List of works - Michael Ng

3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model

scientific article published on 30 December 2019

A <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll" id="d1e328" altimg="si3.gif"><mml:mi>C</mml:mi></mml:math>-eigenvalue problem for tensors with applications to higher-order multivariate Markov chains

scientific article published in 2019

A Semisupervised Classification Approach for Multidomain Networks With Domain Selection

scientific article published on 14 June 2018

A Tensor-Based Markov Chain Model for Heterogeneous Information Network Collective Classification

scientific article published in 2022

A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video

scientific article

A novel peak detection approach with chemical noise removal using short-time FFT for prOTOF MS data

scientific article

A primal-dual method for the Meyer model of cartoon and texture decomposition

scientific article published on 27 November 2018

A recursive method for solving haplotype frequencies with application to genetics

scientific article published in December 2006

A semi-supervised approach to projected clustering with applications to microarray data.

scientific article

A semisupervised segmentation model for collections of images

scientific article published on 13 February 2012

A variational method for multiple-image blending

scientific article published on 22 November 2011

A τ-preconditioner for a non-symmetric linear system arising from multi-dimensional Riemann-Liouville fractional diffusion equation

scientific article published in 2022

An All-at-Once Preconditioner for Evolutionary Partial Differential Equations

scientific article published in 2021

An approximation method for solving the steady-state probability distribution of probabilistic Boolean networks

scientific article published on 26 April 2007

Automated variable weighting in k-means type clustering

scientific article published in May 2005

Blind deconvolution using generalized cross-validation approach to regularization parameter estimation

scientific article published on 7 September 2010

Block-diagonal discriminant analysis and its bias-corrected rules.

scientific article published on June 2013

CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs.

scientific article published on 7 December 2004

Color Image Restoration by Saturation-Value Total Variation

scientific article published on 04 June 2019

Color Image Restoration by Saturation-Value Total Variation Regularization on Vector Bundles

scientific article published on 11 February 2021

Combining functional and linkage disequilibrium information in the selection of tag SNPs.

scientific article published on 23 October 2006

Construction and analysis of single nucleotide polymorphism-single nucleotide polymorphism interaction networks

scientific article published in October 2013

Control of Boolean networks: hardness results and algorithms for tree structured networks

scientific article published on 24 September 2006

Coupled variational image decomposition and restoration model for blurred cartoon-plus-texture images with missing pixels.

scientific article

Dictionary learning-based subspace structure identification in spectral clustering

scientific article published in August 2013

Efficient total variation minimization methods for color image restoration.

scientific article published in November 2008

Fast nonconvex nonsmooth minimization methods for image restoration and reconstruction

scientific article published on 10 June 2010

Guest editorial: bioinformatics and computational systems biology

Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations

scientific article published in 2021

Improved residue function and reduced flow dependence in MR perfusion using least-absolute-deviation regularization

scientific article published in February 2009

Mining, modeling, and evaluation of subnetworks from large biomolecular networks and its comparison study

scientific article published in March 2009

Mollaret's meningitis: 65 years of history

scientific article

Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN

scientific article published in 2022

Multi-Label Classification by Semi-Supervised Singular Value Decomposition.

scientific article

MultiFacTV: module detection from higher-order time series biological data

scientific article

MultiVCRank With Applications to Image Retrieval

scientific article published on 29 January 2016

Multiplicative Noise and Blur Removal by Framelet Decomposition and and $l_1$-based L-curve Method.

scientific article published on 22 June 2016

Multiplicative noise removal via a learned dictionary.

scientific article published on 18 June 2012

Non-Lipschitz lp-regularization and box constrained model for image restoration.

scientific article published on 19 September 2012

On predicting epithelial mesenchymal transition by integrating RNA-binding proteins and correlation data via L-regularization method

scientific article published on 21 October 2018

On the impact of dissimilarity measure in k-modes clustering algorithm

scientific article published in March 2007

On the total variation dictionary model

scientific article published on 16 October 2009

Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions

scientific article published on 10 October 2017

Prior knowledge based mining functional modules from Yeast PPI networks with gene ontology

scientific article

Regression for ordinal variables without underlying continuous variables

Regularization of RIF blind image deconvolution

scientific article published on 01 January 2000

SKM-SNP: SNP markers detection method.

scientific article published on 17 November 2009

SNMFCA: supervised NMF-based image classification and annotation

scientific article published on 26 June 2012

SNP and gene networks construction and analysis from classification of copy number variations data

scientific article (publication date: 2011)

SNP selection and classification of genome-wide SNP data using stratified sampling random forests

scientific article

Selection of regularization parameter in total variation image restoration

scientific article published in November 2009

Shrunken methodology to genome-wide SNPs selection and construction of SNPs networks

scientific article

Simulation study in Probabilistic Boolean Network models for genetic regulatory networks

scientific article published in January 2007

Sparse Nonnegative Tensor Factorization and Completion With Noisy Observations

scientific article published in 2022

Sparse canonical correlation analysis: new formulation and algorithm

scientific article published in December 2013

Sparse label-indicator optimization methods for image classification.

scientific article published in March 2014

Strategies for identifying statistically significant dense regions in microarray data

scientific article

Structural Similarity-Based Nonlocal Variational Models for Image Restoration

scientific article published on 20 March 2019

Symmetric orthogonal approximation to symmetric tensors with applications to image reconstruction

scientific article published in 2018

Tensor-based Low-dimensional Representation Learning for Multi-view Clustering

scientific article published on 24 October 2018

Tensorizing GAN With High-Order Pooling for Alzheimer’s Disease Assessment

scientific article published in 2022

The uniqueness of multilinear PageRank vectors

scientific article published on 14 June 2017

Unidimensional nonnegative scaling for genome-wide linkage disequilibrium maps.

scientific article published in January 2008

List of works by Michael Ng

3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model

A <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll" id="d1e328" altimg="si3.gif"><mml:mi>C</mml:mi></mml:math>-eigenvalue problem for tensors with applications to higher-order multivariate Markov chains

A Semisupervised Classification Approach for Multidomain Networks With Domain Selection

A Tensor-Based Markov Chain Model for Heterogeneous Information Network Collective Classification

A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video

A novel peak detection approach with chemical noise removal using short-time FFT for prOTOF MS data

A primal-dual method for the Meyer model of cartoon and texture decomposition

A recursive method for solving haplotype frequencies with application to genetics

A semi-supervised approach to projected clustering with applications to microarray data.

A semisupervised segmentation model for collections of images

A variational method for multiple-image blending

A τ-preconditioner for a non-symmetric linear system arising from multi-dimensional Riemann-Liouville fractional diffusion equation

An All-at-Once Preconditioner for Evolutionary Partial Differential Equations

An approximation method for solving the steady-state probability distribution of probabilistic Boolean networks

Automated variable weighting in k-means type clustering

Blind deconvolution using generalized cross-validation approach to regularization parameter estimation

Block-diagonal discriminant analysis and its bias-corrected rules.

CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs.

Color Image Restoration by Saturation-Value Total Variation

Color Image Restoration by Saturation-Value Total Variation Regularization on Vector Bundles

Combining functional and linkage disequilibrium information in the selection of tag SNPs.

Construction and analysis of single nucleotide polymorphism-single nucleotide polymorphism interaction networks

Control of Boolean networks: hardness results and algorithms for tree structured networks

Coupled variational image decomposition and restoration model for blurred cartoon-plus-texture images with missing pixels.

Dictionary learning-based subspace structure identification in spectral clustering

Efficient total variation minimization methods for color image restoration.

Fast nonconvex nonsmooth minimization methods for image restoration and reconstruction

Guest editorial: bioinformatics and computational systems biology

Hyperspectral Image Denoising Based on Global and Nonlocal Low-Rank Factorizations

Improved residue function and reduced flow dependence in MR perfusion using least-absolute-deviation regularization

Mining, modeling, and evaluation of subnetworks from large biomolecular networks and its comparison study

Mollaret's meningitis: 65 years of history

Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN

Multi-Label Classification by Semi-Supervised Singular Value Decomposition.

MultiFacTV: module detection from higher-order time series biological data

MultiVCRank With Applications to Image Retrieval

Multiplicative Noise and Blur Removal by Framelet Decomposition and and $l_1$-based L-curve Method.

Multiplicative noise removal via a learned dictionary.

Non-Lipschitz lp-regularization and box constrained model for image restoration.

On predicting epithelial mesenchymal transition by integrating RNA-binding proteins and correlation data via L-regularization method

On the impact of dissimilarity measure in k-modes clustering algorithm

On the total variation dictionary model

Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions

Prior knowledge based mining functional modules from Yeast PPI networks with gene ontology

Regression for ordinal variables without underlying continuous variables

Regularization of RIF blind image deconvolution

SKM-SNP: SNP markers detection method.

SNMFCA: supervised NMF-based image classification and annotation

SNP and gene networks construction and analysis from classification of copy number variations data

SNP selection and classification of genome-wide SNP data using stratified sampling random forests

Selection of regularization parameter in total variation image restoration

Shrunken methodology to genome-wide SNPs selection and construction of SNPs networks

Simulation study in Probabilistic Boolean Network models for genetic regulatory networks

Sparse Nonnegative Tensor Factorization and Completion With Noisy Observations

Sparse canonical correlation analysis: new formulation and algorithm

Sparse label-indicator optimization methods for image classification.

Strategies for identifying statistically significant dense regions in microarray data

Structural Similarity-Based Nonlocal Variational Models for Image Restoration

Symmetric orthogonal approximation to symmetric tensors with applications to image reconstruction

Tensor-based Low-dimensional Representation Learning for Multi-view Clustering

Tensorizing GAN With High-Order Pooling for Alzheimer’s Disease Assessment

The uniqueness of multilinear PageRank vectors

Unidimensional nonnegative scaling for genome-wide linkage disequilibrium maps.