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. 2022 Jun 3;22(11):4268. doi: 10.3390/s22114268
AI artificial intelligence
AMI Amazon Machine Image
CI/CD continuous integration/continuous delivery
CRISP-DM CRoss Industry Standard Process for Data Mining
CRISP-ML CRoss Industry Standard Process for Machine Learning
DevOps compound of development and operations
DMG Data Mining Group
DoE design of the experiment
EDA exploratory data analysis
ERP enterprise resource planning
FT-IR Fourier-transform infrared spectroscopy
HSE health and safety executive
IoT internet of things
KPIs key performance indicators
LIMS laboratory information management system
LSS lean six sigma
ML machine learning
MLOps machine-learning model operationalization management
NIPALS nonlinear iterative partial least squares
OEE overall equipment effectiveness
PAT process analytical technology
PC personal computer
PLSR partial least squares regression
PMML predictive model markup language
PoC proof of concept
PRISMA preferred reporting items for systematic reviews and meta-analyses
PSE process system engineering
R2 correlation coefficient
RFR random forest regression
RMSE root-mean-square deviation
RPD relative percent differences
SPC statistical process control
XGBoost extreme gradient boosting
10-cv ten-fold cross-validation