Books/Journals/Conferences
Publications (2005--):
Books
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W. Ching and M. Ng, Basic Elements and Models of Management Mathematics,
(in preparation), GBS Publishers, 250 pages, to appear in 2006
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W. Ching and M. Ng, Markov Chains: Models, Algorithms and Applications,
International Series on Operations Research and Management Science, Springer
(2006), 205 pages [ISBN 0-387-29335-3]
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M. Ng, A. Doncescu, L. Yang and T. Leng, High Performance Computational
Science and Engineering, IFIP TC5 Workshop on High Performance Computational
Science and Engineering, Springer (2005), 238 pages [ISBN 0-387-24048-9]
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M. Ng, Iterative Methods for Toeplitz Systems, Oxford University Press
(2004), 360 pages [ISBN 0-19-850420-9]
Journals
(Numerical Linear Algebra):
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J. Cai, M. Ng and Y. Wei, Computing the Group Inverse of Singular Toeplitz
Matrix, Journal of Computational Mathematics, to appear.
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Y. Wei, N. Zhang, M. Ng and W. Xu,
Tikhonov
Regularization for Weighted Total Least Squares Problems,
Applied Mathematics Letters, to appear.
-
L. Lu and M. Ng,
Maximum Inverse Positive Matrices,
Applied Mathematics Letters, to appear.
-
Z. Bai, G. Golub and M. Ng, On Successive-Overrelaxation Acceleration of
the Hermitian and Skew-Hermitian Splitting Iterations,
Numerical Linear Algebra with Applications, to appear.
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M. Benzi and M. Ng, Preconditioned Iterative Methods for Weighted Toeplitz
Least Squares Problems,
SIAM J. Matrix Analysis and Applications, 27 (2006), pp. 1106-1124.
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J. Pan, M. Ng and Z. Bai,
New Preconditioners for Saddle Point Problems,
Applied Mathematics and Computation,
V172 (2006), pp. 762-771.
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W. Ching, M. Ng and W. Yuen,
A Direct Method for Solving Block-Toeplitz with Near-Circulant-Block
Systems with Applications to Hybrid Manufacturing
Systems, Numerical Linear Algebra with Applications, V12
(2005), pp. 957-966
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L. Lu and M. Ng,
Effects of a Parameter on a Nonsymmetric Algebraic Riccati Equation,
Applied Mathematics and Computation,
V172 (2006), pp. 753-761.
- M. Ho and M. Ng,
Splitting Iterations for Circulant-plus-diagonal
Systems, Numerical Linear Algebra with Applications, V12
(2005), pp. 779-792
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Y. Wei, H. Diao and M. Ng, On Drazin Inverse of Singular
Toeplitz Matrix, Applied Mathematics and Computation,
V172 (2006), pp. 809-817
- Z. Bai and M. Ng, On Inexact Preconditioners for Nonsymmetric
Matrices,
SIAM Journal on Scientific Computing, V26 (2005), pp. 1710-1724
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A. Ho and M .Ng, Iterative Methods for Robbins Problems, Applied Mathematics
and Computation, V165 (2005), pp. 103-125
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M. He, L. Lu and M. Ng, Toeplitz and Positive Semidefinite Complete Problem
for Cycle Graph, Numer. Math., J. Chinese Univs., V14 (2005), pp.
67-78
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M. Ng, S. Serra and C. Tablino-Possio, Multigrid Methods for Symmetric
Sinc-Galerkin Systems, Numerical Linear Algebra with Applications, V12
(2005), pp. 261-269
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F. Lin, M. Ng and W. Ching, Factorizated Banded Inverse Preconditioners
for Matrices with Toeplitz Structure, SIAM Journal on Scientific Computing,
V26 (2005) pp. 1852-1870
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Y. Wei and M. Ng, Displacement Structure of Group Inverses, Numerical Linear
Algebra with Applications, V12 (2005), pp. 103-110
(Signal and Image Processing):
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H. Fu, M. Ng and J. Barlow,
Structured Total Least Squares for Color Image Restoration,
SIAM Journal on Scientific Computing, to appear.
-
W. Chan, E. Lam, M. Ng and G. Mak,
Super-resolution Reconstruction in a
Computational
Compound-eye Imaging System,
Multidimensional Systems and Signal Processing, to appear.
-
A. Yau, N. Bose and M. Ng,
An Efficient Algorithm for Superresolution in Medium Field Imaging,
Multidimensional Systems and Signal Processing, to appear.
- J. Zhang, T. Zhou, C. Cheung, C. Beling, S. Fung, M. Ng,
Deconvolution of 2D coincident Doppler broadening spectroscopy using
the Richardson-Lucy algorithm,
Nuclear Instruments and Methods in Physics Research A, V560 (2006),
pp. 552-557.
- N. Bose, M. Ng and A. Yau,
A Fast Algorithm for Image Super-Resolution From Blurred
Observations, EURASIP Journal on Applied Signal Processing,
V2006 (2006), Article ID 35726, 14 pages.
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H. Fu, M. Ng, M. Nikolova and J. Barlow,
Efficient Minimization Methods of Mixed
L1-L1 and L2-L1 Norms for Image Restoration,
SIAM Journal on Scientific Computing,
V27 (2006), pp. 1881-1902
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M. Nikolova and M. Ng,
Analysis of Half-Quadratic Minimization Methods for Signal and Image
Recovery, SIAM Journal on Scientific Computing,
V27 (2006), pp. 937-966.
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M. Ng and A. Yau, Super-resolution Image Restoration from Blurred Low-resolution
Images, Journal of Mathematical Imaging and Vision, V23 (2005), pp. 367-378
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T. Woo, V. Cheng, C. Beling and M. Ng, An Evaluation of Algorithms for
the Deconvolution of Doppler Broadening Positron Annihilation Radiation
Spectroscopy Spectra, Computer Physics Communications, V168, Issue 3 (2005),
pp. 177-186
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H. Ngan, G. Pang, S. Yung and M. Ng, Wavelet Based Methods for Patterned
Fabric Defect Detection, Pattern Recognition, V38 (2005), pp. 559-576
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W. Ching, M. Ng, K. Sze and A. Yau, Super-Resolution Image Reconstruction
Using Multisensors, Numerical Linear Algebra with Applications, V12
(2005), pp. 271-281
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M. Ng and W. Kwan, Image Restoration by Cosine Transform Based Iterative
Regularization, Applied Mathematics and Computation, V160 (2005), pp. 499-515
(Differential/Integral Equations):
-
Z. Bai, M. Ng and J. Pan, On Alternating Splitting Waveform Relaxation
Method and its Successive Overrelaxation Acceleration, Computers and Mathematics
with Applications, V49 (2005), pp. 157-170
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J. Pan, Z. Bai and M. Ng, Two-Step Waveform Relaxation Methods for Implicit
Linear Initial Value Problems, Numerical Linear Algebra with Applications,
V12 (2005), pp. 293-304
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D. Bertaccini, Y. Wen and M. Ng, The Eigenvalues of Preconditioned Matrices
for Linear Multistep Formulas in Boundary Value Form, Numerical Linear
Algebra with Applications, V12 (2005), pp. 315-325
(Data Mining):
-
M. Ng, E. Chan, M. So and W. Ching,
A Semi-Supervised Regression Model for Mixed Numerical and Categorical
Variables, Pattern Recognition, to appear.
-
L. Jing, X. Yang, M. Ng, J. Huang,
A Text Clustering System based on
k-means Type Subspace
Clustering and
Ontology,
International Journal of Information Technology, to appear.
-
V. Torra, J. Domingo-Ferrer, J. Mateo-Sanz and M. Ng,
Regression for Ordinal Variables without Underlying Continuous
Variables, Information Sciences, V176 (2006), pp. 465-474.
-
E. Wu, M. Ng and J. Huang,
A Data Warehousing and Data Mining Framework for Web Usage
Management,
Communications in Information and Systems, V4 (2004), pp. 301-324.
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Z. Huang, M. Ng, H. Rong, Automated Variable Weighting in K-Means Type
Clustering,
IEEE Transactions on Pattern Analysis and Machine Intelligence, V27 (2005),
pp. 657-668
(Bioinformatics):
-
S. Zhang, W. Ching, M. Ng and T. Akutsu, Simulation Study
in Probabilistic Boolean Network Models for Genetic Regulatory
Networks, International Journal of Data Mining and
Bioinformatics, to appear.
-
M. Ng, E. Fung, Y. Li and W. Ching,
A Recursive Method for Solving Haplotype Frequencies
with Application to Genetics, Journal of Bioinformatics and Computational
Biology, to appear.
-
C. Lin, K. Yip, D. Cheung, B. Kao and M. Ng,
On Mining Micro-array Data by OPSM, International Journal of
Bioinformatics Research and Applications, to appear.
-
S. Ao and M. Ng,
Gene Expression Time Series Modeling with Principal Component and Neural
Network, Soft Computing, V10 (2006), pp. 351-358
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W. Ching, M. Ng, E. Fung and T. Akutsu, On Construction of Stochastic Genetic
Networks Based on Gene Expression Sequences, International Journal of Neural
Systems, 15 (2005) pp. 297-310
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S. Ao, K. Yip, M. Ng, D. Cheung, P. Yee, I. Melhado and P. Sham, CLUSTAG:
Hierarchical Clustering and Graph Methods for Selecting Tag SNPs, Bioinformatics,
V21 (2005) pp. 1735-1736
(Operations Research):
-
W. Ching, S. Zhang and M. Ng,
On Multi-dimensional Markov Chain Models,
Pacific Journal of Optimization, to appear.
-
T. Siu, W. Ching. E. Fung and M. Ng,
Extracting Information from Spot
Interest Rates and Credit Ratings using Double Higher-Order Hidden Markov
Models, Journal of Computational Economics 26 (2005) 251-284
-
W. Ching, W. Yuen, M. Ng, and S. Zhang
A Linear Programming Approach for Determining Optimal Advertising Policy,
IMA Journal of Management Mathematics,
V17 (2006) pp. 83-96
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T. Siu, W. Ching, E. Fung and M. Ng,
On Multivariate Credibility Approach for
Portfolio Credit Risk Measurement,
Quantitative Finance, V5 (2005), pp. 543-556.
Conferences
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W. Ching, M. Ng and W. Yuen, A Hybrid Algorithm for Solving the PageRank,
to appear in Lecture Notes in Computer Science, 2005, Springer
-
M. Ng, H. Fu, M. Mila, J. Barlow and W. Ching, Fast Algorithms for l1 Norm
Mixed l1 and l2 Norms for Image Restoration, to appear in Lecture Notes
in Computer Science, 2005, Springer
-
N. Bose, M. Ng and A. Yau, Super-resolution Image Restoration From Blurred
Observations, IEEE International Symposium on Circuits and Systems, Kobe,
Japan, May 23-26, 2005
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W. Ching, M. Ng and S. Zhang, On Computation with Higher-order Markov Chain,
to appear in Lecture Notes in Computer Science, 2005, Springer
-
S. Ao, M. Ng and W. Ching, Modeling Gene Expression Network with PCA-NN
on Continuous Inputs and Outputs Basis, to appear in Lecture Notes in Computer
Science, 2005, Springer
-
L. Jing, M. Ng, J. Huang, and X. Jun, Subspace Clustering of Text Documents
with Feature Weighting K-Means Algorithm, PAKDD 2005
-
Lin Cheung, Kevin Y. Yip, David W. Cheung, Ben Kao and Michael K. Ng, On
Mining Micro-array Data by Order-preserving Submatrix, in International
Workshop on Biomedical Data Engineering (BMDE), 2005
-
S. Zhang, M. Ng, W. Ching and T. Akutsu, A Linear Control Model for Gene
Intervention in a Genetic Regulatory Network, The IEEE International Conference
on Granular Computing (IEEE GrC-2005), 2005, pp. 354-358
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L. Jing, M. Ng, J. Huang and X. Jun, On the Performance of Feature Weighting
K-means for Text Subspace Clustering, The 6th International Conference
on Web-Age Information Management (WAIM 2005), Hangzhou, China, 2005
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T. Akutsu, M. Hayashida, W. Ching and M. Ng, On the Complexity of Finding
Control Strategies for Boolean Networks,
Proceedings of
Forth Asia-Pacific Bioinformatics
Conference, APBC2006, Taipei, 13-16 February 2006,
Imperial College Press
pp. 99--108.
-
M. Ng, W. Ching, E. Fung, Y. Li, A Recursive Method for Solving Haplotype
Frequencies in Multiple Loci Linkage Analysis,
Proceedings of the Forth Asia-Pacific Bioinformatics
Conference, APBC2006, Taipei, 13-16 February 2006,
Imperial College Press
pp. 129--138.
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M. Ng, S. Zhang, W. Ching and T. Akutsu,
A Control Model for Markovian Genetic Regulatory Netowrks,
LNCS Transaction on Computational Systems Biology, to appear.
- L. Jing, L. Zhou, M. Ng and J. Huang, Ontology-based Distance Measure
for Text Clustering, SIAM Text Mining 2006 Workshop.
-
W. Chan, E. Lam, M. Ng,
Investigation of Computational Compound-eye Imaging System with
Super-resolution Reconstruction, ICASSP, France, 2006.