Is cross-validation valid for small-sample microarray classification? UM Braga-Neto, ER Dougherty Bioinformatics 20 (3), 374-380, 2004 | 788 | 2004 |
Self-adaptive physics-informed neural networks using a soft attention mechanism L McClenny, U Braga-Neto arXiv preprint arXiv:2009.04544, 2020 | 346* | 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 | 200 | 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 | 167 | 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 | 161 | 2011 |
Bolstered error estimation U Braga-Neto, E Dougherty Pattern Recognition 37 (6), 1267-1281, 2004 | 159 | 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 | 140 | 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 | 123 | 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 | 108 | 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 | 101 | 2009 |
Error Estimation for Pattern Recognition U Braga-Neto, E Dougherty | 95* | 2015 |
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 | 91 | 2003 |
Connectivity on complete lattices: New results U Braga-Neto, J Goutsias Computer Vision and Image Understanding 85 (1), 22-53, 2002 | 87 | 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 | 86 | 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 | 81 | 2008 |
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 | 78 | 2019 |
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 | 78 | 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 | 77 | 2019 |
Particle filters for partially-observed Boolean dynamical systems M Imani, UM Braga-Neto Automatica 87, 238-250, 2018 | 77 | 2018 |
Fundamentals of Pattern Recognition and Machine Learning U Braga-Neto Springer, 2020 | 73 | 2020 |