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    Results: 1 to 20 of 106

    1.

    Predicting gene function in a hierarchical context with an ensemble of classifiers.

    Guan Y, Myers CL, Hess DC, Barutcuoglu Z, Caudy AA, Troyanskaya OG.

    Genome Biol. 2008;9 Suppl 1:S3. Epub 2008 Jun 27.

    PMID:
    18613947
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    2.

    Hierarchical multi-label prediction of gene function.

    Barutcuoglu Z, Schapire RE, Troyanskaya OG.

    Bioinformatics. 2006 Apr 1;22(7):830-6. Epub 2006 Jan 12.

    PMID:
    16410319
    [PubMed - indexed for MEDLINE]
    Free Article
    3.

    A critical assessment of Mus musculus gene function prediction using integrated genomic evidence.

    Peña-Castillo L, Tasan M, Myers CL, Lee H, Joshi T, Zhang C, Guan Y, Leone M, Pagnani A, Kim WK, Krumpelman C, Tian W, Obozinski G, Qi Y, Mostafavi S, Lin GN, Berriz GF, Gibbons FD, Lanckriet G, Qiu J, Grant C, Barutcuoglu Z, Hill DP, Warde-Farley D, Grouios C, Ray D, Blake JA, Deng M, Jordan MI, Noble WS, Morris Q, Klein-Seetharaman J, Bar-Joseph Z, Chen T, Sun F, Troyanskaya OG, Marcotte EM, Xu D, Hughes TR, Roth FP.

    Genome Biol. 2008;9 Suppl 1:S2. Epub 2008 Jun 27.

    PMID:
    18613946
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    4.

    Inferring mouse gene functions from genomic-scale data using a combined functional network/classification strategy.

    Kim WK, Krumpelman C, Marcotte EM.

    Genome Biol. 2008;9 Suppl 1:S5. Epub 2008 Jun 27.

    PMID:
    18613949
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    5.

    Directing experimental biology: a case study in mitochondrial biogenesis.

    Hibbs MA, Myers CL, Huttenhower C, Hess DC, Li K, Caudy AA, Troyanskaya OG.

    PLoS Comput Biol. 2009 Mar;5(3):e1000322. Epub 2009 Mar 20.

    PMID:
    19300515
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    6.

    Combining guilt-by-association and guilt-by-profiling to predict Saccharomyces cerevisiae gene function.

    Tian W, Zhang LV, Taşan M, Gibbons FD, King OD, Park J, Wunderlich Z, Cherry JM, Roth FP.

    Genome Biol. 2008;9 Suppl 1:S7. Epub 2008 Jun 27.

    PMID:
    18613951
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    7.

    Hierarchical classification of gene ontology terms using the GOstruct method.

    Sokolov A, Ben-Hur A.

    J Bioinform Comput Biol. 2010 Apr;8(2):357-76.

    PMID:
    20401950
    [PubMed - indexed for MEDLINE]
    8.

    A scalable method for integration and functional analysis of multiple microarray datasets.

    Huttenhower C, Hibbs M, Myers C, Troyanskaya OG.

    Bioinformatics. 2006 Dec 1;22(23):2890-7. Epub 2006 Sep 27.

    PMID:
    17005538
    [PubMed - indexed for MEDLINE]
    Free Article
    9.

    GeneMANIA: a real-time multiple association network integration algorithm for predicting gene function.

    Mostafavi S, Ray D, Warde-Farley D, Grouios C, Morris Q.

    Genome Biol. 2008;9 Suppl 1:S4. Epub 2008 Jun 27.

    PMID:
    18613948
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    10.

    Consistent probabilistic outputs for protein function prediction.

    Obozinski G, Lanckriet G, Grant C, Jordan MI, Noble WS.

    Genome Biol. 2008;9 Suppl 1:S6. Epub 2008 Jun 27.

    PMID:
    18613950
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    11.

    Prediction of mitochondrial proteins using support vector machine and hidden Markov model.

    Kumar M, Verma R, Raghava GP.

    J Biol Chem. 2006 Mar 3;281(9):5357-63. Epub 2005 Dec 8.

    PMID:
    16339140
    [PubMed - indexed for MEDLINE]
    Free Article
    12.

    Incorporating functional inter-relationships into protein function prediction algorithms.

    Pandey G, Myers CL, Kumar V.

    BMC Bioinformatics. 2009 May 12;10:142.

    PMID:
    19435516
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    13.

    Physical protein-protein interactions predicted from microarrays.

    Soong TT, Wrzeszczynski KO, Rost B.

    Bioinformatics. 2008 Nov 15;24(22):2608-14. Epub 2008 Oct 1.

    PMID:
    18829707
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    14.

    Assessing systems properties of yeast mitochondria through an interaction map of the organelle.

    Perocchi F, Jensen LJ, Gagneur J, Ahting U, von Mering C, Bork P, Prokisch H, Steinmetz LM.

    PLoS Genet. 2006 Oct 20;2(10):e170.

    PMID:
    17054397
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    15.

    Kernel-based data fusion and its application to protein function prediction in yeast.

    Lanckriet GR, Deng M, Cristianini N, Jordan MI, Noble WS.

    Pac Symp Biocomput. 2004:300-11.

    PMID:
    14992512
    [PubMed - indexed for MEDLINE]
    Free Article
    16.

    Mining protein networks for synthetic genetic interactions.

    Paladugu SR, Zhao S, Ray A, Raval A.

    BMC Bioinformatics. 2008 Oct 9;9:426.

    PMID:
    18844977
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    17.

    Improving the performance of an SVM-based method for predicting protein-protein interactions.

    Dohkan S, Koike A, Takagi T.

    In Silico Biol. 2006;6(6):515-29.

    PMID:
    17518762
    [PubMed - indexed for MEDLINE]
    Free Article
    18.

    A novel stepwise analysis procedure of genome-wide expression profiles identifies transcript signatures of thiamine genes as classifiers of mitochondrial mutants.

    Eijssen LM, Lindsey PJ, Peeters R, Westra RL, van Eijsden RG, Bolotin-Fukuhara M, Smeets HJ, Vlietinck RF.

    Yeast. 2008 Feb;25(2):129-40.

    PMID:
    18081196
    [PubMed - indexed for MEDLINE]
    19.

    The impact of incomplete knowledge on evaluation: an experimental benchmark for protein function prediction.

    Huttenhower C, Hibbs MA, Myers CL, Caudy AA, Hess DC, Troyanskaya OG.

    Bioinformatics. 2009 Sep 15;25(18):2404-10. Epub 2009 Jun 26.

    PMID:
    19561015
    [PubMed - indexed for MEDLINE]
    Free PMC Article
    20.

    Gene function prediction using labeled and unlabeled data.

    Zhao XM, Wang Y, Chen L, Aihara K.

    BMC Bioinformatics. 2008 Jan 28;9:57.

    PMID:
    18221567
    [PubMed - indexed for MEDLINE]
    Free PMC Article

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