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    Results: 1 to 20 of 1000

    1.

    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

    2.

    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

    3.

    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

    4.

    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

    5.

    Comparison of feature selection and classification for MALDI-MS data.

    Liu Q, Sung AH, Qiao M, Chen Z, Yang JY, Yang MQ, Huang X, Deng Y.

    BMC Genomics. 2009 Jul 7;10 Suppl 1:S3.PMID: 19594880 [PubMed - indexed for MEDLINE]Related articlesFree article

    6.

    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

    7.

    Multiclass cancer classification and biomarker discovery using GA-based algorithms.

    Liu JJ, Cutler G, Li W, Pan Z, Peng S, Hoey T, Chen L, Ling XB.

    Bioinformatics. 2005 Jun 1;21(11):2691-7. Epub 2005 Apr 6.PMID: 15814557 [PubMed - indexed for MEDLINE]Related articlesFree article

    8.

    Gene selection and classification of microarray data using random forest.

    Díaz-Uriarte R, Alvarez de Andrés S.

    BMC Bioinformatics. 2006 Jan 6;7:3.PMID: 16398926 [PubMed - indexed for MEDLINE]Related articlesFree article

    9.

    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]Related articlesFree article

    10.

    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

    11.

    Is cross-validation better than resubstitution for ranking genes?

    Braga-Neto U, Hashimoto R, Dougherty ER, Nguyen DV, Carroll RJ.

    Bioinformatics. 2004 Jan 22;20(2):253-8.PMID: 14734317 [PubMed - indexed for MEDLINE]Related articlesFree article

    12.

    Multiclass cancer classification using gene expression profiling and probabilistic neural networks.

    Berrar DP, Downes CS, Dubitzky W.

    Pac Symp Biocomput. 2003:5-16.PMID: 12603013 [PubMed - indexed for MEDLINE]Related articlesFree article

    13.

    Recursive SVM feature selection and sample classification for mass-spectrometry and microarray data.

    Zhang X, Lu X, Shi Q, Xu XQ, Leung HC, Harris LN, Iglehart JD, Miron A, Liu JS, Wong WH.

    BMC Bioinformatics. 2006 Apr 10;7:197.PMID: 16606446 [PubMed - indexed for MEDLINE]Related articlesFree article

    14.

    Avoiding model selection bias in small-sample genomic datasets.

    Berrar D, Bradbury I, Dubitzky W.

    Bioinformatics. 2006 May 15;22(10):1245-50. Epub 2006 Feb 24. Erratum in: Bioinformatics. 2006 Oct 1;22(19):2453. PMID: 16500931 [PubMed - indexed for MEDLINE]Related articlesFree article

    15.

    Tumor classification ranking from microarray data.

    Hewett R, Kijsanayothin P.

    BMC Genomics. 2008 Sep 16;9 Suppl 2:S21.PMID: 18831787 [PubMed - indexed for MEDLINE]Related articlesFree article

    16.

    SVM-Fold: a tool for discriminative multi-class protein fold and superfamily recognition.

    Melvin I, Ie E, Kuang R, Weston J, Stafford WN, Leslie C.

    BMC Bioinformatics. 2007 May 22;8 Suppl 4:S2.PMID: 17570145 [PubMed - indexed for MEDLINE]Related articlesFree article

    17.

    Optimal number of features as a function of sample size for various classification rules.

    Hua J, Xiong Z, Lowey J, Suh E, Dougherty ER.

    Bioinformatics. 2005 Apr 15;21(8):1509-15. Epub 2004 Nov 30.PMID: 15572470 [PubMed - indexed for MEDLINE]Related articlesFree article

    18.

    A regression-based K nearest neighbor algorithm for gene function prediction from heterogeneous data.

    Yao Z, Ruzzo WL.

    BMC Bioinformatics. 2006 Mar 20;7 Suppl 1:S11.PMID: 16723004 [PubMed - indexed for MEDLINE]Related articlesFree article

    19.

    A framework for significance analysis of gene expression data using dimension reduction methods.

    Gidskehaug L, Anderssen E, Flatberg A, Alsberg BK.

    BMC Bioinformatics. 2007 Sep 18;8:346.PMID: 17877799 [PubMed - indexed for MEDLINE]Related articlesFree article

    20.

    Clusterv: a tool for assessing the reliability of clusters discovered in DNA microarray data.

    Valentini G.

    Bioinformatics. 2006 Feb 1;22(3):369-70. Epub 2005 Dec 6.PMID: 16332708 [PubMed - indexed for MEDLINE]Related articlesFree article

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