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Items: 1 to 20 of 202

1.

Sparse maximum margin discriminant analysis for feature extraction and gene selection on gene expression data.

Cui Y, Zheng CH, Yang J, Sha W.

Comput Biol Med. 2013 Aug 1;43(7):933-41. doi: 10.1016/j.compbiomed.2013.04.018. Epub 2013 May 4.

PMID:
23746736
2.

Gene expression data classification using locally linear discriminant embedding.

Li B, Zheng CH, Huang DS, Zhang L, Han K.

Comput Biol Med. 2010 Oct;40(10):802-10. doi: 10.1016/j.compbiomed.2010.08.003. Epub 2010 Sep 22.

PMID:
20864095
3.
4.

A supervised orthogonal discriminant projection for tumor classification using gene expression data.

Zhang C, Zhang S.

Comput Biol Med. 2013 Jun;43(5):568-75. doi: 10.1016/j.compbiomed.2013.01.019. Epub 2013 Feb 26.

PMID:
23452931
5.

Feature weight estimation for gene selection: a local hyperlinear learning approach.

Cai H, Ruan P, Ng M, Akutsu T.

BMC Bioinformatics. 2014 Mar 14;15:70. doi: 10.1186/1471-2105-15-70.

6.

Tumor classification based on non-negative matrix factorization using gene expression data.

Zheng CH, Ng TY, Zhang L, Shiu CK, Wang HQ.

IEEE Trans Nanobioscience. 2011 Jun;10(2):86-93. doi: 10.1109/TNB.2011.2144998. Epub 2011 Jul 7.

PMID:
21742573
7.

An efficient statistical feature selection approach for classification of gene expression data.

Chandra B, Gupta M.

J Biomed Inform. 2011 Aug;44(4):529-35. doi: 10.1016/j.jbi.2011.01.001. Epub 2011 Jan 15.

8.

Similarity-balanced discriminant neighbor embedding and its application to cancer classification based on gene expression data.

Zhang L, Qian L, Ding C, Zhou W, Li F.

Comput Biol Med. 2015 Sep;64:236-45. doi: 10.1016/j.compbiomed.2015.07.008. Epub 2015 Jul 21.

PMID:
26232671
9.

Nonlinear dimensionality reduction of gene expression data for visualization and clustering analysis of cancer tissue samples.

Shi J, Luo Z.

Comput Biol Med. 2010 Aug;40(8):723-32. doi: 10.1016/j.compbiomed.2010.06.007. Epub 2010 Jul 16.

PMID:
20637456
10.

Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors.

García-Gómez JM, Gómez-Sanchis J, Escandell-Montero P, Fuster-Garcia E, Soria-Olivas E.

Comput Biol Med. 2013 Nov;43(11):1863-9. doi: 10.1016/j.compbiomed.2013.08.025. Epub 2013 Sep 7.

PMID:
24209931
11.

Outcome prediction based on microarray analysis: a critical perspective on methods.

Zervakis M, Blazadonakis ME, Tsiliki G, Danilatou V, Tsiknakis M, Kafetzopoulos D.

BMC Bioinformatics. 2009 Feb 7;10:53. doi: 10.1186/1471-2105-10-53.

12.

Selection of interdependent genes via dynamic relevance analysis for cancer diagnosis.

Sun X, Liu Y, Wei D, Xu M, Chen H, Han J.

J Biomed Inform. 2013 Apr;46(2):252-8. doi: 10.1016/j.jbi.2012.10.004. Epub 2012 Nov 2.

13.

Simultaneous gene clustering and subset selection for sample classification via MDL.

Jörnsten R, Yu B.

Bioinformatics. 2003 Jun 12;19(9):1100-9.

PMID:
12801870
14.

Using uncorrelated discriminant analysis for tissue classification with gene expression data.

Ye J, Li T, Xiong T, Janardan R.

IEEE/ACM Trans Comput Biol Bioinform. 2004 Oct-Dec;1(4):181-90.

PMID:
17051700
15.

Locally linear representation Fisher criterion based tumor gene expressive data classification.

Li B, Tian BB, Zhang XL, Zhang XP.

Comput Biol Med. 2014 Oct;53:48-54. doi: 10.1016/j.compbiomed.2014.07.018. Epub 2014 Jul 30.

PMID:
25127408
16.

A granular computing approach to gene selection.

Sun L, Xu J.

Biomed Mater Eng. 2014;24(1):1307-14. doi: 10.3233/BME-130933.

PMID:
24212026
17.
18.

LS Bound based gene selection for DNA microarray data.

Zhou X, Mao KZ.

Bioinformatics. 2005 Apr 15;21(8):1559-64. Epub 2004 Dec 14.

PMID:
15598834
19.

A gene selection method for classifying cancer samples using 1D discrete wavelet transform.

Jose A, Mugler D, Duan ZH.

Int J Comput Biol Drug Des. 2009;2(4):398-411. doi: 10.1504/IJCBDD.2009.030769. Epub 2009 Jan 4.

PMID:
20090179
20.

New gene selection method for multiclass tumor classification by class centroid.

Shen Q, Shi WM, Kong W.

J Biomed Inform. 2009 Feb;42(1):59-65. doi: 10.1016/j.jbi.2008.05.011. Epub 2008 Jun 17.

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