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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

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Reference TypeJournal (article/letter/editorial)
TitleA fast Branch-and-Bound algorithm for U-curve feature selection
JournalPattern Recognition
AuthorsAtashpaz-Gargari, EsmaeilAuthor
Reis, Marcelo S.Author
Braga-Neto, Ulisses M.Author
Barrera, JuniorAuthor
Dougherty, Edward R.Author
Year2018 (January)Volume73
PublisherElsevier BV
DOIdoi:10.1016/j.patcog.2017.08.013Search in ResearchGate
Generate Citation Formats
Mindat Ref. ID9367137Long-form Identifiermindat:1:5:9367137:2
GUID0
Full ReferenceAtashpaz-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
Plain TextAtashpaz-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
In(2018) Pattern Recognition Vol. 73. Elsevier BV

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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
Ris, Marcelo, Barrera, Junior, Martins, David C. (2010) U-curve: A branch-and-bound optimization algorithm for U-shaped cost functions on Boolean lattices applied to the feature selection problem. Pattern Recognition, 43 (3). 557-568 doi:10.1016/j.patcog.2009.08.018
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
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
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, 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
Estrela, Gustavo, Gubitoso, Marco Dimas, Ferreira, Carlos Eduardo, Barrera, Junior, Reis, Marcelo S. (2020) An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection. Entropy, 22 (4) 492pp. doi:10.3390/e22040492
Shark, Lik-Kwan, Kurekin, Andrey A., Matuszewski, Bogdan J. (2007) Development and evaluation of fast branch-and-bound algorithm for feature matching based on line segments. Pattern Recognition, 40 (5). 1432-1450 doi:10.1016/j.patcog.2006.10.022
Hirata, Nina S.T., Dougherty, Edward R., Barrera, Junior (2000) A switching algorithm for design of optimal increasing binary filters over large windows. Pattern Recognition, 33 (6). 1059-1081 doi:10.1016/s0031-3203(99)00165-x
Yu, Bin, Yuan, Baozong (1993) A more efficient branch and bound algorithm for feature selection. Pattern Recognition, 26 (6). 883-889 doi:10.1016/0031-3203(93)90054-z
 
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