Search Results - "Soares, Sófacles F. C."

An Active Search Method for Finding Objects with Near-Optimal Property Values within a Given Set by Matta, Cláudia E. da, Paiva, Henrique M., Galvão, Roberto K. H., Araújo, Mário C. U., Soares, Sófacles F. C., Weber, Karen C., Pinto, Luiz A.

“…This paper proposes an active search method aimed at finding objects with optimal or near-optimal y-property values, on the basis of x-variables obtained by…”
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A New Validation Criterion for Guiding the Selection of Variables by the Successive Projections Algorithm in Classification Problems by Soares, Sófacles F. C., Galvão, Roberto K. H., Pontes, Márcio J. C., Araújo, Mário C. U.

“…A simplification in SPA-LDA is proposed to circumvent the need for separate training and validation sets. The number of degrees of freedom is employed in the…”
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Multi-core computation in chemometrics: case studies of voltammetric and NIR spectrometric analyses by Soares, Anderson da Silva, Galvão, Roberto K. H, Araújo, Mário César U, Soares, Sófacles F. C, Pinto, Luiz Alberto

“…The application of sophisticated chemometrics techniques to large datasets has been made possible by continuing technological improvements in off-the-shelf…”
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Two-dimensional linear discriminant analysis for classification of three-way chemical data by Silva, Adenilton C. da, Soares, Sófacles F.C., Insausti, Matías, Galvão, Roberto K.H., Band, Beatriz S.F., Araújo, Mário César U. de

“…The two-dimensional linear discriminant analysis (2D-LDA) algorithm was originally proposed in the context of face image processing for the extraction of…”
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A cheap handheld NIR spectrometric system for automatic determination of methane, ethane, and propane in natural gas and biogas by Barbosa, Mayara F., Santos, Jainny R.B., Silva, Alexandre N., Soares, Sófacles F.C., Araujo, Mario C.U.

“…[Display omitted] •Development of the new cheap handheld NIR spectrometric system for gas analysis.•Flow automatic preparation of standard gaseous mixtures for…”
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Bat algorithm for variable selection in multivariate classification modeling using linear discriminant analysis by Souza, Juliana da Cruz, Soares, Sófacles F.C., de Paula, Lauro Cássio M., Coelho, Clarimar J., de Araújo, Mário César Ugulino, Silva, Edvan Cirino da

“…[Display omitted] •BA-LDA, alternative to perform variable selection in multivariate classification.•BA-LDA simulates the echolocation behaviour of bats when…”
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