Ulisses Braga-Neto
Ulisses Braga-Neto
Professor of Electrical and Computer Engineering, Texas A&M University
Verified email at - Homepage
Cited by
Cited by
Is cross-validation valid for small-sample microarray classification?
UM Braga-Neto, ER Dougherty
Bioinformatics 20 (3), 374-380, 2004
Self-adaptive physics-informed neural networks using a soft attention mechanism
L McClenny, U Braga-Neto
arXiv preprint arXiv:2009.04544, 2020
Automatic target detection and tracking in forward-looking infrared image sequences using morphological connected operators
U Braga-Neto, M Choudhary, J Goutsias
Journal of Electronic Imaging 13 (4), 802-813, 2004
Topology correction in brain cortex segmentation using a multiscale, graph-based algorithm
X Han, C Xu, U Braga-Neto, JL Prince
IEEE Transactions on Medical Imaging 21 (2), 109-121, 2002
Evaluation of the coverage and depth of transcriptome by RNA-Seq in chickens
Y Wang, N Ghaffari, CD Johnson, UM Braga-Neto, H Wang, R Chen, ...
BMC bioinformatics 12, 1-7, 2011
Bolstered error estimation
U Braga-Neto, E Dougherty
Pattern Recognition 37 (6), 1267-1281, 2004
Alternative complement pathway deregulation is correlated with dengue severity
EJM Nascimento, AM Silva, MT Cordeiro, CA Brito, LHVG Gil, ...
PloS one 4 (8), e6782, 2009
Is cross-validation better than resubstitution for ranking genes?
U Braga-Neto, R Hashimoto, ER Dougherty, DV Nguyen, RJ Carroll
Bioinformatics 20 (2), 253-258, 2004
Maximum-likelihood adaptive filter for partially observed Boolean dynamical systems
M Imani, UM Braga-Neto
IEEE Transactions on Signal Processing 65 (2), 359-371, 2016
Gene expression profiling during early acute febrile stage of dengue infection can predict the disease outcome
EJM Nascimento, U Braga-Neto, CE Calzavara-Silva, ALV Gomes, ...
PloS one 4 (11), e7892, 2009
Error Estimation for Pattern Recognition
U Braga-Neto, E Dougherty
A theoretical tour of connectivity in image processing and analysis
U Braga-Neto, J Goutsias
Journal of Mathematical Imaging and Vision 19, 5-31, 2003
Connectivity on complete lattices: New results
U Braga-Neto, J Goutsias
Computer Vision and Image Understanding 85 (1), 22-53, 2002
From functional genomics to functional immunomics: new challenges, old problems, big rewards
UM Braga-Neto, ETA Marques Jr
PLoS computational biology 2 (7), e81, 2006
MBL2 gene polymorphisms protect against development of thrombocytopenia associated with severe dengue phenotype
B Acioli-Santos, L Segat, R Dhalia, CAA Brito, UM Braga-Neto, ...
Human immunology 69 (2), 122-128, 2008
Bayesian control of large MDPs with unknown dynamics in data-poor environments
M Imani, SF Ghoreishi, UM Braga-Neto
Advances in neural information processing systems 31, 2018
MFBO-SSM: Multi-fidelity Bayesian optimization for fast inference in state-space models
M Imani, SF Ghoreishi, D Allaire, UM Braga-Neto
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7858-7865, 2019
Particle filters for partially-observed Boolean dynamical systems
M Imani, UM Braga-Neto
Automatica 87, 238-250, 2018
Severe dengue prognosis using human genome data and machine learning
C Davi, A Pastor, T Oliveira, FB de Lima Neto, U Braga-Neto, AW Bigham, ...
IEEE Transactions on Biomedical Engineering 66 (10), 2861-2868, 2019
Fundamentals of Pattern Recognition and Machine Learning
U Braga-Neto
Springer, 2020
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