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黃鍔

Huang, Norden Eh

norden@ncu.edu.tw

期刊著作

Exploring Nociceptive–Analgesic Balance and EEG Modulation Patterns During General Anesthesia Using Holo-Hilbert Spectral Analysis
Pain Research and Management, 2026, 1, 2026-01-01
[ electroencephalogram,general anesthesia,Holo-Hilbert spectral analysis,nociceptive–analgesic balance,Surgical Pleth Index ]
Quantifying consciousness through intrinsic probability density function
Biological Psychology, 200, 2025-09-01
[ Cognitive states,Conscious states,Consciousness,Dementia,EMD,Emperical Mode Decomposition,Intercortical communications,Intrinsic Probability Density Function,IPDF,Neural interactions,Neural modulations,Sleep ]
Resolving transient neurophysiological signals and their interactions with adaptive time-frequency analysis
Biological Psychology, 200, 2025-09-01
[ Amplitude modulation,Empirical mode decomposition,HHSA,Instantaneous frequency,M/EEG,Neural oscillations,Nonlinear analysis ]
A Fast Screen System for Dementia Based on EEG Signals
Human Brain, 4, 1, 1-18, 2025-03-29
[ Fast screening for dementia,eHolo,eiMSE,eiPDF,Holo-Hilbert spectral analysis,Hilbert-Huang Transform ]
Attentional dysfunction arises from right frontocentral and occipital network connectivity in Parkinson's disease
Neuroimage: Reports, 5, 1, 2025-03-01
[ Attentional network,Cross-frequency phase clustering,Electroencephalography,Parkinson's disease,Spectral analysis ]
Exploring timescale-specific functional brain networks and their associations with aging and cognitive performance in a healthy cohort without dementia
NeuroImage, 289, 2024-04-01
[ Blood-oxygen-level-dependent signals,Ensemble empirical mode decomposition,Functional brain networks,Global efficiency,Local efficiency,Signal decomposition ]
The association between working memory precision and the nonlinear dynamics of frontal and parieto-occipital EEG activity
Scientific Reports, 13, 1, 2023-12-01
Robust Kramers–Kronig holographic imaging with Hilbert–Huang transform
Optics Letters, 48, 15, 4161-4164, 2023-08-01
Causality Network of Infectious Disease Revealed With Causal Decomposition
IEEE Journal of Biomedical and Health Informatics, 27, 7, 3657-3665, 2023-07-01
[ causal decomposition,causal inference,Infectious disease,transmission network efficiency ]
A holo-spectral EEG analysis provides an early detection of cognitive decline and predicts the progression to Alzheimer’s disease
Frontiers in Aging Neuroscience, 15, 2023-01-01
[ amplitude modulation (AM),Holo-Hilbert spectral analysis (HHSA),machine learning,mild cognitive impairment (MCI),resting state EEG (rsEEG) ]
Reply To: Comments on identifying causal relationships in nonlinear dynamical systems via empirical mode decomposition
Nature Communications, 13, 1, 2022-12-01
Can Daytime Transcranial Direct Current Stimulation Treatment Change the Sleep Electroencephalogram Complexity of REM Sleep in Depressed Patients? A Double-Blinded, Randomized, Placebo-Controlled Trial
Frontiers in Psychiatry, 13, 2022-05-18
[ depression,double-blinded,electroencephalogram,intrinsic multi-scale entropy,placebo-controlled trial,randomized,rapid eye movement,transcranial direct current stimulation ]
Evaluating the Different Stages of Parkinson’s Disease Using Electroencephalography With Holo-Hilbert Spectral Analysis
Frontiers in Aging Neuroscience, 14, 2022-05-10
[ depression,electroencephalography,Holo-Hilbert spectral analysis,machine learning,Parkinson’s disease ]
Critical role of rhythms in prefrontal transcranial magnetic stimulation for depression: A randomized sham-controlled study
Human Brain Mapping, 43, 5, 1535-1547, 2022-04-01
[ Cognitive Neuroscience,Theta burst stimulation,Repetitive transcranial magnetic stimulation,Depression,Depression treatment ]
A model for the spread of infectious diseases compatible with case data
Proceedings of the Royal Society B: Biological Sciences, 477, 2254, 2021-10-01
[ basic reproduction number,COVID-19,herd immunity,SIR and SEIR models,vaccination ]
Revealing the Dynamic Nature of Amplitude Modulated Neural Entrainment With Holo-Hilbert Spectral Analysis
Frontiers in Neuroscience, 15, 2021-08-05
[ cross-frequency coupling,Holo-Hilbert spectral analysis,phase-amplitude coupling,steady-state visual evoked potential,the dynamic visual entrainment ]
Frontoparietal Beta Amplitude Modulation and its Interareal Cross-frequency Coupling in Visual Working Memory
Neuroscience, 460, 69-87, 2021-04-15
[ amplitude modulation,frontoparietal network,Holo-Hilbert spectral analysis,tDCS,visual working memory ]
Quantitative evaluation on control measures for an epidemic: A case study of COVID-19 疫情管控效果的一种定量化评估方法: 以COVID-19为例
Kexue Tongbao/Chinese Science Bulletin, 65, 11, 1009-1015, 2020-04-15
[ Existing infected case,Natural growth model,Novel coronavirus,Transmission rate of an epidemic ]
A data driven time-dependent transmission rate for tracking an epidemic: a case study of 2019-nCoV
Science Bulletin, 65, 6, 425-427, 2020-03-30
What have I discovered from ocean phenomena
Journal of Hydrodynamics, 31, 6, 1089-1098, 2019-12-01
[ Data analysis,empirical mode decomposition (EMD),HHT,Holo-Hilbert spectral analysis,wave evolution ]
Unraveling nonlinear electrophysiologic processes in the human visual system with full dimension spectral analysis
Scientific Reports, 9, 1, 2019-12-01
[ Cognitive Neuroscience,Brain oscillations,Nonlinear data analysis ]
Data concerning statistical relation between obliquity and Dansgaard–Oeschger events
Data in Brief, 23, 2019-04-01
[ Dansgaard–Oeschger events,Obliquity,Surrogate data,Time-varying Shannon entropy ]
Human visual steady-state responses to amplitude-modulated flicker: Latency measurement
Journal of Vision, 19, 14, 1-17, 2019-01-01
[ Cognitive Neuroscience,Steady-state visually evoked potentials ]
Causal decomposition in the mutual causation system
Nature Communications, 9, 1, 2018-12-01
Frequency and amplitude modulation of resting-state fMRI signals and their functional relevance in normal aging
Neurobiology of Aging, 70, 59-69, 2018-10-01
[ Aging,Blood oxygen level–dependent signal,Frequency and amplitude,Functional magnetic resonance imaging,Hilbert–Huang transform ]
Using Holo-Hilbert spectral analysis to quantify the modulation of Dansgaard-Oeschger events by obliquity
Quaternary Science Reviews, 192, 282-299, 2018-07-15
[ Amplitude modulation,Antarctica,Dansgaard-oeschger (DO) events,Data analysis,Data treatment,Greenland,Holo-hilbert spectral analysis,Obliquity forcing,Paleoclimatology,Phase preference,Pleistocene ]
Evaluating and improving automatic sleep spindle detection by using multi-objective evolutionary algorithms
Frontiers in Human Neuroscience, 11, 2017-05-18
Investigating power density and the degree of nonlinearity in intrinsic components of anesthesia EEG by the hilbert-huang transform: An example using ketamine and alfentanil
PLoS ONE, 11, 12, 2016-12-01
Benefits of Atrial Substrate Modification Guided by Electrogram Similarity and Phase Mapping Techniques to Eliminate Rotors and Focal Sources Versus Conventional Defragmentation in Persistent Atrial Fibrillation
JACC: Clinical Electrophysiology, 2, 6, 667-678, 2016-11-01
[ ablation,atrial fibrillation,electrogram,rotor ]
Atlantic and Pacific multidecadal variability influence on Taiwan winter temperature centennial trend during the period 1911 - 2010
Terrestrial, Atmospheric and Oceanic Sciences, 27, 5, 605-615, 2016-10-01
[ AMO,Multidecadal climate variability,PDO,Taiwan temperature ]
Adaptive data analysis: Theory and applications
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13
[ Big data,Dadaptive data analysis,Frequency analysis,Time ]
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 ]
Scale-dependent intrinsic entropies of complex time series
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13
[ Complexity,Detrending,Empirical mode decomposition,Fractal property,Multi-scale entropy ]
Novel application of multi dynamic trend analysis as a sensitive tool for detecting the effects of aging and congestive heart failure on heart rate variability
Chaos, 26, 2, 2016-02-01
Patients with migraine are right about their perception of temperature as a trigger: time series analysis of headache diary data
Journal of Headache and Pain, 16, 1, 2015-12-29
[ Empirical mode decomposition,Migraine,Temperature,Time-dependent intrinsic correlation,Weather ]
Time series study of a 17-year record of 7Be and 210Pb fluxes in northern Taiwan using ensemble empirical mode decomposition
Journal of Environmental Radioactivity, 147, 14-21, 2015-09-01
[ Be-7,EEMD,Monsoon,Pb-210,Taiwan,Time series ]
Decreased resting-state brain activity complexity in schizophrenia characterized by both increased regularity and randomness
, 36, 6, 2174-2186, 2015-06-01
[ Complexity , Multiscale entropy , Randomness , Regularity , Schizophrenia ]
Railway track inspection based on the vibration response to a scheduled train and the Hilbert-Huang transform
Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, 229, 7, 815-829, 2015-01-01
[ axle-box accelerometer , Hilbert-Huang transform , track irregularity , Vehicle response characteristic , versine ]
The APOE e{open}4 allele affects complexity and functional connectivity of resting brain activity in healthy adults
, 35, 7, 3238-3248, 2014-01-01
[ Aging , APOE , Blood oxygen level dependent , Complexity , Multiscale entropy ]
A new dynamic building health monitoring method based on the Hilbert-Huang Transform
Terrestrial, Atmospheric and Oceanic Sciences, 25, 3, 289-318, 2014-01-01
[ HHT , SHM , Strong-motion , Vibration-based analysis ]
Global sea level trend during 1993-2012
Global and Planetary Change, 112, 26-32, 2014-01-01
[ Decelerated rising,Empirical Mode Decomposition,Intrinsic trend,Sea level rise ]
Derivative-optimized empirical mode decomposition for the Hilbert-Huang transform
Journal of Computational and Applied Mathematics, 259, PART A, 57-64, 2014-01-01
[ Derivative-optimized empirical mode decomposition (DEMD),Detrend uncertainty,End effect,Hermitian polynomials,Hilbert-Huang transform (HHT),Intrinsic mode function (IMF) ]
Cognitive and neuropsychiatric correlates of EEG dynamic complexity in patients with Alzheimer's disease
, 47, 52-61, 2013-12-02
[ Alzheimer's disease , Complexity , Electroencephalogram , Multiscale entropy ]
Intercomparison between observed and simulated variability in global ocean heat content using empirical mode decomposition, part I: Modulated annual cycle
Climate Dynamics, 41, 11-12, 2797-2815, 2013-12-01
[ CMIP3,Empirical mode decomposition,Instantaneous amplitude,Instantaneous frequency,Modulated annual cycle,Ocean heat content ]
Prevalence, characteristics, mapping, and catheter ablation of potential rotors in nonparoxysmal atrial fibrillation
Circulation: Arrhythmia and Electrophysiology, 6, 5, 851-858, 2013-10-01
[ Atrial fibrillation,Atrium,Catheter ablation,Electrocardiography,Mapping ]
Detecting signals from data with noise: Theory and applications
Journals of the Atmospheric Sciences, 70, 5, 1489-1504, 2013-05-01
Effects of age, sex, index admission, and predominant polarity on the seasonality of acute admissions for bipolar disorder: A population-based study
Chronobiology International, 30, 4, 478-485, 2013-05-01
[ Age,Bipolar disorder,Empirical mode decomposition,Gender,Hospital admissions,Hospitalization,Seasonality,Sex,Time-series analysis ]
Suicide and media reporting: A longitudinal and spatial analysis
Social Psychiatry and Psychiatric Epidemiology, 48, 3, 427-435, 2013-03-01
[ Completed suicide,Empirical mode decomposition,Media,Time series analysis,Time-dependent intrinsic correlation ]
Nonlinear analysis of fibrillatory electrogram similarity to optimize the detection of complex fractionated electrograms during persistent atrial fibrillation
Journal of Cardiovascular Electrophysiology, 24, 3, 280-289, 2013-03-01
[ ablation,atrial fibrillation,complex fractionated atrial electrograms,dominant frequency,electrogram ]
Complexity of spontaneous BOLD activity in default mode network is correlated with cognitive function in normal male elderly: A multiscale entropy analysis
Neurobiology of Aging, 34, 2, 428-438, 2013-02-01
[ Aging,Blood oxygen level-dependent,Cognitive function,Complexity,Multiscale entropy ]
Empirical mode decomposition-based time-frequency analysis of multivariate signals: The power of adaptive data analysis
IEEE Signal Processing Magazine, 30, 6, 74-86, 2013-01-01
A study on the dynamic characteristics and ultimate capacity of steel transmission towers
Journal of the Chinese Institute of Engineers, Transactions of the Chinese Institute of Engineers,Series A/Chung-kuo Kung Ch'eng Hsuch K'an, 36, 3, 273-294, 2013-01-01
[ Dynamic characteristics,Pseudo-elastic,Spectrum,Ultimate capacity ]
Application of steganography and empirical mode decomposition in communications security
Information, 16, 9 B, 7071-7078, 2013-01-01
[ Empirical mode decomposition , Secure communication , Steganography ]
Novel assessment of temporal variation in fractionated electrograms using histogram analysis of local fractionation interval in patients with persistent atrial fibrillation
, 5, 5, 949-956, 2012-10-01
[ Atrial fibrillation , Catheter ablation , Electrophysiology mapping , Histogram , Left atrium ]
Empirical mode decomposition based detrended sample entropy in electroencephalography for Alzheimer's disease
Journal of Neuroscience Methods, 210, 2, 230-237, 2012-09-30
[ Alzheimer's disease,Electroencephalography,Empirical mode decomposition,Sample entropy ]
Application of ICA-EEMD to secure communications in chaotic systems
International Journal of Modern Physics C, 23, 4, 2012-04-01
[ Chaotic communication , ensemble empirical mode decomposition , independent component analysis ]
A reappraisal of ocean wave studies
Journal of Geophysical Research: Oceans, 117, 8, 2012-01-01
On the time-varying trend in global-mean surface temperature
Climate Dynamics, 37, 3, 759-773, 2011-08-01
[ Ensemble empirical mode decomposition,Global warming trend,IPCC AR4,Multidecadal variability ]
Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004-2009
Journal of Affective Disorders, 132, 1-2, 179-184, 2011-07-01
[ Internet search trend,Suicide ]
Some considerations on physical analysis of data
Advances in Adaptive Data Analysis, 3, 1-2, 95-113, 2011-04-01
[ adaptivity,empirical mode decomposition,ensemble empirical mode decomposition,global domain analysis,locality,noise-assisted data analysis,Physical analysis of data ]
On hilbert spectral representation: A true time-frequency representation for nonlinear and nonstationary data
Advances in Adaptive Data Analysis, 3, 1-2, 63-93, 2011-04-01
[ Fourier spectrum,Hilbert spectrum,instantaneous frequency,marginal Hilbert spectrum,Nyquist frequency,sampling rate,spectral resolution,uncertainty principle ]
Decomposing the association of completed suicide with air pollution, weather, and unemployment data at different time scales
Journal of Affective Disorders, 129, 1-3, 275-281, 2011-03-01
[ Air pollution,Empirical mode decomposition,Intrinsic mode function,Suicide,Unemployment,Weather ]
Temporal associations between weather and headache: Analysis by empirical mode decomposition
PLoS ONE, 6, 1, 2011-02-09
A novel preprocessing method using hilbert huang transform for MALDI-TOF and SELDI-TOF mass spectrometry data
PLoS ONE, 5, 8, 2010-10-21
Investigating fractal property and respiratory modulation of human heartbeat time series using empirical mode decomposition
Medical Engineering and Physics, 32, 5, 490-496, 2010-06-01
[ Empirical mode decomposition,Heartbeat interval,Intrinsic mode analysis,Intrinsic mode function,Long-term correlation,Respiratory sinus arrhythmia ]
Complementary ensemble empirical mode decomposition: A novel noise enhanced data analysis method
Advances in Adaptive Data Analysis, 2, 2, 135-156, 2010-04-01
[ complementary ensemble empirical mode decomposition (CEEMD),Ensemble empirical mode decomposition (EEMD),intermittence,noise enhanced method ]
Intrinsic mode analysis of human heartbeat time series
Annals of Biomedical Engineering, 38, 4, 1337-1344, 2010-04-01
[ Appearance energy index,Detrended fluctuation analysis,Empirical mode decomposition,Heart beat interval,Intrinsic mode analysis,Structure index ]
Data analysis using a combination of independent component analysis and empirical mode decomposition
Physical Review E, 79, 6, 2009-06-12
Investigating complex patterns of blocked intestinal artery blood pressure signals by empirical mode decomposition and linguistic analysis
Journal of Physics: Conference Series, 96, 1, 2008-02-01

研討會著作

EEG connectivity indexes of prefrontal TMS effect in treatment-resistant depressed patients
2023-07-07
[ EEG connectivity,Holo-Hilbert cross-frequency phase clustering (HHCFPC),intermittent theta burst stimulation (iTBS),repetitive transcranial magnetic stimulation (rTMS),treatment-resistant depression (TRD) ]
Gamma-related EEG connectivity indexes for variant TMS treatment efficacy in Treatment-Resistant Depressed patients
2022-09-03
[ brain connectivity,Holo-Hilbert cross-frequency phase clustering (HHCFPC),intermittent theta burst stimulation (iTBS),repetitive transcranial magnetic stimulation (rTMS),treatment-resistant depression (TRD) ]
The entrainment effects of TMS treatment in Treatment-Resistant Depressed patients revealed by Holo-Hilbert Spectral Analysis
2021-01-30
[ treatment-resistant depression,entrainment,Holo-Hilbert Spectral Analysis (HHSA) ]
An Adaptive Non-Linearity Detection Algorithm for Process Control Loops
1020-1025, 2016-01-01
[ adaptive algorithm,Control non-linearities,instantaneous frequency,intra-wave frequency modulation ]
Parallel implementation of multi-dimensional ensemble empirical mode decomposition
1621-1624, 2011-08-18
[ CUDA , GPGPU , Multi-dimensional Ensemble Empirical Mode Decomposition , OpenMP ]
A new method for bridge structure health monitoring
899-902, 2006-12-01

專書

World Scientific Series on Asia-Pacific Weather and Climate
97-107, 2016-01-01
Hilbert-Huang Transform and its Applications, 2nd Edition
1-386, 2014-01-01
Health Assessment of Engineered Structures: Bridges, Buildings, and Other Infrastructures
203-240, 2013-01-01
Applied Mechanics and Materials
1287-1291, 2012-02-23
[ Cavity,Circularity,Convexity,Image processing ]
Applied Mechanics and Materials
149-153, 2012-01-02
[ Empirical mode decomposition,Secure communication,Steganography ]
Biomedical data processing using HHT: A review
335-352, 2009-12-01
Hilbert-huang Transform And Its Applications
263-287, 2005-01-01

校外榮譽

112 [史丹佛大學] 史丹福大學公布 - 2023全球前2%頂尖科學家(終身影響力)
112 [史丹佛大學] 史丹福大學公布 - 2023全球前2%頂尖科學家(單年影響力)
111 [史丹佛大學] 史丹福大學公布 - 2022全球前2%頂尖科學家(單年影響力)
111 [史丹佛大學] 史丹福大學公布 - 2022全球前2%頂尖科學家(終身影響力)
110 [史丹佛大學] 史丹福大學公布 - 2021全球前2%頂尖科學家(終身影響力)
110 [史丹佛大學] 史丹福大學公布 - 2021全球前2%頂尖科學家(單年影響力)
93 [中央研究院] 院士
89 [美國國家工程學院] 院士

校內獲獎

115 國鼎講座
114 國鼎講座
113 國鼎講座
107 國鼎講座

黃鍔

Huang, Norden Eh

現職

專長

專長簡述

最高學歷

相關連結

科技部學門領域

政府GRB研究專長領域

教育部學門領域

期刊著作

Resolving transient neurophysiological signals and their interactions with adaptive time-frequency analysis Biological Psychology, 200, 2025-09-01 [ Amplitude modulation,Empirical mode decomposition,HHSA,Instantaneous frequency,M/EEG,Neural oscillations,Nonlinear analysis ]

A Fast Screen System for Dementia Based on EEG Signals Human Brain, 4, 1, 1-18, 2025-03-29 [ Fast screening for dementia,eHolo,eiMSE,eiPDF,Holo-Hilbert spectral analysis,Hilbert-Huang Transform ]

Attentional dysfunction arises from right frontocentral and occipital network connectivity in Parkinson's disease Neuroimage: Reports, 5, 1, 2025-03-01 [ Attentional network,Cross-frequency phase clustering,Electroencephalography,Parkinson's disease,Spectral analysis ]

The association between working memory precision and the nonlinear dynamics of frontal and parieto-occipital EEG activity Scientific Reports, 13, 1, 2023-12-01

Robust Kramers–Kronig holographic imaging with Hilbert–Huang transform Optics Letters, 48, 15, 4161-4164, 2023-08-01

Causality Network of Infectious Disease Revealed With Causal Decomposition IEEE Journal of Biomedical and Health Informatics, 27, 7, 3657-3665, 2023-07-01 [ causal decomposition,causal inference,Infectious disease,transmission network efficiency ]

Reply To: Comments on identifying causal relationships in nonlinear dynamical systems via empirical mode decomposition Nature Communications, 13, 1, 2022-12-01

Evaluating the Different Stages of Parkinson’s Disease Using Electroencephalography With Holo-Hilbert Spectral Analysis Frontiers in Aging Neuroscience, 14, 2022-05-10 [ depression,electroencephalography,Holo-Hilbert spectral analysis,machine learning,Parkinson’s disease ]

A model for the spread of infectious diseases compatible with case data Proceedings of the Royal Society B: Biological Sciences, 477, 2254, 2021-10-01 [ basic reproduction number,COVID-19,herd immunity,SIR and SEIR models,vaccination ]

Frontoparietal Beta Amplitude Modulation and its Interareal Cross-frequency Coupling in Visual Working Memory Neuroscience, 460, 69-87, 2021-04-15 [ amplitude modulation,frontoparietal network,Holo-Hilbert spectral analysis,tDCS,visual working memory ]

A data driven time-dependent transmission rate for tracking an epidemic: a case study of 2019-nCoV Science Bulletin, 65, 6, 425-427, 2020-03-30

What have I discovered from ocean phenomena Journal of Hydrodynamics, 31, 6, 1089-1098, 2019-12-01 [ Data analysis,empirical mode decomposition (EMD),HHT,Holo-Hilbert spectral analysis,wave evolution ]

Unraveling nonlinear electrophysiologic processes in the human visual system with full dimension spectral analysis Scientific Reports, 9, 1, 2019-12-01 [ Cognitive Neuroscience,Brain oscillations,Nonlinear data analysis ]

Data concerning statistical relation between obliquity and Dansgaard–Oeschger events Data in Brief, 23, 2019-04-01 [ Dansgaard–Oeschger events,Obliquity,Surrogate data,Time-varying Shannon entropy ]

Human visual steady-state responses to amplitude-modulated flicker: Latency measurement Journal of Vision, 19, 14, 1-17, 2019-01-01 [ Cognitive Neuroscience,Steady-state visually evoked potentials ]

Causal decomposition in the mutual causation system Nature Communications, 9, 1, 2018-12-01

Frequency and amplitude modulation of resting-state fMRI signals and their functional relevance in normal aging Neurobiology of Aging, 70, 59-69, 2018-10-01 [ Aging,Blood oxygen level–dependent signal,Frequency and amplitude,Functional magnetic resonance imaging,Hilbert–Huang transform ]

Evaluating and improving automatic sleep spindle detection by using multi-objective evolutionary algorithms Frontiers in Human Neuroscience, 11, 2017-05-18

Investigating power density and the degree of nonlinearity in intrinsic components of anesthesia EEG by the hilbert-huang transform: An example using ketamine and alfentanil PLoS ONE, 11, 12, 2016-12-01

Atlantic and Pacific multidecadal variability influence on Taiwan winter temperature centennial trend during the period 1911 - 2010 Terrestrial, Atmospheric and Oceanic Sciences, 27, 5, 605-615, 2016-10-01 [ AMO,Multidecadal climate variability,PDO,Taiwan temperature ]

Adaptive data analysis: Theory and applications Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13 [ Big data,Dadaptive data analysis,Frequency analysis,Time ]

Scale-dependent intrinsic entropies of complex time series Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13 [ Complexity,Detrending,Empirical mode decomposition,Fractal property,Multi-scale entropy ]

Novel application of multi dynamic trend analysis as a sensitive tool for detecting the effects of aging and congestive heart failure on heart rate variability Chaos, 26, 2, 2016-02-01

Patients with migraine are right about their perception of temperature as a trigger: time series analysis of headache diary data Journal of Headache and Pain, 16, 1, 2015-12-29 [ Empirical mode decomposition,Migraine,Temperature,Time-dependent intrinsic correlation,Weather ]

Time series study of a 17-year record of 7Be and 210Pb fluxes in northern Taiwan using ensemble empirical mode decomposition Journal of Environmental Radioactivity, 147, 14-21, 2015-09-01 [ Be-7,EEMD,Monsoon,Pb-210,Taiwan,Time series ]

Decreased resting-state brain activity complexity in schizophrenia characterized by both increased regularity and randomness , 36, 6, 2174-2186, 2015-06-01 [ Complexity , Multiscale entropy , Randomness , Regularity , Schizophrenia ]

The APOE e{open}4 allele affects complexity and functional connectivity of resting brain activity in healthy adults , 35, 7, 3238-3248, 2014-01-01 [ Aging , APOE , Blood oxygen level dependent , Complexity , Multiscale entropy ]

A new dynamic building health monitoring method based on the Hilbert-Huang Transform Terrestrial, Atmospheric and Oceanic Sciences, 25, 3, 289-318, 2014-01-01 [ HHT , SHM , Strong-motion , Vibration-based analysis ]

Global sea level trend during 1993-2012 Global and Planetary Change, 112, 26-32, 2014-01-01 [ Decelerated rising,Empirical Mode Decomposition,Intrinsic trend,Sea level rise ]

Cognitive and neuropsychiatric correlates of EEG dynamic complexity in patients with Alzheimer's disease , 47, 52-61, 2013-12-02 [ Alzheimer's disease , Complexity , Electroencephalogram , Multiscale entropy ]

Prevalence, characteristics, mapping, and catheter ablation of potential rotors in nonparoxysmal atrial fibrillation Circulation: Arrhythmia and Electrophysiology, 6, 5, 851-858, 2013-10-01 [ Atrial fibrillation,Atrium,Catheter ablation,Electrocardiography,Mapping ]

Detecting signals from data with noise: Theory and applications Journals of the Atmospheric Sciences, 70, 5, 1489-1504, 2013-05-01

Suicide and media reporting: A longitudinal and spatial analysis Social Psychiatry and Psychiatric Epidemiology, 48, 3, 427-435, 2013-03-01 [ Completed suicide,Empirical mode decomposition,Media,Time series analysis,Time-dependent intrinsic correlation ]

Complexity of spontaneous BOLD activity in default mode network is correlated with cognitive function in normal male elderly: A multiscale entropy analysis Neurobiology of Aging, 34, 2, 428-438, 2013-02-01 [ Aging,Blood oxygen level-dependent,Cognitive function,Complexity,Multiscale entropy ]

Empirical mode decomposition-based time-frequency analysis of multivariate signals: The power of adaptive data analysis IEEE Signal Processing Magazine, 30, 6, 74-86, 2013-01-01

Application of steganography and empirical mode decomposition in communications security Information, 16, 9 B, 7071-7078, 2013-01-01 [ Empirical mode decomposition , Secure communication , Steganography ]

Novel assessment of temporal variation in fractionated electrograms using histogram analysis of local fractionation interval in patients with persistent atrial fibrillation , 5, 5, 949-956, 2012-10-01 [ Atrial fibrillation , Catheter ablation , Electrophysiology mapping , Histogram , Left atrium ]

Empirical mode decomposition based detrended sample entropy in electroencephalography for Alzheimer's disease Journal of Neuroscience Methods, 210, 2, 230-237, 2012-09-30 [ Alzheimer's disease,Electroencephalography,Empirical mode decomposition,Sample entropy ]

Application of ICA-EEMD to secure communications in chaotic systems International Journal of Modern Physics C, 23, 4, 2012-04-01 [ Chaotic communication , ensemble empirical mode decomposition , independent component analysis ]

A reappraisal of ocean wave studies Journal of Geophysical Research: Oceans, 117, 8, 2012-01-01

On the time-varying trend in global-mean surface temperature Climate Dynamics, 37, 3, 759-773, 2011-08-01 [ Ensemble empirical mode decomposition,Global warming trend,IPCC AR4,Multidecadal variability ]

Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004-2009 Journal of Affective Disorders, 132, 1-2, 179-184, 2011-07-01 [ Internet search trend,Suicide ]

Some considerations on physical analysis of data Advances in Adaptive Data Analysis, 3, 1-2, 95-113, 2011-04-01 [ adaptivity,empirical mode decomposition,ensemble empirical mode decomposition,global domain analysis,locality,noise-assisted data analysis,Physical analysis of data ]

Decomposing the association of completed suicide with air pollution, weather, and unemployment data at different time scales Journal of Affective Disorders, 129, 1-3, 275-281, 2011-03-01 [ Air pollution,Empirical mode decomposition,Intrinsic mode function,Suicide,Unemployment,Weather ]

Temporal associations between weather and headache: Analysis by empirical mode decomposition PLoS ONE, 6, 1, 2011-02-09

A novel preprocessing method using hilbert huang transform for MALDI-TOF and SELDI-TOF mass spectrometry data PLoS ONE, 5, 8, 2010-10-21

Intrinsic mode analysis of human heartbeat time series Annals of Biomedical Engineering, 38, 4, 1337-1344, 2010-04-01 [ Appearance energy index,Detrended fluctuation analysis,Empirical mode decomposition,Heart beat interval,Intrinsic mode analysis,Structure index ]

Data analysis using a combination of independent component analysis and empirical mode decomposition Physical Review E, 79, 6, 2009-06-12

Investigating complex patterns of blocked intestinal artery blood pressure signals by empirical mode decomposition and linguistic analysis Journal of Physics: Conference Series, 96, 1, 2008-02-01

研討會著作

The entrainment effects of TMS treatment in Treatment-Resistant Depressed patients revealed by Holo-Hilbert Spectral Analysis 2021-01-30 [ treatment-resistant depression,entrainment,Holo-Hilbert Spectral Analysis (HHSA) ]

An Adaptive Non-Linearity Detection Algorithm for Process Control Loops 1020-1025, 2016-01-01 [ adaptive algorithm,Control non-linearities,instantaneous frequency,intra-wave frequency modulation ]

Parallel implementation of multi-dimensional ensemble empirical mode decomposition 1621-1624, 2011-08-18 [ CUDA , GPGPU , Multi-dimensional Ensemble Empirical Mode Decomposition , OpenMP ]

A new method for bridge structure health monitoring 899-902, 2006-12-01

專書

World Scientific Series on Asia-Pacific Weather and Climate 97-107, 2016-01-01

Hilbert-Huang Transform and its Applications, 2nd Edition 1-386, 2014-01-01

Health Assessment of Engineered Structures: Bridges, Buildings, and Other Infrastructures 203-240, 2013-01-01

Applied Mechanics and Materials 1287-1291, 2012-02-23 [ Cavity,Circularity,Convexity,Image processing ]

Applied Mechanics and Materials 149-153, 2012-01-02 [ Empirical mode decomposition,Secure communication,Steganography ]

Biomedical data processing using HHT: A review 335-352, 2009-12-01

Hilbert-huang Transform And Its Applications 263-287, 2005-01-01

校外榮譽

校內獲獎

Resolving transient neurophysiological signals and their interactions with adaptive time-frequency analysis
Biological Psychology, 200, 2025-09-01
[ Amplitude modulation,Empirical mode decomposition,HHSA,Instantaneous frequency,M/EEG,Neural oscillations,Nonlinear analysis ]

A Fast Screen System for Dementia Based on EEG Signals
Human Brain, 4, 1, 1-18, 2025-03-29
[ Fast screening for dementia,eHolo,eiMSE,eiPDF,Holo-Hilbert spectral analysis,Hilbert-Huang Transform ]

Attentional dysfunction arises from right frontocentral and occipital network connectivity in Parkinson's disease
Neuroimage: Reports, 5, 1, 2025-03-01
[ Attentional network,Cross-frequency phase clustering,Electroencephalography,Parkinson's disease,Spectral analysis ]

The association between working memory precision and the nonlinear dynamics of frontal and parieto-occipital EEG activity
Scientific Reports, 13, 1, 2023-12-01

Robust Kramers–Kronig holographic imaging with Hilbert–Huang transform
Optics Letters, 48, 15, 4161-4164, 2023-08-01

Causality Network of Infectious Disease Revealed With Causal Decomposition
IEEE Journal of Biomedical and Health Informatics, 27, 7, 3657-3665, 2023-07-01
[ causal decomposition,causal inference,Infectious disease,transmission network efficiency ]

Reply To: Comments on identifying causal relationships in nonlinear dynamical systems via empirical mode decomposition
Nature Communications, 13, 1, 2022-12-01

Evaluating the Different Stages of Parkinson’s Disease Using Electroencephalography With Holo-Hilbert Spectral Analysis
Frontiers in Aging Neuroscience, 14, 2022-05-10
[ depression,electroencephalography,Holo-Hilbert spectral analysis,machine learning,Parkinson’s disease ]

A model for the spread of infectious diseases compatible with case data
Proceedings of the Royal Society B: Biological Sciences, 477, 2254, 2021-10-01
[ basic reproduction number,COVID-19,herd immunity,SIR and SEIR models,vaccination ]

Frontoparietal Beta Amplitude Modulation and its Interareal Cross-frequency Coupling in Visual Working Memory
Neuroscience, 460, 69-87, 2021-04-15
[ amplitude modulation,frontoparietal network,Holo-Hilbert spectral analysis,tDCS,visual working memory ]

A data driven time-dependent transmission rate for tracking an epidemic: a case study of 2019-nCoV
Science Bulletin, 65, 6, 425-427, 2020-03-30

What have I discovered from ocean phenomena
Journal of Hydrodynamics, 31, 6, 1089-1098, 2019-12-01
[ Data analysis,empirical mode decomposition (EMD),HHT,Holo-Hilbert spectral analysis,wave evolution ]

Unraveling nonlinear electrophysiologic processes in the human visual system with full dimension spectral analysis
Scientific Reports, 9, 1, 2019-12-01
[ Cognitive Neuroscience,Brain oscillations,Nonlinear data analysis ]

Data concerning statistical relation between obliquity and Dansgaard–Oeschger events
Data in Brief, 23, 2019-04-01
[ Dansgaard–Oeschger events,Obliquity,Surrogate data,Time-varying Shannon entropy ]

Human visual steady-state responses to amplitude-modulated flicker: Latency measurement
Journal of Vision, 19, 14, 1-17, 2019-01-01
[ Cognitive Neuroscience,Steady-state visually evoked potentials ]

Causal decomposition in the mutual causation system
Nature Communications, 9, 1, 2018-12-01

Frequency and amplitude modulation of resting-state fMRI signals and their functional relevance in normal aging
Neurobiology of Aging, 70, 59-69, 2018-10-01
[ Aging,Blood oxygen level–dependent signal,Frequency and amplitude,Functional magnetic resonance imaging,Hilbert–Huang transform ]

Evaluating and improving automatic sleep spindle detection by using multi-objective evolutionary algorithms
Frontiers in Human Neuroscience, 11, 2017-05-18

Investigating power density and the degree of nonlinearity in intrinsic components of anesthesia EEG by the hilbert-huang transform: An example using ketamine and alfentanil
PLoS ONE, 11, 12, 2016-12-01

Atlantic and Pacific multidecadal variability influence on Taiwan winter temperature centennial trend during the period 1911 - 2010
Terrestrial, Atmospheric and Oceanic Sciences, 27, 5, 605-615, 2016-10-01
[ AMO,Multidecadal climate variability,PDO,Taiwan temperature ]

Adaptive data analysis: Theory and applications
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13
[ Big data,Dadaptive data analysis,Frequency analysis,Time ]

Scale-dependent intrinsic entropies of complex time series
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences, 374, 2065, 2016-04-13
[ Complexity,Detrending,Empirical mode decomposition,Fractal property,Multi-scale entropy ]

Novel application of multi dynamic trend analysis as a sensitive tool for detecting the effects of aging and congestive heart failure on heart rate variability
Chaos, 26, 2, 2016-02-01

Patients with migraine are right about their perception of temperature as a trigger: time series analysis of headache diary data
Journal of Headache and Pain, 16, 1, 2015-12-29
[ Empirical mode decomposition,Migraine,Temperature,Time-dependent intrinsic correlation,Weather ]

Time series study of a 17-year record of 7Be and 210Pb fluxes in northern Taiwan using ensemble empirical mode decomposition
Journal of Environmental Radioactivity, 147, 14-21, 2015-09-01
[ Be-7,EEMD,Monsoon,Pb-210,Taiwan,Time series ]

Decreased resting-state brain activity complexity in schizophrenia characterized by both increased regularity and randomness
, 36, 6, 2174-2186, 2015-06-01
[ Complexity , Multiscale entropy , Randomness , Regularity , Schizophrenia ]

The APOE e{open}4 allele affects complexity and functional connectivity of resting brain activity in healthy adults
, 35, 7, 3238-3248, 2014-01-01
[ Aging , APOE , Blood oxygen level dependent , Complexity , Multiscale entropy ]

A new dynamic building health monitoring method based on the Hilbert-Huang Transform
Terrestrial, Atmospheric and Oceanic Sciences, 25, 3, 289-318, 2014-01-01
[ HHT , SHM , Strong-motion , Vibration-based analysis ]

Global sea level trend during 1993-2012
Global and Planetary Change, 112, 26-32, 2014-01-01
[ Decelerated rising,Empirical Mode Decomposition,Intrinsic trend,Sea level rise ]

Cognitive and neuropsychiatric correlates of EEG dynamic complexity in patients with Alzheimer's disease
, 47, 52-61, 2013-12-02
[ Alzheimer's disease , Complexity , Electroencephalogram , Multiscale entropy ]

Prevalence, characteristics, mapping, and catheter ablation of potential rotors in nonparoxysmal atrial fibrillation
Circulation: Arrhythmia and Electrophysiology, 6, 5, 851-858, 2013-10-01
[ Atrial fibrillation,Atrium,Catheter ablation,Electrocardiography,Mapping ]

Detecting signals from data with noise: Theory and applications
Journals of the Atmospheric Sciences, 70, 5, 1489-1504, 2013-05-01

Suicide and media reporting: A longitudinal and spatial analysis
Social Psychiatry and Psychiatric Epidemiology, 48, 3, 427-435, 2013-03-01
[ Completed suicide,Empirical mode decomposition,Media,Time series analysis,Time-dependent intrinsic correlation ]

Complexity of spontaneous BOLD activity in default mode network is correlated with cognitive function in normal male elderly: A multiscale entropy analysis
Neurobiology of Aging, 34, 2, 428-438, 2013-02-01
[ Aging,Blood oxygen level-dependent,Cognitive function,Complexity,Multiscale entropy ]

Empirical mode decomposition-based time-frequency analysis of multivariate signals: The power of adaptive data analysis
IEEE Signal Processing Magazine, 30, 6, 74-86, 2013-01-01

Application of steganography and empirical mode decomposition in communications security
Information, 16, 9 B, 7071-7078, 2013-01-01
[ Empirical mode decomposition , Secure communication , Steganography ]

Novel assessment of temporal variation in fractionated electrograms using histogram analysis of local fractionation interval in patients with persistent atrial fibrillation
, 5, 5, 949-956, 2012-10-01
[ Atrial fibrillation , Catheter ablation , Electrophysiology mapping , Histogram , Left atrium ]

Empirical mode decomposition based detrended sample entropy in electroencephalography for Alzheimer's disease
Journal of Neuroscience Methods, 210, 2, 230-237, 2012-09-30
[ Alzheimer's disease,Electroencephalography,Empirical mode decomposition,Sample entropy ]

Application of ICA-EEMD to secure communications in chaotic systems
International Journal of Modern Physics C, 23, 4, 2012-04-01
[ Chaotic communication , ensemble empirical mode decomposition , independent component analysis ]

A reappraisal of ocean wave studies
Journal of Geophysical Research: Oceans, 117, 8, 2012-01-01

On the time-varying trend in global-mean surface temperature
Climate Dynamics, 37, 3, 759-773, 2011-08-01
[ Ensemble empirical mode decomposition,Global warming trend,IPCC AR4,Multidecadal variability ]

Association of Internet search trends with suicide death in Taipei City, Taiwan, 2004-2009
Journal of Affective Disorders, 132, 1-2, 179-184, 2011-07-01
[ Internet search trend,Suicide ]

Some considerations on physical analysis of data
Advances in Adaptive Data Analysis, 3, 1-2, 95-113, 2011-04-01
[ adaptivity,empirical mode decomposition,ensemble empirical mode decomposition,global domain analysis,locality,noise-assisted data analysis,Physical analysis of data ]

Decomposing the association of completed suicide with air pollution, weather, and unemployment data at different time scales
Journal of Affective Disorders, 129, 1-3, 275-281, 2011-03-01
[ Air pollution,Empirical mode decomposition,Intrinsic mode function,Suicide,Unemployment,Weather ]

Temporal associations between weather and headache: Analysis by empirical mode decomposition
PLoS ONE, 6, 1, 2011-02-09

A novel preprocessing method using hilbert huang transform for MALDI-TOF and SELDI-TOF mass spectrometry data
PLoS ONE, 5, 8, 2010-10-21

Intrinsic mode analysis of human heartbeat time series
Annals of Biomedical Engineering, 38, 4, 1337-1344, 2010-04-01
[ Appearance energy index,Detrended fluctuation analysis,Empirical mode decomposition,Heart beat interval,Intrinsic mode analysis,Structure index ]

Data analysis using a combination of independent component analysis and empirical mode decomposition
Physical Review E, 79, 6, 2009-06-12

Investigating complex patterns of blocked intestinal artery blood pressure signals by empirical mode decomposition and linguistic analysis
Journal of Physics: Conference Series, 96, 1, 2008-02-01

The entrainment effects of TMS treatment in Treatment-Resistant Depressed patients revealed by Holo-Hilbert Spectral Analysis
2021-01-30
[ treatment-resistant depression,entrainment,Holo-Hilbert Spectral Analysis (HHSA) ]

An Adaptive Non-Linearity Detection Algorithm for Process Control Loops
1020-1025, 2016-01-01
[ adaptive algorithm,Control non-linearities,instantaneous frequency,intra-wave frequency modulation ]

Parallel implementation of multi-dimensional ensemble empirical mode decomposition
1621-1624, 2011-08-18
[ CUDA , GPGPU , Multi-dimensional Ensemble Empirical Mode Decomposition , OpenMP ]

A new method for bridge structure health monitoring
899-902, 2006-12-01

World Scientific Series on Asia-Pacific Weather and Climate
97-107, 2016-01-01

Hilbert-Huang Transform and its Applications, 2nd Edition
1-386, 2014-01-01

Health Assessment of Engineered Structures: Bridges, Buildings, and Other Infrastructures
203-240, 2013-01-01

Applied Mechanics and Materials
1287-1291, 2012-02-23
[ Cavity,Circularity,Convexity,Image processing ]

Applied Mechanics and Materials
149-153, 2012-01-02
[ Empirical mode decomposition,Secure communication,Steganography ]

Biomedical data processing using HHT: A review
335-352, 2009-12-01

Hilbert-huang Transform And Its Applications
263-287, 2005-01-01