Prof. LIAN Heng (練恒)
Research Output
- 2010
Total variation, adaptive total variation and nonconvex smoothly clipped absolute deviation penalty for denoising blocky images
Chopra, A. & Lian, H., Aug 2010, In: Pattern Recognition. 43, 8, p. 2609-2619Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35Posterior convergence and model estimation in bayesian change-point problems
Lian, H., 2010, In: Electronic Journal of Statistics. 4, p. 239-253Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4- 2009
Detecting macroeconomic phases in the Dow Jones Industrial Average time series
Wong, J. C., Lian, H. & Cheong, S. A., 1 Nov 2009, In: Physica A: Statistical Mechanics and its Applications. 388, 21, p. 4635-4645Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17Bayesian nonlinear principal component analysis using random fields
Lian, H., Apr 2009, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 31, 4, p. 749-754Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1Cross-validation for comparing multiple density estimation procedures
Lian, H., 1 Jan 2009, In: Statistics and Probability Letters. 79, 1, p. 112-115Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2Bayes and empirical bayes inference in changepoint problems
Lian, H., Jan 2009, In: Communications in Statistics - Theory and Methods. 38, 3, p. 419-430Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 1On rates of convergence for posterior distributions under misspecification
Lian, H., Jan 2009, In: Communications in Statistics - Theory and Methods. 38, 11, p. 1893-1900Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3- 2008
Automated mapping of large-scale chromatin structure in ENCODE
Lian, H., Thompson, W. A., Thurman, R., Stamatoyannopoulos, J. A., Noble, W. S. & Lawrence, C. E., Sept 2008, In: Bioinformatics. 24, 17, p. 1911-1916Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24MOST: Detecting cancer differential gene expression
Lian, H., Jul 2008, In: Biostatistics. 9, 3, p. 411-418Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 47- 2007
Nonlinear functional models for functional responses in reproducing kernel Hilbert spaces
Lian, H., Dec 2007, In: Canadian Journal of Statistics. 35, 4, p. 597-606Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 51On the consistency of Bayesian function approximation using step functions
Heng, L., Nov 2007, In: Neural Computation. 19, 11, p. 2871-2880Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2Consistency of Bayesian estimation of a step function
Lian, H., 1 Jan 2007, In: Statistics and Probability Letters. 77, 1, p. 19-24Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4- 2006
Variational local structure estimation for image super-resolution
Lian, H., 2006, Proceedings - International Conference on Image Processing, ICIP. p. 1721-1724 4106881Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6
