How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms von Wainer, Jacques, Fonseca, Pablo

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Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters von Duarte, Edson, Wainer, Jacques

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Nested cross-validation when selecting classifiers is overzealous for most practical applications von Wainer, Jacques, Cawley, Gavin

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Advancing bag-of-visual-words representations for lesion classification in retinal images von Pires, Ramon, Jelinek, Herbert F, Wainer, Jacques, Valle, Eduardo, Rocha, Anderson

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An empirical evaluation of imbalanced data strategies from a practitioner’s point of view von Wainer, Jacques

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Detecting face presentation attacks in mobile devices with a patch-based CNN and a sensor-aware loss function von Almeida, Waldir R, Andaló, Fernanda A, Padilha, Rafael, Bertocco, Gabriel, Dias, William, Torres, Ricardo da S, Wainer, Jacques, Rocha, Anderson

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Perceptual Learning Modules (PLM) in CS1: a Negative Result and a Methodological Warning von Caceffo, Ricardo, Wainer, Jacques, Gama, Guilherme, Garcia, Islene, Azevedo, Rodolfo

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Estimating the Racial Wealth Gap in Brazil von Sue, Christina A., Rivas, Salvador, Wainer, Jacques

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Peer-selected "best papers"-are they really that "good"? von Wainer, Jacques, Eckmann, Michael, Rocha, Anderson

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Relationship between high-quality journals and conferences in computer vision von Eckmann, Michael, Rocha, Anderson, Wainer, Jacques

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Automated multi-lesion detection for referable diabetic retinopathy in indigenous health care von Pires, Ramon, Carvalho, Tiago, Spurling, Geoffrey, Goldenstein, Siome, Wainer, Jacques, Luckie, Alan, Jelinek, Herbert F, Rocha, Anderson

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Advances in Artificial Intelligence: 12th Brazilian Symposium on Artificial Intelligence SBIA '95, Campinas, Brazil, October 10–12, 1995 Proceedings von Wainer, Jacques, Carvalho, Ariadne

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Políticas de inclusão no ensino superior: avaliação do desempenho dos alunos baseado no Enade de 2012 a 2014 von Melguizo, Tatiana, Wainer, Jacques

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Toward a set of measures of student learning outcomes in higher education: evidence from Brazil von Melguizo, Tatiana, Wainer, Jacques

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A data-driven approach to referable diabetic retinopathy detection von Pires, Ramon, Avila, Sandra, Wainer, Jacques, Valle, Eduardo, Abramoff, Michael D., Rocha, Anderson

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Algorithms for anomaly detection of traces in logs of process aware information systems von Bezerra, Fábio, Wainer, Jacques

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Too much computer and Internet use is bad for your grades, especially if you are young and poor: Results from the 2001 Brazilian SAEB von Wainer, Jacques, Dwyer, Tom, Dutra, Rodrigo Silveira, Covic, Andre, Magalhães, Valdo B., Ferreira, Luiz Renato Ribeiro, Pimenta, Valdiney Alves, Claudio, Kleucio

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Correlations between bibliometrics and peer evaluation for all disciplines: the evaluation of Brazilian scientists von Wainer, Jacques, Vieira, Paula

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Retinal Image Quality Analysis for Automatic Diabetic Retinopathy Detection von Pires, R., Jelinek, H. F., Wainer, J., Rocha, A.

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The association between having access to computers and Internet and educational achievement for primary students in Brazil von Wainer, Jacques, Vieira, Paula, Melguizo, Tatiana

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