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Results: 1 to 20 of 67

1.

New feature subset selection procedures for classification of expression profiles.

Bø T, Jonassen I.

Genome Biol. 2002;3(4):RESEARCH0017. Epub 2002 Mar 14.

PMID:
11983058
[PubMed - indexed for MEDLINE]
Free PMC Article
2.

Reliable classification of two-class cancer data using evolutionary algorithms.

Deb K, Raji Reddy A.

Biosystems. 2003 Nov;72(1-2):111-29.

PMID:
14642662
[PubMed - indexed for MEDLINE]
3.

SamCluster: an integrated scheme for automatic discovery of sample classes using gene expression profile.

Li W, Fan M, Xiong M.

Bioinformatics. 2003 May 1;19(7):811-7.

PMID:
12724290
[PubMed - indexed for MEDLINE]
Free Article
4.

A CART-based approach to discover emerging patterns in microarray data.

Boulesteix AL, Tutz G, Strimmer K.

Bioinformatics. 2003 Dec 12;19(18):2465-72.

PMID:
14668233
[PubMed - indexed for MEDLINE]
Free Article
5.

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
[PubMed - indexed for MEDLINE]
Free Article
6.

Incremental forward feature selection with application to microarray gene expression data.

Lee YJ, Chang CC, Chao CH.

J Biopharm Stat. 2008;18(5):827-40. doi: 10.1080/10543400802277868.

PMID:
18781519
[PubMed - indexed for MEDLINE]
7.

Accurate molecular classification of cancer using simple rules.

Wang X, Gotoh O.

BMC Med Genomics. 2009 Oct 30;2:64. doi: 10.1186/1755-8794-2-64.

PMID:
19874631
[PubMed - indexed for MEDLINE]
Free PMC Article
8.

Reliable gene signatures for microarray classification: assessment of stability and performance.

Davis CA, Gerick F, Hintermair V, Friedel CC, Fundel K, Küffner R, Zimmer R.

Bioinformatics. 2006 Oct 1;22(19):2356-63. Epub 2006 Jul 31.

PMID:
16882647
[PubMed - indexed for MEDLINE]
Free Article
9.

Improving reliability of gene selection from microarray functional genomics data.

Fu LM, Youn ES.

IEEE Trans Inf Technol Biomed. 2003 Sep;7(3):191-6.

PMID:
14518732
[PubMed - indexed for MEDLINE]
10.

A combinational feature selection and ensemble neural network method for classification of gene expression data.

Liu B, Cui Q, Jiang T, Ma S.

BMC Bioinformatics. 2004 Sep 27;5:136.

PMID:
15450124
[PubMed - indexed for MEDLINE]
Free PMC Article
11.

Selection of relevant genes in cancer diagnosis based on their prediction accuracy.

Maglietta R, D'Addabbo A, Piepoli A, Perri F, Liuni S, Pesole G, Ancona N.

Artif Intell Med. 2007 May;40(1):29-44. Epub 2006 Aug 22.

PMID:
16920342
[PubMed - indexed for MEDLINE]
12.

An unsupervised hierarchical dynamic self-organizing approach to cancer class discovery and marker gene identification in microarray data.

Hsu AL, Tang SL, Halgamuge SK.

Bioinformatics. 2003 Nov 1;19(16):2131-40.

PMID:
14594719
[PubMed - indexed for MEDLINE]
Free Article
13.

Classification between normal and tumor tissues based on the pair-wise gene expression ratio.

Yap Y, Zhang X, Ling MT, Wang X, Wong YC, Danchin A.

BMC Cancer. 2004 Oct 7;4:72.

PMID:
15469618
[PubMed - indexed for MEDLINE]
Free PMC Article
14.

Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data.

Wang J, Bø TH, Jonassen I, Myklebost O, Hovig E.

BMC Bioinformatics. 2003 Dec 2;4:60.

PMID:
14651757
[PubMed - indexed for MEDLINE]
Free PMC Article
15.

Large scale real-time PCR validation on gene expression measurements from two commercial long-oligonucleotide microarrays.

Wang Y, Barbacioru C, Hyland F, Xiao W, Hunkapiller KL, Blake J, Chan F, Gonzalez C, Zhang L, Samaha RR.

BMC Genomics. 2006 Mar 21;7:59.

PMID:
16551369
[PubMed - indexed for MEDLINE]
Free PMC Article
16.

New gene selection method for classification of cancer subtypes considering within-class variation.

Cho JH, Lee D, Park JH, Lee IB.

FEBS Lett. 2003 Sep 11;551(1-3):3-7.

PMID:
12965195
[PubMed - indexed for MEDLINE]
Free Article
17.

Multi-class cancer classification via partial least squares with gene expression profiles.

Nguyen DV, Rocke DM.

Bioinformatics. 2002 Sep;18(9):1216-26.

PMID:
12217913
[PubMed - indexed for MEDLINE]
Free Article
18.

Dimension reduction for classification with gene expression microarray data.

Dai JJ, Lieu L, Rocke D.

Stat Appl Genet Mol Biol. 2006;5:Article6. Epub 2006 Feb 24.

PMID:
16646870
[PubMed - indexed for MEDLINE]
19.

Hybrid genetic algorithm-neural network: feature extraction for unpreprocessed microarray data.

Tong DL, Schierz AC.

Artif Intell Med. 2011 Sep;53(1):47-56. doi: 10.1016/j.artmed.2011.06.008. Epub 2011 Jul 19.

PMID:
21775110
[PubMed - indexed for MEDLINE]
20.

A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression.

Li T, Zhang C, Ogihara M.

Bioinformatics. 2004 Oct 12;20(15):2429-37. Epub 2004 Apr 15.

PMID:
15087314
[PubMed - indexed for MEDLINE]
Free Article

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