教師個人簡歷
現職
國立中央大學
工學院機械工程學系
教授
專長
Signal Processing
Computational Fluid Dynamics (CFD)
Numerical Analysis
Fluid Mechanics
Algorithm
Data Structure
Software Engineering
Biomedical Engineering
Electronics Design Automation
專長簡述
最高學歷
美國Stanford University
Aeronautics Astronautics
博士
政府GRB研究專長領域
教育部學門領域
國科會計畫統計
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基於EMD的廣義多層次立方雲小波轉換及其在穿戴式嵌入系統進行EXG訊號處理實現
1140801~1150731
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EMD在穿戴式裝置內嵌MCU進行即時運算之理論與應用—以心電圖與深呼吸訊號之萃取為例
1120801~1130731
[無 , 無] -
EMD在穿戴式裝置內嵌MCU進行即時運算之理論與應用—以心電圖與深呼吸訊號之萃取為例
1110801~1120731
[無 , 無] -
樣本熵的計算複雜度以及它的邊緣運算
1090801~1100731
[樣本熵,計算複雜度,邊緣運算,腦波 , sample entropy,computational complexity,edge computing,brain wave] -
EMD的局部性與模態混之關係--數學理論建立以及它的應用
1080801~1090731
[EMD,局部性,脈衝響應,模態混合,衰減率 , EMD, locality, impulse response, mode-mixing decay rate] -
紅黑立方雲曲線廣義小波法及它與EMD之關係
1060801~1070731
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EMD局部性的數學證明、EMD演算法改進
1050801~1060731
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建立經驗模態分解(Standard EMD之數學理論架構與EMD演算法之改善
1040801~1050731
期刊著作
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Evaluation of alpha neurofeedback training to enhance sleep in remitted depression and anxiety sufferers with persistent insomnia
Psychiatry Research, 346, 2025-04-01
[ Alpha wave activity,Anxiety,Depression,Insomnia,Neurofeedback training (NFT) ] -
Software Implementation of Real-Time EMD-Based Algorithm in Embedded Microprocessors for Wearable Devices
IEEE Transactions on Instrumentation and Measurement, 73, 2024-01-01
[ Computational complexity,electrocardiogram (ECG),empirical mode decomposition (EMD),memory cost,microcontroller,real-time,wearable device ] -
Boundary Effects for EMD-Based Algorithms
IEEE Signal Processing Letters, 29, 1032-1036, 2022-01-01 -
On the Memory Cost of EMD Algorithm
IEEE Access, 10, 114242-114251, 2022-01-01
[ CEEMD,EEMD,EMD,memory cost ] -
Home-Use and Real-Time Sleep-Staging System Based on Eye Masks and Mobile Devices with a Deep Learning Model
Journal of Medical and Biological Engineering, 41, 5, 659-668, 2021-10-01
[ Automatic sleep-staging method,EEG,EOG,Eye mask,Home use,Mobile platform,MobileNetV2,Real time ] -
A Low-Cost Implementation of Sample Entropy in Wearable Embedded Systems: An Example of Online Analysis for Sleep EEG
IEEE Transactions on Instrumentation and Measurement, 70, 2021-01-01
[ Computation time,edge computing,microcontroller (MCU),sample entropy (SpEn),sleep electroencephalogram (EEG),wearable device ] -
Empirical Mode Decomposition and Monogenic Signal-Based Approach for Quantification of Myocardial Infarction From MR Images
IEEE Journal of Biomedical and Health Informatics, 23, 2, 731-743, 2019-03-01
[ Ensemble empirical mode decomposition , gray zone , infarct core , monogenic signal , myocardial infarction ] -
A Minimum Arclength Method for Removing Spikes in Empirical Mode Decomposition
IEEE Access, 7, 13284-13294, 2019-01-01
[ Adaptive filters,empirical mode decomposition,impulse noise,masking-EMD,mode splitting,spike ] -
Uniform phase empirical mode decomposition: An optimal hybridization of masking signal and ensemble approaches
IEEE Access, 6, 34819-34833, 2018-06-15
[ EMD , mode splitting , residual noise , uniform phase , UPEMD ] -
The inner structure of empirical mode decomposition
Physica A: Statistical Mechanics and its Applications, 462, 1003-1017, 2016-11-15
[ EMD , Mathematical theory , Sifting matrix , Transfer function ] -
Quantifying Spasticity With Limited Swinging Cycles Using Pendulum Test Based on Phase Amplitude Coupling
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 24, 10, 1081-1088, 2016-10-01
[ Empirical mode decomposition (EMD) , modulation index , muscle strength level , surface electromyography (SEMG) ] -
On holo-hilbert spectral analysis: A full informational spectral representation for nonlinear and non-stationary data
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13
[ Empirical mode decomposition , Hilbert-Huang transform , Holo-Hilbert spectral analysis , Holo-Hilbert spectrum , Non-stationary , Nonlinear ] -
Endocardial Remodeling in Heart Failure Patients with Impaired and Preserved Left Ventricular Systolic Function-A Magnetic Resonance Image Study
Scientific Reports, 6, 2016-02-15
[ Aged; Cardiomegaly; Contrast Media; Female; Fibrosis; Gadolinium DTPA;Image ] -
Novel application of a Wii remote to measure spasticity with the pendulum test: Proof of concept
Gait and Posture, 43, 70-75, 2016-01-01
[ Pendulum test , Spasticity , Stroke , Wii remote ] -
A new method to derive fetal heart rate from maternal abdominal electrocardiogram: Monitoring fetal heart rate during cesarean section
PLoS ONE, 10, 2, 2015-02-13
[ Monitoring of fetal heart rate ] -
A novel application of multiscale entropy in electroencephalography to predict the efficacy of acetylcholinesterase inhibitor in Alzheimer's disease
Computational and Mathematical Methods in Medicine, 2015, 2015-01-01
[ Alzheimer Disease; Brain; Cholinesterase Inhibitors; Electroencephalograph ] -
Synchronized imaging and acoustic analysis of the upper airway in patients with sleep-disordered breathing
Physiological Measurement, 35, 12, 2501-2512, 2014-12-01
[ dynamic magnetic resonance imaging , retroglossal , retropalatal , Snoring , sound recording ] -
On the computational complexity of the empirical mode decomposition algorithm
Physica A: Statistical Mechanics and its Applications, 400, 159-167, 2014-04-15
[ Complexity , EEMD , EMD , Space , Time ] -
Multiphase B-spline level set and incremental shape priors with applications to segmentation and tracking of left ventricle in cardiac MR images
Machine Vision and Applications, 25, 8, 1967-1987, 2014-01-01
[ Image segmentation , Incremental PCA , Left ventricle tracking , Level set method , Shape prior ] -
Automatic stage scoring of single-channel sleep EEG by using multiscale entropy and autoregressive models
IEEE Transactions on Instrumentation and Measurement, 61, 6, 1649-1657, 2012-03-12
[ Automatic sleep scoring , autoregressive (AR) model , linear discriminant analysis (LDA) , multiscale entropy (MSE) , single-channel electroencephalogram (EEG) ] -
Fast computation of sample entropy and approximate entropy in biomedicine
Computer Methods and Programs in Biomedicine, 104, 3, 382-396, 2011-12-01
[ Approximate entropy (A ) E , Computational geometry , Multiscale entropy (MSE) , Sample entropy (S ) E , Sliding kd tree (SKD) ] -
Computing multiscale entropy with orthogonal range search
Journal of Marine Science and Technology, 19, 1, 107-113, 2011-02-01
[ Computational geometry , K-d tree , Multi-scale entropy , Signal processing ]
研討會著作
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A Hybrid Deep Learning Approach for Stock Market Prediction: Integrating EEMD, CNN-LSTM, and Attention Mechanism
126-132, 2025-01-01
[ convolutional neural networks,ensemble empirical mode decomposition,feature engineering,long short-term memory networks,self-attention,Stock market prediction ] -
Online condition-based shaft faults diagnosis with multiscale entropy
1899-1911, 2011-10-01
[ Condition , Feature , Multiscale entropy , Online , Shaft , SKD ] -
Efficient computation of multiscale entropy in biomedicine
49-52, 2010-09-03
[ Fast computation , Kd tree , MSE ] -
An optimal two-dimensional orthogonal range search algorithm in VLSI design automation
53-56, 2010-09-03
[ Optimal algorithm , Slidung kd tree , VLSI ]
專書
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Studies in Computational Intelligence
23-35, 2025-01-01
[ Ensemble empirical mode decomposition,Feature engineering,Financial modeling,Gold spot price,Machine learning,S&P 500,Stock market prediction ]
校內獲獎
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國立中央大學