Blood Glucose Prediction Based on Empirical Mode Decomposition and SSA-KELM

2019 ◽

Author(s):

Tianqi Zhao ◽

Xia Yu ◽

Yue Cui ◽

Jianchang Liu

Keyword(s):

Neural Network ◽

Blood Glucose ◽

Empirical Mode Decomposition ◽

Bp Neural Network ◽

Mode Decomposition ◽

Glucose Prediction

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Joint empirical mode decomposition, exponential function estimation and L 1 norm approach for estimating mean value of photoplethysmogram and blood glucose level

IET Signal Processing ◽

10.1049/iet-spr.2020.0096 ◽

2020 ◽

Vol 14 (9) ◽

pp. 652-665

Author(s):

Xueling Zhou ◽

Bingo Wing-Kuen Ling ◽

Zikang Tian ◽

Yiu-Wai Ho ◽

Kok-Lay Teo

Keyword(s):

Blood Glucose ◽

Blood Glucose Level ◽

Empirical Mode Decomposition ◽

Glucose Level ◽

Exponential Function ◽

Mean Value ◽

Function Estimation ◽

Mode Decomposition

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Wearable Non-invasive Blood Glucose Estimation via Empirical Mode Decomposition Based Hierarchical Multiresolution Analysis and Random Forest

2018 IEEE 23rd International Conference on Digital Signal Processing (DSP) ◽

10.1109/icdsp.2018.8631545 ◽

2018 ◽

Author(s):

Zheng Li ◽

Qiuliang Ye ◽

Yitong Guo ◽

Zikang Tian ◽

Bingo Wing-Kuen Ling ◽

...

Keyword(s):

Blood Glucose ◽

Random Forest ◽

Empirical Mode Decomposition ◽

Multiresolution Analysis ◽

Non Invasive ◽

Mode Decomposition ◽

Glucose Estimation

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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

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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 ◽

Selection Of

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Speech Analysis Method Based on Source-Filter Model Using Multivariate Empirical Mode Decomposition

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e99.a.1762 ◽

2016 ◽

Vol E99.A (10) ◽

pp. 1762-1773 ◽

Cited By ~ 1

Author(s):

Surasak BOONKLA ◽

Masashi UNOKI ◽

Stanislav S. MAKHANOV ◽

Chai WUTIWIWATCHAI

Keyword(s):

Empirical Mode Decomposition ◽

Speech Analysis ◽

Analysis Method ◽

Filter Model ◽

Multivariate Empirical Mode Decomposition ◽

Mode Decomposition

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Identification of drilling stick-slip vibration conditions based on Empirical Mode Decomposition threshold denoising and Support Vector Machine

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9189647 ◽

2020 ◽

Author(s):

Ke Zhang ◽

Weihua Cao ◽

Chao Gan ◽

Wenkai Hu

Keyword(s):

Support Vector Machine ◽

Empirical Mode Decomposition ◽

Support Vector ◽

Stick Slip ◽

Mode Decomposition

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ATTENTION COMPARISON OF DIFFERENT OFFICE LIGHTING SCENARIOS BY BRAINWAVE MEASUREMENTS AND EMPIRICAL MODE DECOMPOSITION

PROCEEDINGS OF CIE 2018 TOPICAL CONFERENCE ON SMART LIGHTING ◽

10.25039/x45.2018.po02 ◽

2018 ◽

Author(s):

I-Chieh Chen ◽

Chin-Hsien Wu ◽

Yi-Chun Chen

Keyword(s):

Empirical Mode Decomposition ◽

Mode Decomposition ◽

Office Lighting

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Electromagnetic ultrasonic diagnosis based on lifting wavelet packet and set empirical mode decomposition

Advance in Modern Physics ◽

10.35534/amp.0202007c ◽

2020 ◽

Vol 2 (2) ◽

pp. 43-51

Author(s):

Cao Jiangying

Keyword(s):

Empirical Mode Decomposition ◽

Wavelet Packet ◽

Ultrasonic Diagnosis ◽

Mode Decomposition ◽

Lifting Wavelet

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Energy-Efficient ECG Signal Compression Method in Wearable Body Sensor Networks by Leveraging Empirical Mode Decomposition

10.37099/mtu.dc.etdr/731 ◽

2018 ◽

Author(s):

Hui Huang

Keyword(s):

Sensor Networks ◽

Empirical Mode Decomposition ◽

Energy Efficient ◽

Body Sensor Networks ◽

Ecg Signal ◽

Signal Compression ◽

Compression Method ◽

Mode Decomposition ◽

Signal Compression Method

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Blood Glucose Prediction Based on Empirical Mode Decomposition and SSA-KELM

Blood Glucose Prediction Based on Empirical Mode Decomposition and GA-BP Neural Network

Joint empirical mode decomposition, exponential function estimation and L 1 norm approach for estimating mean value of photoplethysmogram and blood glucose level

Wearable Non-invasive Blood Glucose Estimation via Empirical Mode Decomposition Based Hierarchical Multiresolution Analysis and Random Forest

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

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

Speech Analysis Method Based on Source-Filter Model Using Multivariate Empirical Mode Decomposition

Identification of drilling stick-slip vibration conditions based on Empirical Mode Decomposition threshold denoising and Support Vector Machine

ATTENTION COMPARISON OF DIFFERENT OFFICE LIGHTING SCENARIOS BY BRAINWAVE MEASUREMENTS AND EMPIRICAL MODE DECOMPOSITION

Electromagnetic ultrasonic diagnosis based on lifting wavelet packet and set empirical mode decomposition

Energy-Efficient ECG Signal Compression Method in Wearable Body Sensor Networks by Leveraging Empirical Mode Decomposition

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