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

Download Full-text

Wind speed prediction model using singular spectrum analysis, empirical mode decomposition and convolutional support vector machine

Energy Conversion and Management ◽

10.1016/j.enconman.2018.11.006 ◽

2019 ◽

Vol 180 ◽

pp. 196-205 ◽

Author(s):

Xiwei Mi ◽

Hui Liu ◽

Yanfei Li

Keyword(s):

Support Vector Machine ◽

Prediction Model ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Support Vector ◽

Wind Speed Prediction ◽

Mode Decomposition ◽

Speed Prediction

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Hybrid model combining empirical mode decomposition, singular spectrum analysis, and least squares for satellite-derived sea-level anomaly prediction

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1606959 ◽

2019 ◽

Vol 40 (20) ◽

pp. 7817-7829 ◽

Author(s):

Yanguang Fu ◽

Xinghua Zhou ◽

Weikang Sun ◽

Qiuhua Tang

Keyword(s):

Least Squares ◽

Sea Level ◽

Empirical Mode Decomposition ◽

Hybrid Model ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Sea Level Anomaly ◽

Singular Spectrum ◽

Model Combining ◽

Mode Decomposition

Download Full-text

Joint Empirical Mode Decomposition and Singular Spectrum Analysis Based Pre-processing Method for Wearable Non-invasive Blood Glucose Estimation

2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP) ◽

10.1109/siprocess.2019.8868879 ◽

2019 ◽

Author(s):

Xueling Zhou ◽

Ruisheng Lei ◽

Bingo Wing-Kuen Ling ◽

Caijun Li

Keyword(s):

Blood Glucose ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Processing Method ◽

Non Invasive ◽

Singular Spectrum ◽

Mode Decomposition ◽

Glucose Estimation

Download Full-text

Selection of singular spectrum analysis components via empirical mode decomposition for extracting information for noninvasive blood glucose estimation system

2016 IEEE 14th International Conference on Industrial Informatics (INDIN) ◽

10.1109/indin.2016.7819319 ◽

2016 ◽

Author(s):

Pei-Ru Lin ◽

Weixi Li ◽

Tuhong Zheng ◽

Wing-Kuen Ling ◽

Chi-Kong Li

Keyword(s):

Blood Glucose ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Mode Decomposition ◽

Estimation System ◽

Glucose Estimation ◽

Download Full-text