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Examining the significance of fingerprint-based classifiers.

Luke BT, Collins JR.

BMC Bioinformatics. 2008 Dec 17;9:545.PMID: 19091087 [PubMed - indexed for MEDLINE]Related articlesFree article

Kernel-imbedded Gaussian processes for disease classification using microarray gene expression data.

Zhao X, Cheung LW.

BMC Bioinformatics. 2007 Feb 28;8:67.PMID: 17328811 [PubMed - indexed for MEDLINE]Related articlesFree article

Bias in error estimation when using cross-validation for model selection.

Varma S, Simon R.

BMC Bioinformatics. 2006 Feb 23;7:91.PMID: 16504092 [PubMed - indexed for MEDLINE]Related articlesFree article

Toward a measure of classification complexity in gene expression signatures.

Kamath V, Yeatman TJ, Eschrich SA.

Conf Proc IEEE Eng Med Biol Soc. 2008;2008:5704-7.PMID: 19164012 [PubMed - indexed for MEDLINE]Related articles

Instance-based concept learning from multiclass DNA microarray data.

Berrar D, Bradbury I, Dubitzky W.

BMC Bioinformatics. 2006 Feb 16;7:73.PMID: 16483361 [PubMed - indexed for MEDLINE]Related articlesFree article

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification.

Statnikov A, Wang L, Aliferis CF.

BMC Bioinformatics. 2008 Jul 22;9:319.PMID: 18647401 [PubMed - indexed for MEDLINE]Related articlesFree article

A classification paradigm for distributed vertically partitioned data.

Basak J, Kothari R.

Neural Comput. 2004 Jul;16(7):1525-44.PMID: 15165399 [PubMed - indexed for MEDLINE]Related articles

Regularized Least Squares Cancer classifiers from DNA microarray data.

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

BMC Bioinformatics. 2005 Dec 1;6 Suppl 4:S2.PMID: 16351746 [PubMed - indexed for MEDLINE]Related articlesFree article

Spectral embedding finds meaningful (relevant) structure in image and microarray data.

Higgs BW, Weller J, Solka JL.

BMC Bioinformatics. 2006 Feb 16;7:74.PMID: 16483359 [PubMed - indexed for MEDLINE]Related articlesFree article

A comprehensive evaluation of multicategory classification methods for microarray gene expression cancer diagnosis.

Statnikov A, Aliferis CF, Tsamardinos I, Hardin D, Levy S.

Bioinformatics. 2005 Mar 1;21(5):631-43. Epub 2004 Sep 16.PMID: 15374862 [PubMed - indexed for MEDLINE]Related articlesFree article

Are random forests better than support vector machines for microarray-based cancer classification?

Statnikov A, Aliferis CF.

AMIA Annu Symp Proc. 2007 Oct 11:686-90.PMID: 18693924 [PubMed - indexed for MEDLINE]Related articlesFree article

Feature selection and nearest centroid classification for protein mass spectrometry.

Levner I.

BMC Bioinformatics. 2005 Mar 23;6:68.PMID: 15788095 [PubMed - indexed for MEDLINE]Related articlesFree article

A stable iterative method for refining discriminative gene clusters.

Xu M, Zhu M, Zhang L.

BMC Genomics. 2008 Sep 16;9 Suppl 2:S18.PMID: 18831783 [PubMed - indexed for MEDLINE]Related articlesFree article

A combination of rough-based feature selection and RBF neural network for classification using gene expression data.

Chiang JH, Ho SH.

IEEE Trans Nanobioscience. 2008 Mar;7(1):91-9.PMID: 18334459 [PubMed - indexed for MEDLINE]Related articles

Prediction of peptides observable by mass spectrometry applied at the experimental set level.

Sanders WS, Bridges SM, McCarthy FM, Nanduri B, Burgess SC.

BMC Bioinformatics. 2007 Nov 1;8 Suppl 7:S23.PMID: 18047723 [PubMed - indexed for MEDLINE]Related articlesFree article

Small, fuzzy and interpretable gene expression based classifiers.

Vinterbo SA, Kim EY, Ohno-Machado L.

Bioinformatics. 2005 May 1;21(9):1964-70. Epub 2005 Jan 20.PMID: 15661797 [PubMed - indexed for MEDLINE]Related articlesFree article

An entropy-based gene selection method for cancer classification using microarray data.

Liu X, Krishnan A, Mondry A.

BMC Bioinformatics. 2005 Mar 24;6:76.PMID: 15790388 [PubMed - indexed for MEDLINE]Related articlesFree article

Biomarker discovery across annotated and unannotated microarray datasets using semi-supervised learning.

Harris C, Ghaffari N.

BMC Genomics. 2008 Sep 16;9 Suppl 2:S7.PMID: 18831798 [PubMed - indexed for MEDLINE]Related articlesFree article

Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data.

Jeffery IB, Higgins DG, Culhane AC.

BMC Bioinformatics. 2006 Jul 26;7:359.PMID: 16872483 [PubMed - indexed for MEDLINE]Related articlesFree article

Induction of comprehensible models for gene expression datasets by subgroup discovery methodology.

Gamberger D, Lavrac N, Zelezný F, Tolar J.

J Biomed Inform. 2004 Aug;37(4):269-84.PMID: 15465480 [PubMed - indexed for MEDLINE]Related articles