Papers by Ulisses Braga-Neto

In this page, you can find all the papers of this author. For more information about the paper, click on the title.

Bolstered Error Estimation

Braga-Neto, U. M., and Dougherty, E. R., Pattern Recognition, Vol. 37, No. 6, 1267-1281, June 2004

Confidence Intervals for the True Classification Error Conditioned on the Estimated Error

Xu, Q., Hua, J., Braga-Neto, U. M. Xiong, Z., Suh, E., and Dougherty, E. R., Technology in Cancer Research and Treatment, Vol. 5, No. 6, 579-590, December, 2006

Exact Performance Measures and Distributions of Error Estimators for Discrete Classifiers

Braga-Neto, U., and Dougherty, E. R., Pattern Recognition, Vol. 38, No. 11, 1799-1814, November, 2005

Impact of Error Estimation on Feature-Selection Algorithms

Sima, C., Attoor, S., Braga-Neto, U., Lowey, J., Suh, E., and Dougherty, E. R., Pattern Recognition, Vol. 38, No. 12, 2472-2482, December, 2005

Intrinsically Multivariate Predictive Genes

Martins, D., Braga-Neto, U., Hashimoto, R., Bittner, M. L., and Dougherty, E. R., IEEE Journal of Selected Topics in Signal Processing, Vol. 2, No. 3, 424-439, June, 2008

Is Cross-validation Better than Resubstitution for Ranking Genes

Braga-Neto, U. M., Hashimoto, R., Dougherty, E. R., Nguyen, D. V., and Carroll, R. J., Bioinformatics, Vol. 20, No. 2, 253-258, January, 2004

Is Cross-Validation Valid for Small-Sample Microarray Classification

Braga-Neto, U., and Dougherty, E. R., Bioinformatics, Vol. 20, No. 3, 374-380, 2004

Superior Feature-Set Ranking For Small Samples Using Bolstered Error Estimation

Sima, C., Braga-Neto, U., and Dougherty, E. R., Bioinformatics, Vol. 21, No. 7, 1046-1054, April, 2005