Publications by authors named "Michael K Ng"

65Publications

Structured Dictionary Learning for Image Denoising under Mixed Gaussian and Impulse Noise.

IEEE Trans Image Process 2020 May 12. Epub 2020 May 12.

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http://dx.doi.org/10.1109/TIP.2020.2992895DOI Listing
May 2020

Comparison of three undersampling approaches in computed tomography reconstruction.

Quant Imaging Med Surg 2019 Jul;9(7):1229-1241

Innovative Technology of Radiotherapy Computations and Hardware (iTORCH) Laboratory, Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA.

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http://dx.doi.org/10.21037/qims.2019.07.07DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6685809PMC
July 2019

A rare case of linitis plastica of the colon from ovarian carcinoma.

J Surg Case Rep 2019 Mar 29;2019(3):rjz089. Epub 2019 Mar 29.

Department of Surgery, Ballarat Base Hospital, Ballarat, Victoria, Australia.

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http://dx.doi.org/10.1093/jscr/rjz089DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6439517PMC
March 2019

Structural Similarity-Based Nonlocal Variational Models for Image Restoration.

IEEE Trans Image Process 2019 Sep 20;28(9):4260-4272. Epub 2019 Mar 20.

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http://dx.doi.org/10.1109/TIP.2019.2906491DOI Listing
September 2019

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

IEEE Trans Image Process 2018 Oct 24. Epub 2018 Oct 24.

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http://dx.doi.org/10.1109/TIP.2018.2877937DOI Listing
October 2018

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

Artif Intell Med 2019 04 21;95:96-103. Epub 2018 Oct 21.

Department of Mathematics, Hong Kong Baptist University, Hong Kong. Electronic address:

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http://dx.doi.org/10.1016/j.artmed.2018.09.005DOI Listing
April 2019

Multi-Instance Dimensionality Reduction via Sparsity and Orthogonality.

Neural Comput 2018 Dec 12;30(12):3281-3308. Epub 2018 Oct 12.

Department of Mathematics, Hong Kong Baptist University, Hong Kong, China

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http://dx.doi.org/10.1162/neco_a_01140DOI Listing
December 2018

Multi-Domain Networks Association for Biological Data Using Block Signed Graph Clustering.

IEEE/ACM Trans Comput Biol Bioinform 2020 Mar-Apr;17(2):435-448. Epub 2018 Jun 25.

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http://dx.doi.org/10.1109/TCBB.2018.2848904DOI Listing
June 2018

A Semisupervised Classification Approach for Multidomain Networks With Domain Selection.

IEEE Trans Neural Netw Learn Syst 2019 01 14;30(1):269-283. Epub 2018 Jun 14.

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http://dx.doi.org/10.1109/TNNLS.2018.2837166DOI Listing
January 2019

Molecular subtyping of cancer: current status and moving toward clinical applications.

Brief Bioinform 2019 03;20(2):572-584

Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam and Academic Medical Center, Amsterdam, The Netherlands.

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http://dx.doi.org/10.1093/bib/bby026DOI Listing
March 2019

Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online Decisions.

IEEE Trans Neural Netw Learn Syst 2018 07 10;29(7):3252-3263. Epub 2017 Oct 10.

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http://dx.doi.org/10.1109/TNNLS.2017.2751102DOI Listing
July 2018

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

IEEE Trans Image Process 2017 Oct 26;26(10):4612-4625. Epub 2017 Jun 26.

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http://dx.doi.org/10.1109/TIP.2017.2719939DOI Listing
October 2017

Drug-target interaction prediction by integrating multiview network data.

Comput Biol Chem 2017 Aug 31;69:185-193. Epub 2017 Mar 31.

School of Mathematical Sciences, Fudan University, Shanghai 200433, China.

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http://dx.doi.org/10.1016/j.compbiolchem.2017.03.011DOI Listing
August 2017

Incidental parathyroidectomy during total thyroidectomy is not a direct cause of post-operative hypocalcaemia.

ANZ J Surg 2018 Mar 17;88(3):158-161. Epub 2017 Mar 17.

Endocrine Surgery Unit, Department of Surgery, Western Hospital, Melbourne, Victoria, Australia.

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http://doi.wiley.com/10.1111/ans.13939
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http://dx.doi.org/10.1111/ans.13939DOI Listing
March 2018

Gene-microRNA network module analysis for ovarian cancer.

BMC Syst Biol 2016 Dec 23;10(Suppl 4):117. Epub 2016 Dec 23.

Department of Mathematics, Hongkong Baptist University, Kowloon Tong, Hongkong, Hongkong.

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http://dx.doi.org/10.1186/s12918-016-0357-1DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5259869PMC
December 2016

Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning.

IEEE Trans Neural Netw Learn Syst 2016 11 4;27(11):2187-2200. Epub 2015 Sep 4.

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http://dx.doi.org/10.1109/TNNLS.2015.2472457DOI Listing
November 2016

Multiplicative Noise and Blur Removal by Framelet Decomposition and -Based L-Curve Method.

IEEE Trans Image Process 2016 Sep 22;25(9):4222-4232. Epub 2016 Jun 22.

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http://ieeexplore.ieee.org/document/7497475/
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http://dx.doi.org/10.1109/TIP.2016.2583793DOI Listing
September 2016

MultiVCRank With Applications to Image Retrieval.

IEEE Trans Image Process 2016 Mar;25(3):1396-409

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http://dx.doi.org/10.1109/TIP.2016.2522298DOI Listing
March 2016

Robust and Non-Negative Collective Matrix Factorization for Text-to-Image Transfer Learning.

IEEE Trans Image Process 2015 Dec 5;24(12):4701-14. Epub 2015 Aug 5.

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http://dx.doi.org/10.1109/TIP.2015.2465157DOI Listing
December 2015

Discovery of Intra-Abdominal Hemorrhage during Hernioplasty in a Patient Taking Rivaroxaban.

Case Rep Surg 2015 12;2015:345716. Epub 2015 Apr 12.

Saint John of God Hospital Ballarat, 101 Drummond Street North, Ballarat, VIC 3350, Australia.

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http://dx.doi.org/10.1155/2015/345716DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4410520PMC
May 2015

Alternating direction method of multipliers for nonlinear image restoration problems.

IEEE Trans Image Process 2015 Jan 12;24(1):33-43. Epub 2014 Nov 12.

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http://dx.doi.org/10.1109/TIP.2014.2369953DOI Listing
January 2015

Dictionary learning-based subspace structure identification in spectral clustering.

IEEE Trans Neural Netw Learn Syst 2013 Aug;24(8):1188-99

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http://dx.doi.org/10.1109/TNNLS.2013.2253123DOI Listing
August 2013

Sparse label-indicator optimization methods for image classification.

IEEE Trans Image Process 2014 Mar;23(3):1002-14

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http://dx.doi.org/10.1109/TIP.2013.2294546DOI Listing
March 2014

Sparse canonical correlation analysis: new formulation and algorithm.

IEEE Trans Pattern Anal Mach Intell 2013 Dec;35(12):3050-65

National University of Singapore, Singapore.

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http://dx.doi.org/10.1109/TPAMI.2013.104DOI Listing
December 2013

Once-daily reirradiation for rectal cancer in patients who have received previous pelvic radiotherapy.

J Med Imaging Radiat Oncol 2013 Aug 7;57(4):512-8. Epub 2013 Apr 7.

Department of Radiation Oncology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia.

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http://dx.doi.org/10.1111/1754-9485.12057DOI Listing
August 2013

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

IEEE Trans Image Process 2013 Jun 11;22(6):2233-46. Epub 2013 Feb 11.

Centre for Mathematical Imaging and Vision and Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong.

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http://ieeexplore.ieee.org/document/6459598/
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http://dx.doi.org/10.1109/TIP.2013.2246520DOI Listing
June 2013

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

IEEE Trans Image Process 2012 Dec 19;21(12):4709-21. Epub 2012 Sep 19.

Department of Applied Mathematics, Hong Kong Polytechnic University, Kowloon, Hong Kong.

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http://dx.doi.org/10.1109/TIP.2012.2214051DOI Listing
December 2012

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

IEEE Trans Nanobioscience 2012 Sep;11(3):216-27

Department of Computer Science, Shenzhen Graduate School, Harbin Institute of Technology.

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http://dx.doi.org/10.1109/TNB.2012.2214232DOI Listing
September 2012

Guest editorial: bioinformatics and computational systems biology.

IEEE/ACM Trans Comput Biol Bioinform 2012 Jul-Aug;9(4):945-6

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http://dx.doi.org/10.1109/tcbb.2012.76DOI Listing
October 2012

SNMFCA: supervised NMF-based image classification and annotation.

IEEE Trans Image Process 2012 Nov 26;21(11):4508-21. Epub 2012 Jun 26.

School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China.

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http://dx.doi.org/10.1109/TIP.2012.2206040DOI Listing
November 2012

Multiplicative noise removal via a learned dictionary.

IEEE Trans Image Process 2012 Nov 18;21(11):4534-43. Epub 2012 Jun 18.

School of Mathematics and Statistics, Lanzhou University, Lanzhou 730000, China.

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http://dx.doi.org/10.1109/TIP.2012.2205007DOI Listing
November 2012

A semisupervised segmentation model for collections of images.

IEEE Trans Image Process 2012 Jun 13;21(6):2955-68. Epub 2012 Feb 13.

Bioinformatics Institute, Singapore.

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http://dx.doi.org/10.1109/TIP.2012.2187670DOI Listing
June 2012

Mediastinal traction injury to the recurrent laryngeal nerve: An unusual cause for a hoarse voice.

Am J Case Rep 2012 13;13:36-7. Epub 2012 Mar 13.

Department of Thoracic Surgery, Division of Surgery, Western Health, Footscray, VIC, Australia.

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http://dx.doi.org/10.12659/AJCR.882595DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3616173PMC
April 2013

A variational method for multiple-image blending.

IEEE Trans Image Process 2012 Apr 22;21(4):1809-22. Epub 2011 Nov 22.

Department of Mathematics, Tongji University, Shanghai, China.

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http://dx.doi.org/10.1109/TIP.2011.2176952DOI Listing
April 2012

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

BMC Bioinformatics 2011 27;12 Suppl 5:S4. Epub 2011 Jul 27.

Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong.

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http://bmcbioinformatics.biomedcentral.com/articles/10.1186/
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http://dx.doi.org/10.1186/1471-2105-12-S5-S4DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3226254PMC
December 2011

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

BMC Bioinformatics 2010 Dec 14;11 Suppl 11:S3. Epub 2010 Dec 14.

School of Computer and Information Technology, Beijing Jiaotong University, Beijing, 100044, PR China.

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http://dx.doi.org/10.1186/1471-2105-11-S11-S3DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3024868PMC
December 2010

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

IEEE Trans Image Process 2011 Mar 7;20(3):670-80. Epub 2010 Sep 7.

Centre for Mathematical Imaging and Vision and Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong.

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http://ieeexplore.ieee.org/document/5565466/
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http://dx.doi.org/10.1109/TIP.2010.2073474DOI Listing
March 2011

Fast nonconvex nonsmooth minimization methods for image restoration and reconstruction.

IEEE Trans Image Process 2010 Dec 10;19(12):3073-88. Epub 2010 Jun 10.

Centre de Mathématiques et de Leurs Applications, CNRS, Cachan, France.

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http://dx.doi.org/10.1109/TIP.2010.2052275DOI Listing
December 2010

SKM-SNP: SNP markers detection method.

J Biomed Inform 2010 Apr 17;43(2):233-9. Epub 2009 Nov 17.

Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong.

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http://dx.doi.org/10.1016/j.jbi.2009.11.004DOI Listing
April 2010

Selection of regularization parameter in total variation image restoration.

J Opt Soc Am A Opt Image Sci Vis 2009 Nov;26(11):2311-20

Center for Mathematical Imaging and Vision and Department of Mathematics, Hong Kong Baptist University, Hong Kong.

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http://dx.doi.org/10.1364/JOSAA.26.002311DOI Listing
November 2009

On the total variation dictionary model.

IEEE Trans Image Process 2010 Mar 16;19(3):821-5. Epub 2009 Oct 16.

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http://dx.doi.org/10.1109/TIP.2009.2034701DOI Listing
March 2010

Construction of gene networks with hybrid approach from expression profile and gene ontology.

IEEE Trans Inf Technol Biomed 2010 Jan 29;14(1):107-18. Epub 2009 Sep 29.

School of Computer and Information Technology, BeijingJiaotong University, Beijing 100044, China.

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http://dx.doi.org/10.1109/TITB.2009.2033056DOI Listing
January 2010

Placenta percreta with urinary tract involvement: the case for a multidisciplinary approach.

Urology 2009 Oct 30;74(4):778-82. Epub 2009 Jul 30.

Urology Unit, Department of Surgery, University of Melbourne, Austin Hospital, Melbourne, Victoria, Australia.

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http://dx.doi.org/10.1016/j.urology.2009.01.071DOI Listing
October 2009

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

Int J Data Min Bioinform 2009 ;3(3):229-59

Department of Computer Science, Yale University, New Haven, Connecticut, USA.

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http://dx.doi.org/10.1504/ijdmb.2009.026700DOI Listing
August 2009

Laparoscopic adjustable gastric band tubing: unusual cause of an internal hernia.

Surg Obes Relat Dis 2009 Jul-Aug;5(4):517-8. Epub 2009 Feb 25.

Division of Surgery, Western Health, Footscray, Victoria, Australia.

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http://dx.doi.org/10.1016/j.soard.2009.02.005DOI Listing
November 2009

Efficient total variation minimization methods for color image restoration.

IEEE Trans Image Process 2008 Nov;17(11):2081-8

Faculty of Science, South China Agricultural University, Wushan, Guangzhou, China.

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http://dx.doi.org/10.1109/tip.2008.2003406DOI Listing
November 2008

Simulation study in Probabilistic Boolean Network models for genetic regulatory networks.

Int J Data Min Bioinform 2007 ;1(3):217-40

Department of Mathematics, Advanced Modeling and Applied Computing Laboratory, The University of Hong Kong, Pokfulam Road, Hong Kong.

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http://dx.doi.org/10.1504/ijdmb.2007.011610DOI Listing
May 2008

On sparse Fisher discriminant method for microarray data analysis.

Bioinformation 2007 Dec 30;2(5):230-4. Epub 2007 Dec 30.

Centre for Mathematical Imaging and Vision and Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2241932PMC
http://dx.doi.org/10.6026/97320630002230DOI Listing
December 2007

Algorithms for finding small attractors in Boolean networks.

EURASIP J Bioinform Syst Biol 2007 :20180

Advanced Modeling and Applied Computing Laboratory, Department of Mathematics, The University of Hong Kong, Pokfulam Road, Hong Kong.

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http://dx.doi.org/10.1155/2007/20180DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3171330PMC
June 2010

CpG/CpNpG motifs in the coding region are preferred sites for mutagenesis in the breast cancer susceptibility genes.

FEBS Lett 2007 Oct 4;581(24):4668-74. Epub 2007 Sep 4.

School of Biological Sciences, University of Hong Kong, Hong Kong.

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http://dx.doi.org/10.1016/j.febslet.2007.08.061DOI Listing
October 2007

Strategies for identifying statistically significant dense regions in microarray data.

IEEE/ACM Trans Comput Biol Bioinform 2007 Jul-Sep;4(3):415-29

Department of Mathematics, National University of Singapore, 2, Science Drive 2, Singapore 117543, Singapore.

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http://dx.doi.org/10.1109/TCBB.2007.1022DOI Listing
October 2007

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

Bioinformatics 2007 Jun 26;23(12):1511-8. Epub 2007 Apr 26.

Advanced Modeling and Applied Computing Laboratory, Department of Mathematics, The University of Hong Kong, Hong Kong.

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http://dx.doi.org/10.1093/bioinformatics/btm142DOI Listing
June 2007

A recursive method for solving haplotype frequencies with application to genetics.

J Bioinform Comput Biol 2006 Dec;4(6):1269-85

Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong, China.

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http://dx.doi.org/10.1142/s0219720006002454DOI Listing
December 2006

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

IEEE Trans Pattern Anal Mach Intell 2007 Mar;29(3):503-7

Department of Mathematics, Hong Kong Baptist University, Kowloon Tong, Hong Kong.

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http://ieeexplore.ieee.org/document/4069266/
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http://dx.doi.org/10.1109/TPAMI.2007.53DOI Listing
March 2007

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

J Theor Biol 2007 Feb 24;244(4):670-9. Epub 2006 Sep 24.

Bioinformatics Center, Institute for Chemical Research, Kyoto University, Kyoto 611-0011, Japan.

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http://dx.doi.org/10.1016/j.jtbi.2006.09.023DOI Listing
February 2007

Automated variable weighting in k-means type clustering.

IEEE Trans Pattern Anal Mach Intell 2005 May;27(5):657-68

E-Business Technology Institute, The University of Hong Kong, Pokfulam Road, Hong Kong.

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http://ieeexplore.ieee.org/document/1407871/
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http://dx.doi.org/10.1109/TPAMI.2005.95DOI Listing
May 2005

Identifying projected clusters from gene expression profiles.

J Biomed Inform 2004 Oct;37(5):345-57

Department of Computer Science and Information Systems, University of Hong Kong, Hong Kong.

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http://linkinghub.elsevier.com/retrieve/pii/S153204640400054
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http://dx.doi.org/10.1016/j.jbi.2004.05.002DOI Listing
October 2004