| ACF | Autocorrelation Function |
| ADJUST | Artefact Detector based on the Joint Use of Spatial and Temporal features |
| AMRC | Amplitude Modulation Rate of Change |
| ANC | Adaptive Noise Canceler |
| ANFIS | Adaptive Noise Cancellation System |
| ANOVA | Analysis of Variance |
| APF | Adaptive Predictor Filter |
| ASR | Artifact Subspace Reconstruction |
| AUC | Area Under the Curve |
| BC | Binary Classification |
| BiGRU | Bidirectional Gated Recurrent Unit |
| BM | Belief Matching |
| BPF | Band-Pass Filter |
| CC | Correlation of Coefficient |
| CCA | Canonical Correlation Analysis |
| CCR | Correct Classification Rate |
| CNN | Convolutional Neural Network |
| CSED | Cumulative Sum of Squared Error Difference |
| CSMC | Corrugator Supercilii Muscle Contraction |
| DWT | Discrete Wavelet Transform |
| DSNR | Difference in Signal-to-Noise Ratio |
| DTW | Dynamic Time Warping |
| EAWICA | Enhanced Automatic Wavelet ICA |
| EC | Eyes Closed |
| ECG | Electrocardiogram |
| EEG | Electroencephalogram |
| EEMD | Ensemble Empirical Mode Decomposition |
| EII | Electric Impedance Imbalance |
| EM | Expectation–Maximization |
| EMD | Empirical Mode Decomposition |
| EMG | Electromyogram |
| EMI | Electromagnetic Interference |
| EO | Eyes Open |
| EOG | Electrooculogram |
| ERP | Event-Related Potential |
| ETI | Electrode-Tissue Impedance |
| FC | Fully Connected |
| FCBF | Fast Correlation-Based Filter |
| FD | Fractal Dimension |
| FDR | False Discovery Rate |
| FIR | Finite Impulse Response |
| FMEMD | Fast Multivariate Empirical Mode Decomposition |
| FFT | Fast Fourier Transform |
| FORCe | Wavelet + ICA (SOBI) + Thresholding |
| FP-h | False Positive rate per hour |
| FPM | False Positive rate per Minute |
| FPR | False Positive Rate |
| FTR | Frequency-Tagging Response |
| GAN | Generative Adversarial Network |
| GRU | Gated Recurrent Unit |
| GRU-MARSC | Gated Recurrent Unit-based Multi-type Artifact Removal algorithm for Single-Channel |
| GSTV | Group Sparsity Total Variation |
| GWO | Gray Wolf Optimization |
| HPF | High-Pass Filter |
| HPO | HyperParameter Optimization |
| ICA | Independent Component Analysis |
| ICA-W | Independent Component Analysis–Wavelet |
| ICs | Independent Components |
| I-CycleGAN | Improved CycleGAN |
| IMDL | Integrated Minimum Description Length |
| IMFs | Intrinsic Mode Functions |
| IMU | Inertial Measurement Unit |
| ISD | Index of Spectral Deformation |
| KNN | k-Nearest Neighbors |
| LDA | Linear Discriminant Analysis |
| LiMC | Limb Muscle Contraction |
| LaMC | Laryngeal Muscle Contraction |
| LLMS | Leaky Least Mean Squares |
| LMM | Local Maximal and Minimal |
| LMS | Least Mean Square |
| LogP | Log Power |
| LPF | Low-Pass Filter |
| LZC | Lempel–Ziv Complexity |
| MAD | Median Absolute Deviation |
| MAE | Mean Absolute Error |
| MCA | Morphological Component Analysis |
| MCAF | Multi-Channel Adaptive Filtering |
| MARSC | Multi-type Artifact Removal algorithm for Single-Channel |
| MC | Multi-class Classification |
| MCC | Matthews Correlation Coefficient |
| MCCP | Minimal Cost-Complexity Pruning |
| MEMD | Multivariate Empirical Mode Decomposition |
| MFE | Morphological Feature Extraction |
| MI | Mutual Information |
| MMC | Multi-class Multi-output Classification |
| MaMC | Masseter Muscle Contraction |
| MeMC | Mentalis Muscle Contraction |
| MODWT | Maximal Overlap Discrete Wavelet Transform |
| MRA | MultiResolution Analysis |
| MSC | Magnitude Square Coherence |
| MSDW | Multi-window Summation of Derivatives within a Window |
| MSE | Mean Square Error |
| MV-EMD | Multivariate EMD with CCA |
| M-mDistEn | Multiscale Modified-Distribution Entropy |
| MLP | Multilayer Perceptron |
| mRMR | Minimum Redundancy Maximum Relevance |
| NA-MEMD | Noise-Assisted Multivariate Empirical Mode Decomposition |
| NMC | Nasalis Muscle Contration |
| NLMS | Normalized Least Mean Square |
| NSR | Noise-to-Signal Ratio |
| OD | Outlier Detection |
| OOcMC | Orbicularis Oculi Muscle Contraction |
| OOrMC | Orbicularis Oris Muscle Contraction |
| OS-EHO | Opposition Searched–Elephant Herding Optimization |
| PCA | Principal Component Analysis |
| PCMC | Posterior Cervical Muscle Contraction |
| PLN | Power-Line Noise |
| PMC | Pharyngeal Muscle Contraction |
| PGA | Principal Geodesic Analysis |
| PSD | Power Spectral Density |
| PSNR | Peak Signal-to-Noise Ratio |
| PPV | Positive Predictive Value |
| QDA | Quadratic Discriminant Analysis |
| RLS | Recursive Least-Squares Adaptive |
| RMS | Root Mean Square |
| RMSE | Root Mean Squared Error |
| RCs | Reconstructed Components |
| ResCNN | Residual Convolutional Neural Network |
| ResUnet1D | 1D Residual U-Net Semantic Segmentation Network |
| RNN | Recurrent Neural Network |
| RP | Relative Power |
| RRMSE | Relative Root Mean Squared Error |
| RRMSEf | Relative Root Mean Squared Error in time domain |
| RRMSEt | Relative Root Mean Squared Error in frequency domain |
| RSD | Relative Spectral Difference |
| SAR | Signal-to-Artifact Ratio |
| SBF | Stop-Band Filter |
| SD | Standard Deviation |
| SDW | Summation of Derivatives within a Window |
| ShMC | Shoulder Muscle Contraction |
| SSA | Singular Spectrum Analysis |
| SubMc | Submentalis Muscle Contraction |
| SE | Shannon Entropy |
| SEF | Spectral Edge Frequency |
| SG | Savitzky–Golay Filter |
| SOBI | Second Order Blind Identification |
| SNR | Signal-to-Noise Ratio |
| SVM | Support Vector Machine |
| SSVEP | Steady-State Visual Evoked Potentials |
| SWT | Stationary Wavelet Transform |
| STFT | Short-Time Fourier Transform |
| SVD | Singular Value Decomposition |
| TEN | Thermal Electronics Noise |
| TeMC | Temporalis Muscle Contraction |
| ToMC | Tongue Muscle Contraction |
| TFA | Time–Frequency Analysis |
| TPR | True Positive Rate |
| TPOT | Tree-based Pipeline Optimization Tool |
| vEOG | vertical Electrooculogram |
| VME | Variational Mode Extraction |
| VME-DWT | Variational Mode Extraction with Discrete Wavelet Transform |
| WICs | Wavelet Independent Components |
| wICA | Wavelet-enhanced Independent Component Analysis |
| WT | Wavelet Transform |
| ZCR | Zero Crossing Rate |
| ZMC | Zygomaticus Muscle Contraction |