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Zollanvari, Amin, Braga-Neto, Ulisses, Dougherty, Edward R. (2012) Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model. Pattern Recognition, 45 (2). 908-917 doi:10.1016/j.patcog.2011.08.006

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Reference TypeJournal (article/letter/editorial)
TitleExact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model
JournalPattern Recognition
AuthorsZollanvari, AminAuthor
Braga-Neto, UlissesAuthor
Dougherty, Edward R.Author
Year2012 (February)Volume45
Issue2
PublisherElsevier BV
DOIdoi:10.1016/j.patcog.2011.08.006Search in ResearchGate
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Mindat Ref. ID9365087Long-form Identifiermindat:1:5:9365087:4
GUID0
Full ReferenceZollanvari, Amin, Braga-Neto, Ulisses, Dougherty, Edward R. (2012) Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model. Pattern Recognition, 45 (2). 908-917 doi:10.1016/j.patcog.2011.08.006
Plain TextZollanvari, Amin, Braga-Neto, Ulisses, Dougherty, Edward R. (2012) Exact representation of the second-order moments for resubstitution and leave-one-out error estimation for linear discriminant analysis in the univariate heteroskedastic Gaussian model. Pattern Recognition, 45 (2). 908-917 doi:10.1016/j.patcog.2011.08.006
In(2012, February) Pattern Recognition Vol. 45 (2) Elsevier BV

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Zollanvari, Amin, Braga-Neto, Ulisses M., Dougherty, Edward R. (2009) On the sampling distribution of resubstitution and leave-one-out error estimators for linear classifiers. Pattern Recognition, 42 (11). 2705-2723 doi:10.1016/j.patcog.2009.05.003
Zollanvari, Amin, Dougherty, Edward R. (2014) Moments and root-mean-square error of the Bayesian MMSE estimator of classification error in the Gaussian model. Pattern Recognition, 47 (6). 2178-2192 doi:10.1016/j.patcog.2013.11.022
Braga-Neto, Ulisses, Dougherty, Edward (2004) Bolstered error estimation. Pattern Recognition, 37 (6). 1267-1281 doi:10.1016/j.patcog.2003.08.017
Braga-Neto, Ulisses, Dougherty, Edward (2005) Exact performance of error estimators for discrete classifiers. Pattern Recognition, 38 (11). 1799-1814 doi:10.1016/j.patcog.2005.02.013
Zollanvari, Amin, Braga-Neto, Ulisses M., Dougherty, Edward R. (2010) Joint Sampling Distribution Between Actual and Estimated Classification Errors for Linear Discriminant Analysis. IEEE Transactions on Information Theory, 56 (2) 784-804 doi:10.1109/tit.2009.2037034
Zollanvari, Amin, Hua, Jianping, Dougherty, Edward R. (2013) Analytical study of performance of linear discriminant analysis in stochastic settings. Pattern Recognition, 46 (11). 3017-3029 doi:10.1016/j.patcog.2013.04.002
Atashpaz-Gargari, Esmaeil, Sima, Chao, Braga-Neto, Ulisses M., Dougherty, Edward R. (2013) Relationship between the accuracy of classifier error estimation and complexity of decision boundary. Pattern Recognition, 46 (5). 1315-1322 doi:10.1016/j.patcog.2012.10.020
Sima, Chao, Attoor, Sanju, Brag-Neto, Ulisses, Lowey, James, Suh, Edward, Dougherty, Edward R. (2005) Impact of error estimation on feature selection. Pattern Recognition, 38 (12). 2472-2482 doi:10.1016/j.patcog.2005.03.026
Atashpaz-Gargari, Esmaeil, Reis, Marcelo S., Braga-Neto, Ulisses M., Barrera, Junior, Dougherty, Edward R. (2018) A fast Branch-and-Bound algorithm for U-curve feature selection. Pattern Recognition, 73. 172-188 doi:10.1016/j.patcog.2017.08.013
Dalton, Lori A., Dougherty, Edward R. (2012) Optimal mean-square-error calibration of classifier error estimators under Bayesian models. Pattern Recognition, 45 (6). 2308-2320 doi:10.1016/j.patcog.2011.12.003
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