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. 2021 Aug 26;21(17):5739. doi: 10.3390/s21175739
AE Auto-Encoder
AE Auto-Encoder
AI Artificial Intelligence
ANN Artificial Neural Network
ARMA Auto-regressive Moving Average
ARIMA Auto-Regressive Integrated Moving Average
AUC-ROC Area Under Curve/Receiver Operating Characteristic
BN Bayesian Network
CNN Convolutional Neural Network
DBN Deep Belief Network
DBM Deep Boltzmann Machines
DCNN Deep Convolutional Neural Network
DL Deep Learning
DRL Deep Reinforcement Learning
DNN Deep Neural Networks
DT Decision Tree
DWT Discrete Wavelet Transformation
GAN Generative Adversarial Network
GBT Gradient Boosted Tree
GRU Gated Recurrent Units
IoT Internet of Things
KNN K-Nearest Neighbour
LSTM Long Short-Term Memory Network
LR Logistic Regression
MAE Mean Absolute Error
MAPE Mean Absolute Percentage Error
MCMC Markov Chain Monte Carlo
MDP Markov Decision Process
ML Machine Learning
MLP Multi-Layer Perceptron
MSE Mean Squared Error
MTBF Mean Time Between Failure
MTTF Mean Time To Failure
NN Neural Network
PCR Principal Component Regression
PhM Prognostic and Health Management
PdM Predictive Maintenance
PR Precision-Recall
QRF Quantile Regression Forests
ResCNN Residual Convolutional Neural Network
RBM Restricted Boltzmann Machines
RCA Root Cause Analysis
RL Reinforcement Learning
RF Random Forest
rFAR reduced False Alarm Rate
rIPR reduced Impostor Pass Rate
RMSE Root Mean Squared Error
RNN Recurrent Neural Network
RUL Remaining Useful Life
SCM Structural Causal Models
SST Synchro-Squeezing Transform
SVM Support Vector Machine
SVR Support Vector Regression
TL Transfer Learning