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Journal Abstract Search

486 related items for PubMed ID: 15742887

  • 1. A Bayesian approach to joint feature selection and classifier design.
    Krishnapuram B, Hartemink AJ, Carin L, Figueiredo MA.
    IEEE Trans Pattern Anal Mach Intell; 2004 Sep; 26(9):1105-11. PubMed ID: 15742887
    [Abstract] [Full Text] [Related]

  • 2. Bayesian Gaussian process classification with the EM-EP algorithm.
    Kim HC, Ghahramani Z.
    IEEE Trans Pattern Anal Mach Intell; 2006 Dec; 28(12):1948-59. PubMed ID: 17108369
    [Abstract] [Full Text] [Related]

  • 3. Sparse multinomial logistic regression: fast algorithms and generalization bounds.
    Krishnapuram B, Carin L, Figueiredo MA, Hartemink AJ.
    IEEE Trans Pattern Anal Mach Intell; 2005 Jun; 27(6):957-68. PubMed ID: 15943426
    [Abstract] [Full Text] [Related]

  • 4. A novel kernel method for clustering.
    Camastra F, Verri A.
    IEEE Trans Pattern Anal Mach Intell; 2005 May; 27(5):801-5. PubMed ID: 15875800
    [Abstract] [Full Text] [Related]

  • 5. On utilizing search methods to select subspace dimensions for kernel-based nonlinear subspace classifiers.
    Kim SW, Oommen BJ.
    IEEE Trans Pattern Anal Mach Intell; 2005 Jan; 27(1):136-41. PubMed ID: 15628275
    [Abstract] [Full Text] [Related]

  • 6. Gene selection in cancer classification using sparse logistic regression with Bayesian regularization.
    Cawley GC, Talbot NL.
    Bioinformatics; 2006 Oct 01; 22(19):2348-55. PubMed ID: 16844704
    [Abstract] [Full Text] [Related]

  • 7. Bias in error estimation when using cross-validation for model selection.
    Varma S, Simon R.
    BMC Bioinformatics; 2006 Feb 23; 7():91. PubMed ID: 16504092
    [Abstract] [Full Text] [Related]

  • 8. One-shot learning of object categories.
    Fei-Fei L, Fergus R, Perona P.
    IEEE Trans Pattern Anal Mach Intell; 2006 Apr 23; 28(4):594-611. PubMed ID: 16566508
    [Abstract] [Full Text] [Related]

  • 9. The relevance sample-feature machine: a sparse Bayesian learning approach to joint feature-sample selection.
    Mohsenzadeh Y, Sheikhzadeh H, Reza AM, Bathaee N, Kalayeh MM.
    IEEE Trans Cybern; 2013 Dec 23; 43(6):2241-54. PubMed ID: 23782842
    [Abstract] [Full Text] [Related]

  • 10. Cancer classification and prediction using logistic regression with Bayesian gene selection.
    Zhou X, Liu KY, Wong ST.
    J Biomed Inform; 2004 Aug 23; 37(4):249-59. PubMed ID: 15465478
    [Abstract] [Full Text] [Related]

  • 11. Simultaneous feature selection and clustering using mixture models.
    Law MH, Figueiredo MA, Jain AK.
    IEEE Trans Pattern Anal Mach Intell; 2004 Sep 23; 26(9):1154-66. PubMed ID: 15742891
    [Abstract] [Full Text] [Related]

  • 12. Rotation forest: A new classifier ensemble method.
    Rodríguez JJ, Kuncheva LI, Alonso CJ.
    IEEE Trans Pattern Anal Mach Intell; 2006 Oct 23; 28(10):1619-30. PubMed ID: 16986543
    [Abstract] [Full Text] [Related]

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  • 15. Skin segmentation using color pixel classification: analysis and comparison.
    Phung SL, Bouzerdoum A, Chai D.
    IEEE Trans Pattern Anal Mach Intell; 2005 Jan 23; 27(1):148-54. PubMed ID: 15628277
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  • 17. What should be expected from feature selection in small-sample settings.
    Sima C, Dougherty ER.
    Bioinformatics; 2006 Oct 01; 22(19):2430-6. PubMed ID: 16870934
    [Abstract] [Full Text] [Related]

  • 18. A novel approach for clustering proteomics data using Bayesian fast Fourier transform.
    Bensmail H, Golek J, Moody MM, Semmes JO, Haoudi A.
    Bioinformatics; 2005 May 15; 21(10):2210-24. PubMed ID: 15769836
    [Abstract] [Full Text] [Related]

  • 19. Bayesian feature and model selection for Gaussian mixture models.
    Constantinopoulos C, Titsias MK, Likas A.
    IEEE Trans Pattern Anal Mach Intell; 2006 Jun 15; 28(6):1013-8. PubMed ID: 16724595
    [Abstract] [Full Text] [Related]

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