My research interests focus on statistical signal processing and control, and pattern recognition and machine learning, with applications in bioinformatics, materials informatics, and epidemiological models.
Braga-Neto, U., Kuang, R., Lhdesmki, H., Vikalo, H., & Yoon, B.
(2011).Genomic Signal Processing. EURASIP Journal on Advances in Signal Processing.
2010(1), 137263.
Martins, D. C., Braga-Neto, U. M., Hashimoto, R. F., Bittner, M. L., & Dougherty, E. R.
(2008).Intrinsically Multivariate Predictive Genes. IEEE Journal of Selected Topics in Signal Processing.
2(3), 424-439.
Braga Neto, U., & Dougherty, E. R.
(2005).Classification. Dougherty, E., Shmulevich, I., Chen, J., & Wang, Z. J. (Eds.),
Genomic Signal Processing and Statistics.
(pp. 93-128).
Hindawi Publishing Corporation.
Arslan, E., & Braga-Neto, U. M.
(2017).A Bayesian approach to Top-Scoring Pairs classification. 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
871-875.
McClenny, L. D., Imani, M., & Braga-Neto, U. M.
(2017).Boolean Kalman Filter with correlated observation noise. 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).
866-870.
Xie, S., Imani, M., Dougherty, E. R., & Braga-Neto, U. M.
(2017).Nonstationary linear discriminant analysis. 2006 Fortieth Asilomar Conference on Signals, Systems and Computers.
161-165.
Atashpaz-Gargari, E., Braga-Neto, U. M., & Dougherty, E. R.
(2013).Improved branch-and-bound algorithm for U-curve optimization. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
100-101.
Chen, T., & Braga-Neto, U.
(2012).A statistical test for intrinsically multivariate predictive genes. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
151-154.
Sun, Y., Braga-Neto, U., & Dougherty, E. R.
(2011).Modeling and systematic analysis of LC-MS proteomics pipeline. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
112-116.
Atashpaz-Gargari, E., Braga-Neto, U. M., & Dougherty, E. R.
(2011).Multiple reaction monitoring: Modeling and systematic analysis. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
105-107.
Vu, T. T., Braga-Neto, U. M., & Dougherty, E. R.
(2009).Bagging degrades the performance of linear discriminant classifiers. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
1-2.
Sima, C., Vu, T., Braga-Neto, U. M., & Dougherty, E. R.
(2009).Bolstered error estimator with feature selection. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
1-2.
Martins, D. C., Braga-Neto, U., Bittner, M. L., & Dougherty, E. R.
(2008).Network properties of intrinsically multivariate predictive genes. IEEE International Workshop on Genomic Signal Processing and Statistics : [proceedings]. IEEE International Workshop on Genomic Signal Processing and Statistics.
1-2.