seeking the inner mathematical cyclic symmetry property for trilinear or multilinear decomposition, suggesting a series of multi-way calibration algorithms, exploring the rank estimation of three-way trilinear data array and analyzing different application systems. In this present paper, an overview from second-order data to third-order data covering about theories and applications in analytical chemistry has been presented.
Wu
Hai-Long
HL
State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China. hlwu@hnu.cn
Nie
Jin-Fang
JF
Yu
Yong-Jie
YJ
Yu
Ru-Qin
RQ
D000465:Algorithms; D003358:Cosmetics / Q000737:chemistry; D004787:Environmental Pollution; D005504:Food Analysis; D004364:Pharmaceutical Preparations / Q000737:chemistry; D012106:Research; D012306:Risk
D003358:Cosmetics; D004364:Pharmaceutical Preparations