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Journal Abstract Search

174 related items for PubMed ID: 20621291

  • 1. Tackling EEG signal classification with least squares support vector machines: a sensitivity analysis study.
    Lima CA, Coelho AL, Eisencraft M.
    Comput Biol Med; 2010 Aug; 40(8):705-14. PubMed ID: 20621291
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  • 2. Kernel machines for epilepsy diagnosis via EEG signal classification: a comparative study.
    Lima CA, Coelho AL.
    Artif Intell Med; 2011 Oct; 53(2):83-95. PubMed ID: 21852077
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  • 3. Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines.
    Derya Ubeyli E.
    Comput Biol Med; 2008 Jan; 38(1):14-22. PubMed ID: 17651716
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  • 4. Fuzzy support vector machine for classification of EEG signals using wavelet-based features.
    Xu Q, Zhou H, Wang Y, Huang J.
    Med Eng Phys; 2009 Sep; 31(7):858-65. PubMed ID: 19487151
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  • 7. Real-time epileptic seizure prediction using AR models and support vector machines.
    Chisci L, Mavino A, Perferi G, Sciandrone M, Anile C, Colicchio G, Fuggetta F.
    IEEE Trans Biomed Eng; 2010 May; 57(5):1124-32. PubMed ID: 20172805
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  • 10. Application and comparison of classification algorithms for recognition of Alzheimer's disease in electrical brain activity (EEG).
    Lehmann C, Koenig T, Jelic V, Prichep L, John RE, Wahlund LO, Dodge Y, Dierks T.
    J Neurosci Methods; 2007 Apr 15; 161(2):342-50. PubMed ID: 17156848
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  • 12. Bayesian framework for least-squares support vector machine classifiers, gaussian processes, and kernel Fisher discriminant analysis.
    Van Gestel T, Suykens JA, Lanckriet G, Lambrechts A, De Moor B, Vandewalle J.
    Neural Comput; 2002 May 15; 14(5):1115-47. PubMed ID: 11972910
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  • 13. Brain tumor classification based on long echo proton MRS signals.
    Lukas L, Devos A, Suykens JA, Vanhamme L, Howe FA, Majós C, Moreno-Torres A, Van der Graaf M, Tate AR, Arús C, Van Huffel S.
    Artif Intell Med; 2004 May 15; 31(1):73-89. PubMed ID: 15182848
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  • 15. Epileptic EEG classification based on extreme learning machine and nonlinear features.
    Yuan Q, Zhou W, Li S, Cai D.
    Epilepsy Res; 2011 Sep 15; 96(1-2):29-38. PubMed ID: 21616643
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  • 16. Transductive SVM for reducing the training effort in BCI.
    Liao X, Yao D, Li C.
    J Neural Eng; 2007 Sep 15; 4(3):246-54. PubMed ID: 17873427
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  • 18. The application of mutual information-based feature selection and fuzzy LS-SVM-based classifier in motion classification.
    Yan Z, Wang Z, Xie H.
    Comput Methods Programs Biomed; 2008 Jun 15; 90(3):275-84. PubMed ID: 18295367
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  • 19. Classification of EEG signals using neural network and logistic regression.
    Subasi A, Erçelebi E.
    Comput Methods Programs Biomed; 2005 May 15; 78(2):87-99. PubMed ID: 15848265
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