Publications of Dr. Ta-Hsin Li


Journal Papers

  1. T. H. Li and Z. Wang, "Most-binarization method for restoration of linearly degraded binary images," Scientia Sinica, Series A, vol. 29, no. 5, pp. 540-549, 1986.
  2. B. Kedem and T. H. Li, "Monotone gain, first-order autocorrelation, and zero-crossing rate," Annals of Statistics, vol. 19, no. 3, pp. 1672-1676, 1991.
  3. T. H. Li, "Blind identification and deconvolution of linear systems driven by binary random sequences," IEEE Transactions on Information Theory, vol. IT-38, no. 1, pp. 26-38, 1992.
  4. T. H. Li and B. Kedem, "Strong consistency of the contraction mapping method for frequency estimation," IEEE Transactions on Information Theory, vol. IT-39, no. 3, pp. 989-998, 1993
  5. T. H. Li and B. Kedem, "Asymptotic analysis of a multiple frequency estimation method," Journal of Multivariate Analysis, vol. 46, no. 2, pp. 214-236, 1993.
  6. T. H. Li, "Estimation and blind deconvolution of autoregressive systems with nonstationary binary inputs," Journal of Time Series Analysis, vol. 14, no. 6, pp. 575-588, 1993.
  7. T. H. Li and B. Kedem, "Iterative filtering for multiple frequency estimation," IEEE Transactions on Signal Processing, vol. 42, no. 5, pp. 1120-1132, 1994. Errata: vol. 43, no. 3, p. 791, 1995.
  8. T. H. Li, B. Kedem, and S. Yakowitz, "Asymptotic normality of sample autocovariances with an application in frequency estimation," Stochastic Processes and Their Applications, vol. 52, pp. 329-349, 1994.
  9. T. H. Li, "Blind deconvolution of linear systems with multilevel nonstationary inputs," Annals of Statistics, vol. 23, pp. 690-704, 1995.
  10. R. Chen and T. H. Li, "Blind restoration of linearly degraded discrete signals by Gibbs sampling," IEEE Transactions on Signal Processing, vol. 43, no. 10, pp. 2410-2413, 1995.
  11. T. H. Li, "Discrimination of time series by parametric filtering," Journal of the American Statistical Association, vol. 91, pp. 284-293, 1996.
  12. Q. Cheng, R. Chen, and T. H. Li, "Simultaneous wavelet estimation and deconvolution of reflection seismic signals," IEEE Transactions on Geoscience and Remote Sensing, vol. 34, no. 2, pp. 377-384, 1996.
  13. T. H. Li and J. D. Gibson, "Speech analysis and segmentation by parametric filtering," IEEE Transactions on Speech and Audio Processing, vol. 4, no. 3, pp. 203-213, 1996.
  14. T. H. Li, "Bartlett-type formulas for complex-valued multivariate time series of mixed spectra," Statistics and Probability Letters, vol. 28, pp. 259-268, 1996.
  15. T. H. Li and K. Mbarek, "A blind equalizer for nonstationary discrete-valued signals," IEEE Transactions on Signal Processing, Special Issue on Signal Processing for Advanced Communications, vol. 45, no. 1, pp. 247-254, 1997.
  16. T. H. Li and G. R. North, "Aliasing effects and sampling theorems of spherical random fields when sampled on a finite grid," Annals of the Institute of Statistical Mathematics, vol. 49, no. 2, pp. 341-354, 1997.
  17. R. J. Carroll, R. Chen, E. I. George, T. H. Li, H. J. Newton, H. Schmiediche, and N. Wang, "Trends in ozone exposure in Harris county, Texas," Journal of the American Statistical Association, vol. 92, no. 438, pp. 309-404, 1997.
  18. T. H. Li, G. R. North, and S. Shen, "Aliased power of a stochastic temperature field on a sphere," Journal of Geophysical Research, vol. 102, no. D4, pp. 4475-4486, 1997.
  19. T. H. Li, "Time series characterization, Poisson integral, and robust divergence measures," Technometrics, vol. 39, no. 4, pp. 357-371, 1997.
  20. T. H. Li, "Time-correlation analysis of nonstationary time series," Journal of Time Series Analysis, vol. 19, no. 1, pp. 47-64, 1998.
  21. T. H. Li and B. Kedem, "Tracking abrupt frequency changes," Journal of Time Series Analysis, vol. 19, no. 1, pp. 69-82, 1998.
  22. T. H. Li and G. R. North, "Sampling errors for meteorological fields observed by low Earth orbiting satellites," Journal of Geophysical Research, vol. 103, no. D16, pp. 19,595-19,613, 1998.
  23. T. H. Li, "Analysis of a nonparametric blind equalizer for discrete-valued signals," IEEE Transactions on Signal Processing, vol. 47, no. 4, pp. 925-935, 1999.
  24. T. H. Li, "Multiscale representation and analysis of spherical data by spherical wavelets," SIAM Journal of Scientific Computing, vol. 21, no. 3, pp. 924-953, 1999.
  25. W. R. Klemm, T. H. Li, and J. L. Hernandez, "Coherent EEG indicators of cognitive binding during ambiguous figure tasks," Consciousness and Cognition, vol. 9, pp. 66-85, 2000.
  26. K. S. Song and T. H. Li, "A statistically and computationally efficient method for frequency estimation," Stochastic Processes and Their Applications, vol. 86, pp. 29-47, 2000.
  27. T. H. Li, "Multiscale wavelet analysis of scattered spherical data: design and estimation," Environmetrics, vol. 12, pp. 179-202, 2001.
  28. T. H. Li and M. J. Hinich, "A filter bank approach for modeling and forecasting seasonal patterns," Technometrics, vol. 44, no. 1, pp. 1-14, 2002.
  29. T. H. Li and K. S. Lii, "A joint estimation approach for two-tone image deblurring by blind deconvolution," IEEE Transactions on Image Processing, vol. 11, no. 8, pp. 847-858, 2002.
  30. T. H. Li and K. S. Song, "Asymptotic analysis of a fast algorithm for efficient multiple frequency estimation," IEEE Transactions on Information Theory, vol. 48, no. 10, pp. 2709-2720, 2002. Errata: vol. 49, no. 2, p. 529, 2003.
  31. T. H. Li and H. S. Oh, "Wavelet spectrum and its characterization property for random processes," IEEE Transactions on Information Theory, vol. 48, no. 11, pp. 2922-2937, 2002.
  32. T. H. Li, "Finite-alphabet information and multivariate blind deconvolution and identification of linear systems," IEEE Transactions on Information Theory, vol. 49, no. 1, pp. 330-337, 2003.
  33. H. S. Oh and T. H. Li, "Estimation of global temperature fields from scattered observations by a spherical-wavelet-based spatially adaptive method," Journal of the Royal Statistical Society, Series B, vol. 66, pt. 1, pp. 221-238, 2004.
  34. T. H. Li, "A hierarchical framework for modeling and forecasting web server workload," Journal of the American Statistical Association, vol. 100, no. 471, pp. 748-763, 2005.
  35. K. S. Song and T. H. Li, “On convergence and bias correction of a joint estimation method for multiple sinusoidal frequencies,” Journal of the American Statistical Association, vol. 101, no. 474, pp. 830-842, 2006.
  36. T. Vercauteren, P. Aggarwal, X. Wang, and T. H. Li, “Hierarchical forecasting of Web server workload using sequential Monte Carlo training,” IEEE Transactions on Signal Processing, vol. 55, no. 4, pp. 1286-1297, 2007.
  37. T. H. Li, “A statistical framework for optimal workload consolidation with application to capacity planning for on-demand computing,” Journal of the American Statistical Association, vol. 102, no. 479, pp. 841-855, 2007.
  38. T. H. Li, “Laplace periodogram for time series analysis,” Journal of the American Statistical Association, vol. 103, no. 482, pp. 757-768, 2008.
  39. T. H. Li and K. S. Song, “On asymptotic normality of nonlinear least squares for sinusoidal parameter estimation,” IEEE Transactions on Signal Processing, vol. 56, no. 9, pp. 4511-4515, 2008.
  40. T. H. Li, “On exponentially weighted recursive least squares for estimating time-varying parameters,” Journal of Statistical Theory and Practice, vol. 2, no. 3, pp. 339-354, 2008.
  41. T. H. Li and K. S. Song, “Estimation of the parameters of sinusoidal signals in non-Gaussian noise,” IEEE Transactions on Signal Processing, vol. 57, no. 1, pp. 62-72, 2009.
  42. K. C. Liang, X. Wang, and T. H. Li, “Robust discovery of periodically expressed genes using the Laplace periodogram,” BMC Bioinformatics, vol. 10, no. 15, doi: 10.1186/1471-2105-10-15, 2009.
  43. T. H. Li, “A robust periodogram for high-resolution spectral analysis,” Signal Processing, vol. 90, no. 7, pp. 2133-2140, 2010.
  44. T. H. Li, “A nonlinear method for robust spectral analysis,” IEEE Transactions on Signal Processing, vol. 58, no. 5, pp. 2466-2474, 2010.
  45. K. S. Song and T. H. Li, “Asymptotics of least squares for nonlinear harmonic regression,” Statistics: A Journal of Theoretical and Applied Statistics, vol. 45, no. 4, pp. 309-318, doi:10.1080/02331881003797593, 2011.
  46. T. H. Li, “Workload portfolio optimization for virtualized computer systems based on semiparametric quantile function estimation,” Journal of the Royal Statistical Society, Ser. C, vol. 60, part 4, pp. 519-539, 2011.
  47. H. Cao, J. Hu, C. Jiang, T. Kumar, T. H. Li, Y. Liu, Y. Lu, S. Mahatma, A. Mojsilovic, M. Sharma, M. S. Squillante, Y. Yu, “OnTheMark: Integrated stochastic resource planning of human capital supply chains,” Interfaces, vol. 41, no. 5, pp. 414-435, 2011.
  48. T. H. Li, “On robust spectral analysis by least absolute deviations,” Journal of Time Series Analysis, vol. 33, no. 2, pp. 298-303, doi: 10.1111/j.1467-9892.2011.00760.x, 2012.
  49. T. H. Li, “Quantile periodograms,” Journal of the American Statistical Association, vol. 107, no. 498, pp. 765-776, 2012.

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