國立中央大學教師履歷平台

期刊著作

• 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

• 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

• 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 ]