Michael Kwok-Po Ng

According to our database1, Michael Kwok-Po Ng authored at least 386 papers between 1993 and 2020.

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Bibliography

2020
Robust Unsupervised Cross-modal Hashing for Multimedia Retrieval.
ACM Trans. Inf. Syst., 2020

New RIP Bounds for Recovery of Sparse Signals With Partial Support Information via Weighted ${\ell_{p}}$ -Minimization.
IEEE Trans. Inf. Theory, 2020

Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation.
ACM Trans. Intell. Syst. Technol., 2020

Structured Dictionary Learning for Image Denoising Under Mixed Gaussian and Impulse Noise.
IEEE Trans. Image Process., 2020

3D Point Cloud Denoising Using Graph Laplacian Regularization of a Low Dimensional Manifold Model.
IEEE Trans. Image Process., 2020

Framelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion.
IEEE Trans. Image Process., 2020

Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering.
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Hyperspectral Mixed Noise Removal By $\ell _1$-Norm-Based Subspace Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Patched-tube unitary transform for robust tensor completion.
Pattern Recognit., 2020

Decompositions of third-order tensors: HOSVD, T-SVD, and Beyond.
Numer. Linear Algebra Appl., 2020

Robust tensor completion using transformed tensor singular value decomposition.
Numer. Linear Algebra Appl., 2020

Geometric Knowledge Embedding for unsupervised domain adaptation.
Knowl. Based Syst., 2020

Fast and High-Order Accuracy Numerical Methods for Time-Dependent Nonlocal Problems in ${\pmb {\mathbb {R}}}^2$.
J. Sci. Comput., 2020

Tensor Factorization with Total Variation and Tikhonov Regularization for Low-Rank Tensor Completion in Imaging Data.
J. Math. Imaging Vis., 2020

Deep plug-and-play prior for low-rank tensor completion.
Neurocomputing, 2020

Tangent Space Based Alternating Projections for Nonnegative Low Rank Matrix Approximation.
CoRR, 2020

Tensorizing GAN with High-Order Pooling for Alzheimer's Disease Assessment.
CoRR, 2020

Nonnegative Low Rank Tensor Approximation and its Application to Multi-dimensional Images.
CoRR, 2020

Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations.
CoRR, 2020

Tensor train rank minimization with nonlocal self-similarity for tensor completion.
CoRR, 2020

New Formulation and Computation for Generalized Singular Values of Grassman Matrix Pair.
CoRR, 2020

Fast Alternating Projections on Manifolds Based on Tangent Spaces.
CoRR, 2020

Fast and High-order Accuracy Numerical Methods for Time-Dependent Nonlocal Problems in R<sup>2</sup>.
CoRR, 2020

An all-at-once preconditioner for evolutionary partial differential equations.
CoRR, 2020

Singular Vectors From Singular Values.
CoRR, 2020

Nonnegative low rank matrix approximation for nonnegative matrices.
Appl. Math. Lett., 2020

MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
A Semisupervised Classification Approach for Multidomain Networks With Domain Selection.
IEEE Trans. Neural Networks Learn. Syst., 2019

Online Heterogeneous Transfer Learning by Knowledge Transition.
ACM Trans. Intell. Syst. Technol., 2019

Structural Similarity-Based Nonlocal Variational Models for Image Restoration.
IEEE Trans. Image Process., 2019

Tensor-Based Low-Dimensional Representation Learning for Multi-View Clustering.
IEEE Trans. Image Process., 2019

Sentiment Lexicon Construction With Hierarchical Supervision Topic Model.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Crank-Nicolson Alternative Direction Implicit Method for Space-Fractional Diffusion Equations with Nonseparable Coefficients.
SIAM J. Numer. Anal., 2019

A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor Completion.
SIAM J. Imaging Sci., 2019

Color Image Restoration by Saturation-Value Total Variation.
SIAM J. Imaging Sci., 2019

A primal-dual method for the Meyer model of cartoon and texture decomposition.
Numer. Linear Algebra Appl., 2019

Robust quaternion matrix completion with applications to image inpainting.
Numer. Linear Algebra Appl., 2019

Sparse matrix computation for air quality forecast data assimilation.
Numer. Algorithms, 2019

Lanczos method for large-scale quaternion singular value decomposition.
Numer. Algorithms, 2019

Circulant preconditioners for a kind of spatial fractional diffusion equations.
Numer. Algorithms, 2019

Low-resolution image categorization via heterogeneous domain adaptation.
Knowl. Based Syst., 2019

A Fast Algorithm for Solving Linear Inverse Problems with Uniform Noise Removal.
J. Sci. Comput., 2019

A Peaceman-Rachford Splitting Method with Monotone Plus Skew-Symmetric Splitting for Nonlinear Saddle Point Problems.
J. Sci. Comput., 2019

Calibration of ϵ-insensitive loss in support vector machines regression.
J. Frankl. Inst., 2019

Orthogonal Nonnegative Tucker Decomposition.
CoRR, 2019

Bilinear Constraint based ADMM for Mixed Poisson-Gaussian Noise Removal.
CoRR, 2019

Robust Tensor Completion Using Transformed Tensor SVD.
CoRR, 2019

Tucker Decomposition Network: Expressive Power and Comparison.
CoRR, 2019

A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition.
CoRR, 2019

A fast solver for multidimensional time-space fractional diffusion equation with variable coefficients.
Comput. Math. Appl., 2019

A C-eigenvalue problem for tensors with applications to higher-order multivariate Markov chains.
Comput. Math. Appl., 2019

Image colorization by fusion of color transfers based on DFT and variance features.
Comput. Math. Appl., 2019

Molecular subtyping of cancer: current status and moving toward clinical applications.
Briefings Bioinform., 2019

On predicting epithelial mesenchymal transition by integrating RNA-binding proteins and correlation data via <i>L</i><sub>1/2</sub>-regularization method.
Artif. Intell. Medicine, 2019

Image colorization by using graph bi-Laplacian.
Adv. Comput. Math., 2019

Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model.
IEEE Access, 2019

Constrained Low-Tubal-Rank Tensor Recovery for Hyperspectral Images Mixed Noise Removal by Bilateral Random Projections.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

A Weighted Tensor Factorization Method for Low-Rank Tensor Completion.
Proceedings of the Fifth IEEE International Conference on Multimedia Big Data, 2019

Oversampling for Imbalanced Data via Optimal Transport.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions.
IEEE Trans. Neural Networks Learn. Syst., 2018

Orthogonal Nonnegative Matrix Factorization by Sparsity and Nuclear Norm Optimization.
SIAM J. Matrix Anal. Appl., 2018

Weighted variational model for selective image segmentation with application to medical images.
Pattern Recognit., 2018

Graph Spectral Image Processing.
Proceedings of the IEEE, 2018

Symmetric orthogonal approximation to symmetric tensors with applications to image reconstruction.
Numer. Linear Algebra Appl., 2018

Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality.
Neural Comput., 2018

A Fast Algorithm for Deconvolution and Poisson Noise Removal.
J. Sci. Comput., 2018

A Semi-smooth Newton Method for Inverse Problem with Uniform Noise.
J. Sci. Comput., 2018

Stability and Convergence Analysis of Finite Difference Schemes for Time-Dependent Space-Fractional Diffusion Equations with Variable Diffusion Coefficients.
J. Sci. Comput., 2018

Multiple graphs clustering by gradient flow method.
J. Frankl. Inst., 2018

Discriminative tracking via supervised tensor learning.
Neurocomputing, 2018

Block principal component analysis for tensor objects with frequency or time information.
Neurocomputing, 2018

Multi-instance transfer metric learning by weighted distribution and consistent maximum likelihood estimation.
Neurocomputing, 2018

Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017
MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation.
IEEE Trans. Neural Networks Learn. Syst., 2017

Multi-Label Classification by Semi-Supervised Singular Value Decomposition.
IEEE Trans. Image Process., 2017

An Adaptive Weighted Tensor Completion Method for the Recovery of Remote Sensing Images With Missing Data.
IEEE Trans. Geosci. Remote. Sens., 2017

A Splitting Preconditioner for Toeplitz-Like Linear Systems Arising from Fractional Diffusion Equations.
SIAM J. Matrix Anal. Appl., 2017

Nonconvex-TV Based Image Restoration with Impulse Noise Removal.
SIAM J. Imaging Sci., 2017

Lattice-Based Patterned Fabric Inspection by Using Total Variation with Sparsity and Low-Rank Representations.
SIAM J. Imaging Sci., 2017

k-means clustering with outlier removal.
Pattern Recognit. Lett., 2017

A variational approach for restoring images corrupted by noisy blur kernels and additive noise.
Numer. Linear Algebra Appl., 2017

The uniqueness of multilinear PageRank vectors.
Numer. Linear Algebra Appl., 2017

Block spectral clustering methods for multiple graphs.
Numer. Linear Algebra Appl., 2017

Block spectral clustering for multiple graphs with inter-relation.
Netw. Model. Anal. Health Informatics Bioinform., 2017

Fast preconditioned iterative methods for finite volume discretization of steady-state space-fractional diffusion equations.
Numer. Algorithms, 2017

Block linear discriminant analysis for visual tensor objects with frequency or time information.
J. Vis. Commun. Image Represent., 2017

A multigrid method for linear systems arising from time-dependent two-dimensional space-fractional diffusion equations.
J. Comput. Phys., 2017

Parallel Active Subspace Decomposition for Scalable and Efficient Tensor Robust Principal Component Analysis.
CoRR, 2017

Exact Tensor Completion from Sparsely Corrupted Observations via Convex Optimization.
CoRR, 2017

A divide-and-conquer fast finite difference method for space-time fractional partial differential equation.
Comput. Math. Appl., 2017

Drug-target interaction prediction by integrating multiview network data.
Comput. Biol. Chem., 2017

Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Tensor Based Relations Ranking for Multi-relational Collective Classification.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016
Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning.
IEEE Trans. Neural Networks Learn. Syst., 2016

ML-FOREST: A Multi-Label Tree Ensemble Method for Multi-Label Classification.
IEEE Trans. Knowl. Data Eng., 2016

Multiplicative Noise and Blur Removal by Framelet Decomposition and l<sub>1</sub>-Based L-Curve Method.
IEEE Trans. Image Process., 2016

MultiVCRank With Applications to Image Retrieval.
IEEE Trans. Image Process., 2016

Convex regularized inverse filtering methods for blind image deconvolution.
Signal Image Video Process., 2016

Incremental Regularized Least Squares for Dimensionality Reduction of Large-Scale Data.
SIAM J. Sci. Comput., 2016

Fast Iterative Solvers for Linear Systems Arising from Time-Dependent Space-Fractional Diffusion Equations.
SIAM J. Sci. Comput., 2016

Phase Retrieval from Incomplete Magnitude Information via Total Variation Regularization.
SIAM J. Sci. Comput., 2016

A cartoon-plus-texture image decomposition model for blind deconvolution.
Multidimens. Syst. Signal Process., 2016

A spatially variant total variational model for chromatic aberration correction.
J. Vis. Commun. Image Represent., 2016

An image pixel based variational model for histogram equalization.
J. Vis. Commun. Image Represent., 2016

A discriminative and sparse topic model for image classification and annotation.
Image Vis. Comput., 2016

A fast Markov chain based algorithm for MIML learning.
Neurocomputing, 2016

Gene-microRNA network module analysis for ovarian cancer.
BMC Syst. Biol., 2016

2015
Incremental Linear Discriminant Analysis: A Fast Algorithm and Comparisons.
IEEE Trans. Neural Networks Learn. Syst., 2015

Robust and Non-Negative Collective Matrix Factorization for Text-to-Image Transfer Learning.
IEEE Trans. Image Process., 2015

On the Convergence of Nonconvex Minimization Methods for Image Recovery.
IEEE Trans. Image Process., 2015

Alternating Direction Method of Multipliers for Nonlinear Image Restoration Problems.
IEEE Trans. Image Process., 2015

Functional Module Analysis for Gene Coexpression Networks with Network Integration.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Subspace clustering with automatic feature grouping.
Pattern Recognit., 2015

Subspace clustering using affinity propagation.
Pattern Recognit., 2015

Some bounds for the spectral radius of nonnegative tensors.
Numerische Mathematik, 2015

Dedication to Robert J. Plemmons.
Numer. Linear Algebra Appl., 2015

Median filtering-based methods for static background extraction from surveillance video.
Numer. Linear Algebra Appl., 2015

Total variation based tensor decomposition for multi-dimensional data with time dimension.
Numer. Linear Algebra Appl., 2015

Multiple networks modules identification by a multi-dimensional Markov chain method.
Netw. Model. Anal. Health Informatics Bioinform., 2015

A contrast maximization method for color-to-grayscale conversion.
Multidimens. Syst. Signal Process., 2015

Tone mapping for high-dynamic-range images using localized gamma correction.
J. Electronic Imaging, 2015

A fast direct method for block triangular Toeplitz-like with tri-diagonal block systems from time-fractional partial differential equations.
J. Comput. Phys., 2015

Semi-supervised low-rank mapping learning for multi-label classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Reducing Artifacts in JPEG Decompression Via a Learned Dictionary.
IEEE Trans. Signal Process., 2014

MultiComm: Finding Community Structurein Multi-Dimensional Networks.
IEEE Trans. Knowl. Data Eng., 2014

Sparse Label-Indicator Optimization Methods for Image Classification.
IEEE Trans. Image Process., 2014

Patterned Fabric Inspection and Visualization by the Method of Image Decomposition.
IEEE Trans Autom. Sci. Eng., 2014

Preconditioning Techniques for Diagonal-times-Toeplitz Matrices in Fractional Diffusion Equations.
SIAM J. Sci. Comput., 2014

Weighted Toeplitz Regularized Least Squares Computation for Image Restoration.
SIAM J. Sci. Comput., 2014

Birkhoff-von Neumann Theorem for Multistochastic Tensors.
SIAM J. Matrix Anal. Appl., 2014

A New Convex Optimization Model for Multiplicative Noise and Blur Removal.
SIAM J. Imaging Sci., 2014

A Variational Approach for Image Decolorization by Variance Maximization.
SIAM J. Imaging Sci., 2014

ForesTexter: An efficient random forest algorithm for imbalanced text categorization.
Knowl. Based Syst., 2014

Multi-label collective classification via Markov chain based learning method.
Knowl. Based Syst., 2014

On condition numbers of the spectral projections associated with periodic eigenproblems.
J. Comput. Appl. Math., 2014

Cotransfer Learning Using Coupled Markov Chains with Restart.
IEEE Intell. Syst., 2014

Collective prediction of protein functions from protein-protein interaction networks.
BMC Bioinform., 2014

Feature weight estimation for gene selection: a local hyperlinear learning approach.
BMC Bioinform., 2014

The Perturbation Bound for the Spectral Radius of a Nonnegative Tensor.
Adv. Numer. Anal., 2014

Mixed-Transfer: Transfer Learning over Mixed Graphs.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013
Dictionary Learning-Based Subspace Structure Identification in Spectral Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2013

Transductive Multilabel Learning via Label Set Propagation.
IEEE Trans. Knowl. Data Eng., 2013

Coupled Variational Image Decomposition and Restoration Model for Blurred Cartoon-Plus-Texture Images With Missing Pixels.
IEEE Trans. Image Process., 2013

Deblurring and Sparse Unmixing for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2013

Total Variation Structured Total Least Squares Method for Image Restoration.
SIAM J. Sci. Comput., 2013

On 퓁<sub>1</sub> Data Fitting and Concave Regularization for Image Recovery.
SIAM J. Sci. Comput., 2013

A Variational Histogram Equalization Method for Image Contrast Enhancement.
SIAM J. Imaging Sci., 2013

A Variational Approach for Image Stitching I.
SIAM J. Imaging Sci., 2013

A Variational Approach for Image Stitching II: Using Image Gradients.
SIAM J. Imaging Sci., 2013

Stratified sampling for feature subspace selection in random forests for high dimensional data.
Pattern Recognit., 2013

Sparse Canonical Correlation Analysis: New Formulation and Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

The spectral theory of tensors and its applications.
Numer. Linear Algebra Appl., 2013

The perturbation bound for the Perron vector of a transition probability tensor.
Numer. Linear Algebra Appl., 2013

Markov-Miml: A Markov chain-based multi-instance multi-label learning algorithm.
Knowl. Inf. Syst., 2013

Superlinear Convergence of a General Algorithm for the Generalized Foley-Sammon Discriminant Analysis.
J. Optim. Theory Appl., 2013

A fast minimization method for blur and multiplicative noise removal.
Int. J. Comput. Math., 2013

Sparse-MIML: A Sparsity-Based Multi-Instance Multi-Learning Algorithm.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

A Variational Method for Expanding the Bit-Depth of Low Contrast Image.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

2012
A Variational Method for Multiple-Image Blending.
IEEE Trans. Image Process., 2012

A Semisupervised Segmentation Model for Collections of Images.
IEEE Trans. Image Process., 2012

SNMFCA: Supervised NMF-Based Image Classification and Annotation.
IEEE Trans. Image Process., 2012

Multiplicative Noise Removal via a Learned Dictionary.
IEEE Trans. Image Process., 2012

Non-Lipschitz l<sub>p</sub>-Regularization and Box Constrained Model for Image Restoration.
IEEE Trans. Image Process., 2012

Guest Editorial: Bioinformatics and Computational Systems Biology.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Sparse Orthogonal Linear Discriminant Analysis.
SIAM J. Sci. Comput., 2012

Perturbation Analysis for Antitriangular Schur Decomposition.
SIAM J. Matrix Anal. Appl., 2012

On adaptively accelerated Arnoldi method for computing PageRank.
Numer. Linear Algebra Appl., 2012

Structured matrices and tensors.
Numer. Linear Algebra Appl., 2012

Coupled segmentation and denoising/deblurring models for hyperspectral material identification.
Numer. Linear Algebra Appl., 2012

Erratum.
Numer. Linear Algebra Appl., 2012

On computation of the steady-state probability distribution of probabilistic Boolean networks with gene perturbation.
J. Comput. Appl. Math., 2012

HAR: Hub, Authority and Relevance Scores in Multi-Relational Data for Query Search.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Feature Weighting by RELIEF Based on Local Hyperplane Approximation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Construction and analysis of genome-wide SNP networks.
Proceedings of the 6th IEEE International Conference on Systems Biology, 2012

Optimal Combination of Feature Weight Learning and Classification Based on Local Approximation.
Proceedings of the Data and Knowledge Engineering - Third International Conference, 2012

MultiFacTV: Finding modules from higher-order gene expression profiles with time dimension.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011
Blind Deconvolution Using Generalized Cross-Validation Approach to Regularization Parameter Estimation.
IEEE Trans. Image Process., 2011

Inexact Alternating Direction Methods for Image Recovery.
SIAM J. Sci. Comput., 2011

A Total Variation Model for Retinex.
SIAM J. Imaging Sci., 2011

Restoration of images corrupted by mixed Gaussian-impulse noise via l<sub>1</sub>-l<sub>0</sub> minimization.
Pattern Recognit., 2011

On sparse linear discriminant analysis algorithm for high-dimensional data classification.
Numer. Linear Algebra Appl., 2011

Fast minimization methods for solving constrained total-variation superresolution image reconstruction.
Multidimens. Syst. Signal Process., 2011

A Relaxed Dimensional Factorization preconditioner for the incompressible Navier-Stokes equations.
J. Comput. Phys., 2011

Compression and denoising using <i>l</i><sub>0</sub>-norm.
Comput. Optim. Appl., 2011

SNP and gene networks construction and analysis from classification of copy number variations data.
BMC Bioinform., 2011

Approximate inverse-free preconditioners for Toeplitz matrices.
Appl. Math. Comput., 2011

On gene Selection and Classification for Cancer microarray Data Using Multi-Step Clustering and Sparse Representation.
Adv. Data Sci. Adapt. Anal., 2011

On selection of spatial-varying regularization parameters in total variation image restoration.
Proceedings of the 7th International Workshop on Multidimensional (nD) Systems, 2011

MultiRank: co-ranking for objects and relations in multi-relational data.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Stratified Random Forest for Genome-wide Association Study.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010
Construction of gene networks with hybrid approach from expression profile and gene ontology.
IEEE Trans. Inf. Technol. Biomed., 2010

On the Total Variation Dictionary Model.
IEEE Trans. Image Process., 2010

Fast Nonconvex Nonsmooth Minimization Methods for Image Restoration and Reconstruction.
IEEE Trans. Image Process., 2010

Accurate Vascular Delay Estimation from Low-Temporal Resolution Image Data Set [Life Sciences].
IEEE Signal Process. Mag., 2010

Solving Constrained Total-variation Image Restoration and Reconstruction Problems via Alternating Direction Methods.
SIAM J. Sci. Comput., 2010

Approximate Inverse Circulant-plus-Diagonal Preconditioners for Toeplitz-plus-Diagonal Matrices.
SIAM J. Sci. Comput., 2010

Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis.
SIAM J. Matrix Anal. Appl., 2010

Decay in Functions of Multiband Matrices.
SIAM J. Matrix Anal. Appl., 2010

A Multiphase Image Segmentation Method Based on Fuzzy Region Competition.
SIAM J. Imaging Sci., 2010

Multiplicative Noise Removal with Spatially Varying Regularization Parameters.
SIAM J. Imaging Sci., 2010

Variational Fuzzy Mumford--Shah Model for Image Segmentation.
SIAM J. Appl. Math., 2010

On cluster tree for nested and multi-density data clustering.
Pattern Recognit., 2010

Inverse product Toeplitz preconditioners for non-Hermitian Toeplitz systems.
Numer. Algorithms, 2010

Knowledge-based vector space model for text clustering.
Knowl. Inf. Syst., 2010

SKM-SNP: SNP markers detection method.
J. Biomed. Informatics, 2010

Numerical methods for interactive multiple-class image segmentation problems.
Int. J. Imaging Syst. Technol., 2010

Shrunken methodology to genome-wide SNPs selection and construction of SNPs networks.
BMC Syst. Biol., 2010

Prior knowledge based mining functional modules from Yeast PPI networks with gene ontology.
BMC Bioinform., 2010

Product-type block preconditioners for electromagnetic cavity problems.
Appl. Math. Comput., 2010

Hyperspectral image segmentation, deblurring, and spectral analysis for material identification.
Proceedings of the Visual Information Processing XIX, 2010

Exploiting Word Cluster Information for Unsupervised Feature Selection.
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Fast total variation image restoration with parameter estimation using bayesian inference.
Proceedings of the IEEE International Conference on Acoustics, 2010

Classification of genome-wide copy number variations and their associated SNP and gene networks analysis.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010

SNP specific extraction and analysis using shrunken dissimilarity measure.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

Multi-Instance Dimensionality Reduction.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Medical Document Clustering Using Ontology-Based Term Similarity Measures.
Proceedings of the Strategic Advancements in Utilizing Data Mining and Warehousing Technologies: New Concepts and Developments, 2010

2009
Soft Subspace Clustering for High-Dimensional Data.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Mining, Modeling, and Evaluation of Subnetworks From Large Biomolecular Networks and Its Comparison Study.
IEEE Trans. Inf. Technol. Biomed., 2009

Fast Image Restoration Methods for Impulse and Gaussian Noises Removal.
IEEE Signal Process. Lett., 2009

A Fast l1-TV Algorithm for Image Restoration.
SIAM J. Sci. Comput., 2009

On Preconditioned Iterative Methods for Certain Time-Dependent Partial Differential Equations.
SIAM J. Numer. Anal., 2009

Finding the Largest Eigenvalue of a Nonnegative Tensor.
SIAM J. Matrix Anal. Appl., 2009

Constraint Preconditioners for Symmetric Indefinite Matrices.
SIAM J. Matrix Anal. Appl., 2009

A New Total Variation Method for Multiplicative Noise Removal.
SIAM J. Imaging Sci., 2009

A new fuzzy k-modes clustering algorithm for categorical data.
Int. J. Granul. Comput. Rough Sets Intell. Syst., 2009

SMART: a subspace clustering algorithm that automatically identifies the appropriate number of clusters.
Int. J. Data Min. Model. Manag., 2009

A semi-supervised approach to projected clustering with applications to microarray data.
Int. J. Data Min. Bioinform., 2009

A high-order Markov-switching model for risk measurement.
Comput. Math. Appl., 2009

Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images.
Comput. J., 2009

L0-Norm and Total Variation for Wavelet Inpainting.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

Budget Semi-supervised Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

2008
Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters.
IEEE Trans. Knowl. Data Eng., 2008

Efficient Total Variation Minimization Methods for Color Image Restoration.
IEEE Trans. Image Process., 2008

Iterative Algorithms Based on Decoupling of Deblurring and Denoising for Image Restoration.
SIAM J. Sci. Comput., 2008

Efficient Reconstruction of Piecewise Constant Images Using Nonsmooth Nonconvex Minimization.
SIAM J. Imaging Sci., 2008

A Fast Total Variation Minimization Method for Image Restoration.
Multiscale Model. Simul., 2008

Medical Document Clustering Using Ontology-Based Term Similarity Measures.
Int. J. Data Warehous. Min., 2008

Unidimensional nonnegative scaling for genome-wide Linkage Disequilibrium maps.
Int. J. Bioinform. Res. Appl., 2008

2007
Developing a Knowledge-based Intelligent Services System in Sports Websites.
Proceedings of the E-Service Intelligence: Methodologies, Technologies and Applications, 2007

An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data.
IEEE Trans. Knowl. Data Eng., 2007

Strategies for Identifying Statistically Significant Dense Regions in Microarray Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007

On Preconditioned Iterative Methods for Burgers Equations.
SIAM J. Sci. Comput., 2007

Block Diagonal and Schur Complement Preconditioners for Block-Toeplitz Systems with Small Size Blocks.
SIAM J. Matrix Anal. Appl., 2007

A semi-supervised regression model for mixed numerical and categorical variables.
Pattern Recognit., 2007

On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

On successive-overrelaxation acceleration of the Hermitian and skew-Hermitian splitting iterations.
Numer. Linear Algebra Appl., 2007

An efficient algorithm for superresolution in medium field imaging.
Multidimens. Syst. Signal Process., 2007

Superresolution imaging: Theory, Algorithms and Applications.
Multidimens. Syst. Signal Process., 2007

Super-resolution reconstruction in a computational compound-eye imaging system.
Multidimens. Syst. Signal Process., 2007

On Semismooth Newton's Methods for Total Variation Minimization.
J. Math. Imaging Vis., 2007

Simulation study in Probabilistic Boolean Network models for genetic regulatory networks.
Int. J. Data Min. Bioinform., 2007

On mining micro-array data by Order-Preserving Submatrix.
Int. J. Bioinform. Res. Appl., 2007

Algorithms for Finding Small Attractors in Boolean Networks.
EURASIP J. Bioinform. Syst. Biol., 2007

A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video.
EURASIP J. Adv. Signal Process., 2007

Constrained unidimensional scaling with application to genomics.
Comput. Stat. Data Anal., 2007

Combining functional and linkage disequilibrium information in the selection of tag SNPs.
Bioinform., 2007

An approximation method for solving the steady-state probability distribution of probabilistic Boolean networks.
Bioinform., 2007

Tikhonov regularization for weighted total least squares problems.
Appl. Math. Lett., 2007

Maximum inverse positive matrices.
Appl. Math. Lett., 2007

Mining and Dynamic Simulation of Sub-Networks from Large Biomolecular Networks.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

CIDER: Corrected Inverse-Denoising Filter for Image Restoration.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

A Comparative Study of Ontology Based Term Similarity Measures on PubMed Document Clustering.
Proceedings of the Advances in Databases: Concepts, 2007

Hermitian and Skew-Hermitian splitting methods for non-Hermitian positive definite linear systems.
Proceedings of the Milestones in Matrix Computation, 2007

2006
A Control Model for Markovian Genetic Regulatory Networks.
, 2006

Gene expression time series modeling with principal component and neural network.
Soft Comput., 2006

Efficient Minimization Methods of Mixed l2-l1 and l1-l1 Norms for Image Restoration.
SIAM J. Sci. Comput., 2006

Structured Total Least Squares for Color Image Restoration.
SIAM J. Sci. Comput., 2006

Preconditioned Iterative Methods for Weighted Toeplitz Least Squares Problems.
SIAM J. Matrix Anal. Appl., 2006

A Recursive Method for Solving Haplotype Frequencies with Application to Genetics.
J. Bioinform. Comput. Biol., 2006

Regression for ordinal variables without underlying continuous variables.
Inf. Sci., 2006

Super-Resolution Imaging: Analysis, Algorithms, and Applications.
EURASIP J. Adv. Signal Process., 2006

A Fast Algorithm for Image Super-Resolution from Blurred Observations.
EURASIP J. Adv. Signal Process., 2006

On Drazin inverse of singular Toeplitz matrix.
Appl. Math. Comput., 2006

New preconditioners for saddle point problems.
Appl. Math. Comput., 2006

Effects of a parameter on a nonsymmetric algebraic Riccati equation.
Appl. Math. Comput., 2006

Preface.
Appl. Math. Comput., 2006

Fast solvers for queueing systems with negative customers.
Proceedings of the 1st International Conference on Performance Evaluation Methodolgies and Tools, 2006

Extending the Depth of Field in a Compound-Eye Imaging System with Super-Resolution Reconstruction.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Input Validation for Semi-supervised Clustering.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Clustering of SNP Data with Application to Genomics.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Investigation of Computational Compound-Eye Imaging System With Super-Resolution Reconstruction.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Recursive Method for Solving Haplotype Frequencies in Multiple Loci Linkage Analysis.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006

On the Complexity of Finding Control Strategies for Boolean Networks.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006

2005
Analysis of Half-Quadratic Minimization Methods for Signal and Image Recovery.
SIAM J. Sci. Comput., 2005

Factorized Banded Inverse Preconditioners for Matrices with Toeplitz Structure.
SIAM J. Sci. Comput., 2005

On Inexact Preconditioners for Nonsymmetric Matrices.
SIAM J. Sci. Comput., 2005

Wavelet based methods on patterned fabric defect detection.
Pattern Recognit., 2005

Automated Variable Weighting in k-Means Type Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Displacement structure of group inverses.
Numer. Linear Algebra Appl., 2005

Two-step waveform relaxation methods for implicit linear initial value problems.
Numer. Linear Algebra Appl., 2005

Numerical behaviour of multigrid methods for symmetric Sinc-Galerkin systems.
Numer. Linear Algebra Appl., 2005

Splitting iterations for circulant-plus-diagonal systems.
Numer. Linear Algebra Appl., 2005

A direct method for solving block-Toeplitz with near-circulant-block systems with applications to hybrid manufacturing systems.
Numer. Linear Algebra Appl., 2005

Super-resolution image reconstruction using multisensors.
Numer. Linear Algebra Appl., 2005

Structured matrices with applications.
Numer. Linear Algebra Appl., 2005

The eigenvalues of preconditioned matrices for linear multistep formulas in boundary value form.
Numer. Linear Algebra Appl., 2005

Super-Resolution Image Restoration from Blurred Low-Resolution Images.
J. Math. Imaging Vis., 2005

On construction of stochastic genetic networks based on gene expression sequences.
Int. J. Neural Syst., 2005

An evaluation of algorithms for the deconvolution of Doppler broadening positron annihilation radiation spectroscopy spectra.
Comput. Phys. Commun., 2005

CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs.
Bioinform., 2005

Image restoration by cosine transform-based iterative regularization.
Appl. Math. Comput., 2005

Iterative methods for Robbins problems.
Appl. Math. Comput., 2005

On the Performance of Feature Weighting <i>K</i>-Means for Text Subspace Clustering.
Proceedings of the Advances in Web-Age Information Management, 2005

Subspace Clustering of Text Documents with Feature Weighting <i>K</i>-Means Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Super-resolution image restoration from blurred observations.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering.
Proceedings of the 21st International Conference on Data Engineering, 2005

Fast Algorithms for l1 Norm/Mixed l1 and l2 Norms for Image Restoration.
Proceedings of the Computational Science and Its Applications, 2005

A linear control model for gene intervention in a genetic regulatory network.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

2004
HARP: A Practical Projected Clustering Algorithm.
IEEE Trans. Knowl. Data Eng., 2004

Fast inversion of triangular Toeplitz matrices.
Theor. Comput. Sci., 2004

An optimization algorithm for clustering using weighted dissimilarity measures.
Pattern Recognit., 2004

On sufficient and necessary conditions for the Jacobi matrix inverse eigenvalue problem.
Numerische Mathematik, 2004

Computing Moore-Penrose inverses of Toeplitz matrices by Newton's iteration.
Math. Comput. Model., 2004

Identifying projected clusters from gene expression profiles.
J. Biomed. Informatics, 2004

High-resolution image reconstruction from rotated and translated low-resolution images with multisensors.
Int. J. Imaging Syst. Technol., 2004

The use of super-resolution techniques to reduce slice thickness in functional MRI.
Int. J. Imaging Syst. Technol., 2004

Wavelet algorithms for deblurring models.
Int. J. Imaging Syst. Technol., 2004

Guest editorial.
Int. J. Imaging Syst. Technol., 2004

A data warehousing and data mining framework for web usage management.
Commun. Inf. Syst., 2004

A note on the stability of Toeplitz matrix inversion formulas.
Appl. Math. Lett., 2004

Weighted Tikhonov filter matrices for ill-posed problems.
Appl. Math. Comput., 2004

Exact algorithms for singular tridiagonal systems with applications to Markov chains.
Appl. Math. Comput., 2004

An Efficient Algorithm for Dense Regions Discovery from Large-Scale Data Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

A Feature Weighting Approach to Building Classification Models by Interactive Clustering.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

Unsupervised Dense Regions Discovery in DNA Microarray Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

A Clustering Model for Mining Evolving Web User Patterns in Data Stream Environment.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Building Genetic Networks for Gene Expression Patterns.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

On Improving Website Connectivity by Using Web-Log Data Streams.
Proceedings of the Database Systems for Advances Applications, 2004

Discretization of Multidimensional Web Data for Informative Dense Regions Discovery.
Proceedings of the Computational and Information Science, First International Symposium, 2004

Restoration of images with optical aberrations and quantization in a transform domain.
Proceedings of the Computational Imaging II, San Jose, 2004

An Efficient Multidimensional Data Model for Web Usage Mining.
Proceedings of the Advanced Web Technologies and Applications, 2004

2003
Recursive-Based PCG Methods for Toeplitz Systems with Nonnegative Generating Functions.
SIAM J. Sci. Comput., 2003

Kronecker Product Approximations forImage Restoration with Reflexive Boundary Conditions.
SIAM J. Matrix Anal. Appl., 2003

Hermitian and Skew-Hermitian Splitting Methods for Non-Hermitian Positive Definite Linear Systems.
SIAM J. Matrix Anal. Appl., 2003

Preconditioners for nonsymmetric block toeplitz-like-plus-diagonal linear systems.
Numerische Mathematik, 2003

A Data Cube Model for Prediction-Based Web Prefetching.
J. Intell. Inf. Syst., 2003

Superresolution image reconstruction from blurred observations by multisensors.
Int. J. Imaging Syst. Technol., 2003

A Note on K-modes Clustering.
J. Classif., 2003

A Graph-Based Optimization Algorithm for Website Topology Using Interesting Association Rules.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

A Superresolution Framework for fMRI Sequences and Its Impact on Resulting Activation Maps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

A highly-usable projected clustering algorithm for gene expression profiles.
Proceedings of the 3nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2003), 2003

Higher-Order Hidden Markov Models with Applications to DNA Sequences.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

A Direct Method for Block-Toeplitz Systems with Applications to Re-manufacturing Systems.
Proceedings of the Computational Science and Its Applications, 2003

Statistical models for time sequences data mining.
Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003

Defect Detection on Patterned Jacquard Fabric.
Proceedings of the 32nd Applied Image Pattern Recognition Workshop (AIPR 2003), 2003

2002
Fast Iterative Methods for Sinc Systems.
SIAM J. Matrix Anal. Appl., 2002

Clustering categorical data sets using tabu search techniques.
Pattern Recognit., 2002

The best circulant preconditioners for Hermitian Toeplitz systems II: The multiple-zero case.
Numerische Mathematik, 2002

Constrained total least-squares computations for high-resolution image reconstruction with multisensors.
Int. J. Imaging Syst. Technol., 2002

Fast color image restoration with multisensors.
Int. J. Imaging Syst. Technol., 2002

M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Parallel Image Processing Algorithms For Coincidence Doppler Broadening Spectra.
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002

Comparison of the main forms of half-quadratic regularization.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Comments on "Least squares restoration of multichannel images".
IEEE Trans. Signal Process., 2001

A Fast MAP Algorithm for High-Resolution Image Reconstruction with Multisensors.
Multidimens. Syst. Signal Process., 2001

High-Resolution Color Image Reconstruction with Neumann Boundary Conditions.
Ann. Oper. Res., 2001

Patterns Discovery Based on Time-Series Decomposition.
Proceedings of the Knowledge Discovery and Data Mining, 2001

A Cube Model and Cluster Analysis for Web Access Sessions.
Proceedings of the WEBKDD 2001, 2001

Fast image reconstruction algorithms combining half-quadratic regularization and preconditioning.
Proceedings of the 2001 International Conference on Image Processing, 2001

An Empirical Study on the Visual Cluster Validation Method with Fastmap.
Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001

2000
Regularization of RIF blind image deconvolution.
IEEE Trans. Image Process., 2000

Preconditioned Lanczos Methods for the Minimum Eigenvalue of a Symmetric Positive Definite Toeplitz Matrix.
SIAM J. Sci. Comput., 2000

The Best Circulant Preconditioners for Hermitian Toeplitz Systems.
SIAM J. Numer. Anal., 2000

A note on constrained k-means algorithms.
Pattern Recognit., 2000

K-Means-Type Algorithms on Distributed Memory Computer.
Int. J. High Speed Comput., 2000

A Fast Algorithm for High-Resolution Color Image Reconstruction with Multisensors.
Proceedings of the Numerical Analysis and Its Applications, 2000

Skew-Circulant Preconditioners for Systems of LMF-Based ODE Codes.
Proceedings of the Numerical Analysis and Its Applications, 2000

A Tabu Search Based Algorithm for Clustering Categorical Data Sets.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

An Interactive Approach to Building Classification Models by Clustering and Cluster Validation.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

An efficient parallel algorithm for high resolution color image reconstruction.
Proceedings of the Seventh International Conference on Parallel and Distributed Systems Workshops, 2000

1999
A fuzzy k-modes algorithm for clustering categorical data.
IEEE Trans. Fuzzy Syst., 1999

A Fast Algorithm for Deblurring Models with Neumann Boundary Conditions.
SIAM J. Sci. Comput., 1999

Galerkin Projection Methods for Solving Multiple Linear Systems.
SIAM J. Sci. Comput., 1999

A note on policy algorithms for discounted Markov decision problems.
Oper. Res. Lett., 1999

Data-mining massive time series astronomical data: challenges, problems and solutions.
Inf. Softw. Technol., 1999

Map Regularized Image Reconstruction with Multisensors.
Proceedings of the 1999 International Conference on Image Processing, 1999

Iterative Methods for Phase Diversity-Based Blind Deconvolution in Atmospheric Optics.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Data-Mining Massive Time Series Astronomical Data Sets - A Case Study.
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

1996
Fast Recursive Least Squares Adaptive Filtering by Fast Fourier Transform-Based Conjugate Gradient Iterations.
SIAM J. Sci. Comput., 1996

Conjugate Gradient Methods for Toeplitz Systems.
SIAM Review, 1996

Generalization of Strang's Preconditioner with Applications to Toeplitz Least Squares Problems.
Numer. Linear Algebra Appl., 1996

1995
Nonlinear image restoration using FFT-based conjugate gradient methods.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

1994
Fastiterative methods for least squares estimations.
Numer. Algorithms, 1994

1993
Fast Iterative Solvers for Toeplitz-Plus-Band Systems.
SIAM J. Sci. Comput., 1993


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