| # | Title | Journal | Year | Citations |
|---|
| 1 | ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOISE-ASSISTED DATA ANALYSIS METHOD | Advances in Adaptive Data Analysis | 2009 | 6,205 |
| 2 | A review on Hilbert‐Huang transform: Method and its applications to geophysical studies | Reviews of Geophysics | 2008 | 1,355 |
| 3 | COMPLEMENTARY ENSEMBLE EMPIRICAL MODE DECOMPOSITION: A NOVEL NOISE ENHANCED DATA ANALYSIS METHOD | Advances in Adaptive Data Analysis | 2010 | 1,013 |
| 4 | On the trend, detrending, and variability of nonlinear and nonstationary time series | Proceedings of the National Academy of Sciences of the United States of America | 2007 | 729 |
| 5 | ON INSTANTANEOUS FREQUENCY | Advances in Adaptive Data Analysis | 2009 | 520 |
| 6 | THE MULTI-DIMENSIONAL ENSEMBLE EMPIRICAL MODE DECOMPOSITION METHOD | Advances in Adaptive Data Analysis | 2009 | 331 |
| 7 | On the computational complexity of the empirical mode decomposition algorithm | Physica A: Statistical Mechanics and Its Applications | 2014 | 318 |
| 8 | ON INTRINSIC MODE FUNCTION | Advances in Adaptive Data Analysis | 2010 | 148 |
| 9 | EMD VIA MEMD: MULTIVARIATE NOISE-AIDED COMPUTATION OF STANDARD EMD | Advances in Adaptive Data Analysis | 2013 | 146 |
| 10 | Do Seasons Have an Influence on the Incidence of Depression? The Use of an Internet Search Engine Query Data as a Proxy of Human Affect | PLoS ONE | 2010 | 116 |
| 11 | THE TIME-DEPENDENT INTRINSIC CORRELATION BASED ON THE EMPIRICAL MODE DECOMPOSITION | Advances in Adaptive Data Analysis | 2010 | 90 |
| 12 | Multi-Scale Analysis Based Ball Bearing Defect Diagnostics Using Mahalanobis Distance and Support Vector Machine | Entropy | 2013 | 87 |
| 13 | ON THE FILTERING PROPERTIES OF THE EMPIRICAL MODE DECOMPOSITION | Advances in Adaptive Data Analysis | 2010 | 86 |
| 14 | 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 | 2016 | 75 |
| 15 | Computer-Aided Diagnosis of Skin Lesions Using Conventional Digital Photography: A Reliability and Feasibility Study | PLoS ONE | 2013 | 69 |
| 16 | Relationship between delta power and the electrocardiogram-derived cardiopulmonary spectrogram: possible implications for assessing the effectiveness of sleep | Sleep Medicine | 2014 | 67 |
| 17 | Characterization of gear faults in variable rotating speed using Hilbert-Huang Transform and instantaneous dimensionless frequency normalization | Mechanical Systems and Signal Processing | 2012 | 62 |
| 18 | ON HILBERT SPECTRAL REPRESENTATION: A TRUE TIME-FREQUENCY REPRESENTATION FOR NONLINEAR AND NONSTATIONARY DATA | Advances in Adaptive Data Analysis | 2011 | 60 |
| 19 | Between-centre variability in transfer function analysis, a widely used method for linear quantification of the dynamic pressure–flow relation: The CARNet study | Medical Engineering and Physics | 2014 | 53 |
| 20 | THE NONLINEAR AND NONSTATIONARY PROPERTIES IN EEG SIGNALS: PROBING THE COMPLEX FLUCTUATIONS BY HILBERT–HUANG TRANSFORM | Advances in Adaptive Data Analysis | 2009 | 45 |
| 21 | Detrended fluctuation analysis predicts successful defibrillation for out-of-hospital ventricular fibrillation cardiac arrest | Resuscitation | 2010 | 45 |
| 22 | Empirical mode decomposition based detrended sample entropy in electroencephalography for Alzheimer's disease | Journal of Neuroscience Methods | 2012 | 43 |
| 23 | Uniform Phase Empirical Mode Decomposition: An Optimal Hybridization of Masking Signal and Ensemble Approaches | IEEE Access | 2018 | 41 |
| 24 | Temporal Associations between Weather and Headache: Analysis by Empirical Mode Decomposition | PLoS ONE | 2011 | 39 |
| 25 | Correlations between the Signal Complexity of Cerebral and Cardiac Electrical Activity: A Multiscale Entropy Analysis | PLoS ONE | 2014 | 34 |
| 26 | Second-harmonic generation imaging of collagen fibers in myocardium for atrial fibrillation diagnosis | Journal of Biomedical Optics | 2010 | 32 |
| 27 | A robust hair segmentation and removal approach for clinical images of skin lesions | | 2013 | 32 |
| 28 | Multi-scale symbolic entropy analysis provides prognostic prediction in patients receiving extracorporeal life support | Critical Care | 2014 | 32 |
| 29 | Use of Nakagami Statistics and Empirical Mode Decomposition for Ultrasound Tissue Characterization by a Nonfocused Transducer | Ultrasound in Medicine and Biology | 2009 | 29 |
| 30 | Looseness Diagnosis of Rotating Machinery Via Vibration Analysis Through Hilbert–Huang Transform Approach | Journal of Vibration and Acoustics, Transactions of the ASME | 2010 | 29 |
| 31 | Data analysis using a combination of independent component analysis and empirical mode decomposition | Physical Review E | 2009 | 28 |
| 32 | A looseness identification approach for rotating machinery based on post-processing of ensemble empirical mode decomposition and autoregressive modeling | JVC/Journal of Vibration and Control | 2012 | 27 |
| 33 | Derivative-optimized empirical mode decomposition for the Hilbert–Huang transform | Journal of Computational and Applied Mathematics | 2014 | 25 |
| 34 | 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 | 2015 | 25 |
| 35 | Quantifying Spasticity With Limited Swinging Cycles Using Pendulum Test Based on Phase Amplitude Coupling | IEEE Transactions on Neural Systems and Rehabilitation Engineering | 2016 | 24 |
| 36 | Acute increase of complexity in the neurocardiovascular dynamics following carotid stenting | Acta Neurologica Scandinavica | 2011 | 22 |
| 37 | A Novel Preprocessing Method Using Hilbert Huang Transform for MALDI-TOF and SELDI-TOF Mass Spectrometry Data | PLoS ONE | 2010 | 22 |
| 38 | REDUCTIONS OF NOISE AND UNCERTAINTY IN ANNUAL GLOBAL SURFACE TEMPERATURE ANOMALY DATA | Advances in Adaptive Data Analysis | 2009 | 21 |
| 39 | SOME CONSIDERATIONS ON PHYSICAL ANALYSIS OF DATA | Advances in Adaptive Data Analysis | 2011 | 21 |
| 40 | COMPACT EMPIRICAL MODE DECOMPOSITION: AN ALGORITHM TO REDUCE MODE MIXING, END EFFECT, AND DETREND UNCERTAINTY | Advances in Adaptive Data Analysis | 2012 | 20 |
| 41 | An Adaptive Non-Linearity Detection Algorithm for Process Control Loops**Financial support to the first author from Siemens AS, Norway, is gratefully acknowledged. | IFAC-PapersOnLine | 2016 | 17 |
| 42 | Intrinsic Mode Analysis of Human Heartbeat Time Series | Annals of Biomedical Engineering | 2010 | 16 |
| 43 | Complexity of cardiac signals for predicting changes in alpha-waves after stress in patients undergoing cardiac catheterization | Scientific Reports | 2015 | 16 |
| 44 | TIME-FREQUENCY ANALYSIS OF THE SUPERORBITAL MODULATION OF THE X-RAY BINARY SMC X-1 USING THE HILBERT-HUANG TRANSFORM | Astrophysical Journal | 2011 | 15 |
| 45 | Investigating fractal property and respiratory modulation of human heartbeat time series using empirical mode decomposition | Medical Engineering and Physics | 2010 | 14 |
| 46 | The relationship between aminoterminal propeptide of type III procollagen and heart rate variability parameters in heart failure patients: a potential serum marker to evaluate cardiac autonomic control and sudden cardiac death | Clinical Chemistry and Laboratory Medicine | 2010 | 14 |
| 47 | Complexity of human postural control in subjects with unilateral peripheral vestibular hypofunction | Gait and Posture | 2014 | 13 |
| 48 | Dynamic Cerebral Autoregulation Assessment Using Extracranial Internal Carotid Artery Doppler Ultrasonography | Ultrasound in Medicine and Biology | 2017 | 12 |
| 49 | A Minimum Arclength Method for Removing Spikes in Empirical Mode Decomposition | IEEE Access | 2019 | 12 |
| 50 | Applying Harmonic Optical Microscopy for Spatial Alignment of Atrial Collagen Fibers | PLoS ONE | 2010 | 11 |
