Skip to main content
. 2022 Oct 24;24(11):1517. doi: 10.3390/e24111517
AAPE Amplitude aware permutation entropy
ANN Artificial neural network
ApEn Approximate entropy
CMFDE Composite multiscale fluctuation-based dispersion entropy
CNN Convolutional neural network
CVs Coefficients of variation
CWRU Case Western Reserve University
CWT Continuous wavelet transform
DE Dispersion entropy
DLZC Dispersion Lempel-Ziv complexity
EEMD Ensemble empirical mode decomposition
ELM Extreme learning machine
EMD Empirical mode decomposition
FDE Fluctuation-based dispersion entropy
FDLZC Fluctuation-based DLZC
GA-ELM Genetic algorithm optimized extreme learning machine
GRCMFE Generalized refined composite multiscale fuzzy entropy
GSA-SVM Gravitational search algorithm optimized support vector machine
HCNN Hierarchical convolutional neural network
HFDE Hierarchical fluctuation-based dispersion entropy
HRCMFDE Hierarchical refined composite multiscale fluctuation-based dispersion entropy
IFBE Improved frequency band entropy
IMFs Intrinsic mode functions
KELM Kernel extreme learning machine
k-NN K-nearest neighbor
LMD Local mean decomposition
LSVM Linear support vector machine
LZC Lempel-Ziv complexity
MAAPE Multiscale amplitude aware permutation entropy
MFDE Multiscale fluctuation-based dispersion entropy
MFPT Machinery Fault Prevention Technology
M-RVM Multiclass relevance vector machine
MSE Multiscale entropy
MSST Multi-synchro-squeezing transform
NCDF Normal cumulative distribution function
NPLSSMM Non-parallel least squares support matrix machine
PCA Principal component analysis
PE Permutation entropy
PSO Particle swarm optimization
PSO-ELM Particle swarm optimization-based extreme learning machine
RCMFDE Refined composite multiscale fluctuation-based dispersion entropy
RCMFDLZC Refined composite multiscale FDLZC
RNN Recurrent neural network
SD Standard deviation
SE Sample entropy
SFC-DL Sparse feature coding based on dictionary learning
SLFN Single-hidden layer feedforward neural network
sps sample per second
STMSST Second-order time-reassigned multi-synchro-squeezing transform
SVM Support vector machines
VMD Variational mode decomposition
WGN White Gaussian noise
WPT Wavelet packet transform
WT Wavelet transform
WTFD Wavelet time-frequency diagram