Automated blink artefact removal from EEG using variational mode decomposition and singular spectrum analysis

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2021.10039008 ◽

2021 ◽

Vol 36 (1) ◽

pp. 64

Author(s):

J.S. Saini ◽

Poonam Sheoran

Keyword(s):

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Variational Mode Decomposition ◽

Singular Spectrum ◽

Mode Decomposition ◽

Artefact Removal

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Automated blink artefact removal from EEG using variational mode decomposition and singular spectrum analysis

International Journal of Biomedical Engineering and Technology ◽

10.1504/ijbet.2021.115941 ◽

2021 ◽

Vol 36 (1) ◽

pp. 64

Author(s):

Poonam Sheoran ◽

J.S. Saini

Keyword(s):

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Variational Mode Decomposition ◽

Singular Spectrum ◽

Mode Decomposition ◽

Artefact Removal

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Smart multi-step deep learning model for wind speed forecasting based on variational mode decomposition, singular spectrum analysis, LSTM network and ELM

Energy Conversion and Management ◽

10.1016/j.enconman.2018.01.010 ◽

2018 ◽

Vol 159 ◽

pp. 54-64 ◽

Author(s):

Hui Liu ◽

Xiwei Mi ◽

Yanfei Li

Keyword(s):

Deep Learning ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Variational Mode Decomposition ◽

Wind Speed Forecasting ◽

Singular Spectrum ◽

Mode Decomposition ◽

Lstm Network ◽

Deep Learning Model

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A hybrid method for noise suppression using variational mode decomposition and singular spectrum analysis

Journal of Applied Geophysics ◽

10.1016/j.jappgeo.2018.10.025 ◽

2019 ◽

Vol 161 ◽

pp. 105-115 ◽

Author(s):

Yatong Zhou ◽

Zhaolin Zhu

Keyword(s):

Hybrid Method ◽

Spectrum Analysis ◽

Noise Suppression ◽

Singular Spectrum Analysis ◽

Variational Mode Decomposition ◽

Singular Spectrum ◽

Mode Decomposition

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A comparative study of singular spectrum analysis and empirical mode decomposition for ultrasonic NDE

2016 IEEE International Ultrasonics Symposium (IUS) ◽

10.1109/ultsym.2016.7728568 ◽

2016 ◽

Author(s):

Yufeng Lu ◽

Jafar Saniie

Keyword(s):

Comparative Study ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Mode Decomposition ◽

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Estimation of the foetal heart rate baseline based on singular spectrum analysis and empirical mode decomposition

Future Generation Computer Systems ◽

10.1016/j.future.2020.05.008 ◽

2020 ◽

Vol 112 ◽

pp. 126-135 ◽

Author(s):

Yu Lu ◽

Xi Zhang ◽

Liwen Jing ◽

Xiaoqing Li ◽

Xianghua Fu

Keyword(s):

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Foetal Heart Rate ◽

Foetal Heart ◽

Singular Spectrum ◽

Mode Decomposition

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Comparative study on three new hybrid models using Elman Neural Network and Empirical Mode Decomposition based technologies improved by Singular Spectrum Analysis for hour-ahead wind speed forecasting

Energy Conversion and Management ◽

10.1016/j.enconman.2017.05.008 ◽

2017 ◽

Vol 147 ◽

pp. 75-85 ◽

Author(s):

Chuanjin Yu ◽

Yongle Li ◽

Mingjin Zhang

Keyword(s):

Neural Network ◽

Comparative Study ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Elman Neural Network ◽

Wind Speed Forecasting ◽

Singular Spectrum ◽

Mode Decomposition

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Cloud Task Prediction Model Based on Singular Spectrum Analysis, Empirical Mode Decomposition and Temporal Convolutional Network

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-70665-4_11 ◽

2021 ◽

pp. 89-97

Author(s):

Tao Lin ◽

Zhangxiao Hao ◽

Dongmei Su

Keyword(s):

Prediction Model ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Convolutional Network ◽

Model Based ◽

Singular Spectrum ◽

Mode Decomposition

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Sleeping stage classification based on joint quaternion valued singular spectrum analysis and ensemble empirical mode decomposition

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103086 ◽

2022 ◽

Vol 71 ◽

pp. 103086

Author(s):

Zuo Huang ◽

Bingo Wing-Kuen Ling

Keyword(s):

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Ensemble Empirical Mode Decomposition ◽

Singular Spectrum ◽

Mode Decomposition ◽

Stage Classification

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Detection of weak signals based on empirical mode decomposition and singular spectrum analysis

IET Signal Processing ◽

10.1049/iet-spr.2011.0215 ◽

2013 ◽

Vol 7 (4) ◽

pp. 269-276 ◽

Author(s):

Ma Rui ◽

Chen Yushu ◽

Sun Huagang

Keyword(s):

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Weak Signals ◽

Singular Spectrum ◽

Mode Decomposition ◽

Detection Of Weak Signals

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Process Monitoring and Fault Detection using Empirical Mode Decomposition and Singular Spectrum Analysis

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2019.09.190 ◽

2019 ◽

Vol 52 (14) ◽

pp. 219-224

Author(s):

S. Krishnannair ◽

C. Aldrich

Keyword(s):

Fault Detection ◽

Empirical Mode Decomposition ◽

Process Monitoring ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Mode Decomposition

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