References

Methodology

1998

Huang, M. L. Wu, S. R. Long, S. S. Shen, W. D. Qu, P. Gloersen, and K. L. Fan (1998) The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc. Roy. Soc. Lond., 454A, 903-993.

1999

Huang, N. E., Z. Shen, and S. R. Long (1999) A New View of Nonlinear Water Waves – The Hilbert Spectrum. Ann. Rev. Fluid Mech., 31, 417-457.

2003

Huang, N. E., M. L. Wu, S. R. Long, S. S. Shen, W. D. Qu, P. Gloersen, and K. L. Fan (2003) A confidence limit for the Empirical Mode Decomposition and Hilbert Spectral Analysis. Proc. Roy. Soc. London, 459A, 2317-2345.

2004

Flandrin, P., G. Rilling, and P. Gonçalves (2004) Empirical mode decomposition as a filter bank. IEEE Signal Proc Lett., 11, 112-114.

2004

Wu, Z., and N. E. Huang (2004) A study of the characteristics of white noise using the empirical mode decomposition method. Proc. Roy. Soc. London, 460A, 1597-1611.

2005

Wu, Z., and N. E Huang (2005) Ensemble Empirical Mode Decomposition: a noise-assisted data analysis method. COLA Technical Report 193.

2007

Wu, Z., Huang, N. E, S. R. Long, and C.-K. Peng (2007) On the trend, detrending, and the variability of nonlinear and non-stationary time series. Proc. Natl. Acad. Sci. USA., 104, 14889-14894.

2009

Wu, Z., and N. E Huang (2009) Ensemble Empirical Mode Decomposition: a noise-assisted data analysis method. Advances in Adaptive Data Analysis. Vol.1, No.1. 1-41.

2009

Huang, N. E., Z. Wu, S. R. Long, K. C. Arnold,  X. Chen and K. Blank (2009) On instantaneous frequency. Advance in Adaptive Data Analysis. Vol.1, No.2. 177-229.

2009

Wu. Z., Huang N. E. and X. Chen (2009) The Multi-Dimensional Ensemble Empirical Mode Decomposition Method. Advance in Adaptive Data Analysis, Vol. 1, No. 3, 339372.

2010

X. Chen, Z. Wu and N. E. Huang (2010) The Time-Dependent Intrinsic Correlation Based  on the Empirical Mode Decomposition. Advance in Adaptive Data Analysis., Vol. 2, No. 2, 233-265.

2010

G. Wang, X.-Y. Chen, F.-L. Qiao, Z. Wu and N. E. Huang (2010) On Intrinsic Mode Function. Advance in Adaptive Data Analysis, Vol. 2, No. 3, 277-293.

2010

Wu Z. and N. E. Huang (2010) On the Filtering Properties of the Empirical Mode Decomposition. Advance in Adaptive Data Analysis, Vol. 2, No. 4, 397-414.

 

 

Applications

2003

N. E. Huang, S. R. Long, W. D. Qu, S. S. Shen, J. Zhang (2003) Applications of Hilbert-Huang Transform to Nonstationary Financial Time Series Analysis. Journal Applied Stochastic Models in Business and Industry, 19, 245-268.

2004

Cummings, D., R. Irizarry, N. Huang, T. Endy, A. Nisakak, K. Ungchusak and D. Burke (2004) Travelling waves in dengue hemorrhagic fever incidence in Tailand. Nature, 427, 344-347.

2005

Lai, R. J. and N. E. Huang (2005) Investigation of Vertical and Horizontal Momentum Transfer in the Gulf of Mexico Using Empirical Mode Decomposition Method. J. Phys. Oceanogr., 35, 1383-1402.

2008

Huang, N. E. and Wu, Z. (2008) A review on Hilbert-Huang transform: method and its applications to geophysical studies. Reviews of Geophysics, 46, RG2006

2009

N. E. Huang, Z. Wu, J. E. Pinzon, C. L. Parkinson, S. R. Long, K. Blank, P. Gloersen and X. Chen (2009) Reductions of noise and uncertainty in annual golbal temperature anomaly data. Adv. Adaptive Data Anal., 3. 447-460.

2010

J. R. Yeh, W. Z. Sun, J. S. Shieh and N. E. Huang (2010) Intrinsic Mode Analysis of Human Heartbeat Time Series. Annals of Biomedical Engineering, 38(4), pp. 1337-1344.

2011

Z. Wu, N. E. Huang, J. M. Wallace, B. V. Smoliak; X. Chen (2011) On the time-varying trend in global-mean surface temperature. Climate Dynamics, Vol. 37,Issue: 3-4,759-773.

2011

N. E. Huang, X. Chen, M.-T. Lo and Z. Wu (2011) On Hilbert Spectral Representation: A True Time-Frequency Representation for Nonlinear and Nonstationary Data. Adv. Adaptive Data Anal., Vol. 3, No. 1&2, 63-93.

2011

Z. Wu, N. E. Huang and X. Chen (2011) Some Considerations on Physical Analysis of Data. Adv. Adaptive Data Anal., Vol. 3, No. 1&2, 95-113.

Last modified date: 2012/10/02