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Andre R Goncalves
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Generation and evaluation of synthetic patient data
A Goncalves, P Ray, B Soper, J Stevens, L Coyle, AP Sales
BMC medical research methodology 20, 1-40, 2020
3672020
Overview of BTAS 2016 speaker anti-spoofing competition
P Korshunov, S Marcel, H Muckenhirn, AR Gonçalves, AGS Mello, ...
2016 IEEE 8th international conference on biometrics theory, applications …, 2016
1012016
Multi-task sparse structure learning with gaussian copula models
AR Gonçalves, FJ Von Zuben, A Banerjee
Journal of Machine Learning Research 17 (33), 1-30, 2016
732016
Multi-task Sparse Structure Learning
AR Goncalves, P Das, ...
23rd ACM International Conference on Conference on Information and Knowledge …, 2014
51*2014
Learning to correct climate projection biases
B Pan, GJ Anderson, A Goncalves, DD Lucas, CJW Bonfils, J Lee, Y Tian, ...
Journal of Advances in Modeling Earth Systems 13 (10), e2021MS002509, 2021
482021
Modeling Alzheimer's disease cognitive scores using multi-task sparse group lasso
X Liu, AR Goncalves, P Cao, D Zhao, A Banerjee, ...
Computerized Medical Imaging and Graphics 66, 100-114, 2018
422018
Improving seasonal forecast using probabilistic deep learning
B Pan, GJ Anderson, A Goncalves, DD Lucas, CJW Bonfils, J Lee
Journal of Advances in Modeling Earth Systems 14 (3), e2021MS002766, 2022
402022
Modeling alzheimer’s disease progression with fused laplacian sparse group lasso
X Liu, P Cao, AR Gonçalves, D Zhao, A Banerjee
ACM Transactions on Knowledge Discovery from Data (TKDD) 12 (6), 1-35, 2018
312018
On the use of convolutional neural networks for speech presentation attack detection
P Korshunov, AR Goncalves, RPV Violato, FO Simões, S Marcel
Identity, Security, and Behavior Analysis (ISBA), 2018 IEEE 4th …, 2018
222018
Máquina de Vetores Suporte
AR Gonçalves
Acesso em 21, 2008
192008
Spatial projection of multiple climate variables using hierarchical multitask learning
A Goncalves, A Banerjee, F Von Zuben
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
152017
On the generalization of fused systems in voice presentation attack detection
AR Gonçalves, RPV Violato, P Korshunov, S Marcel, FO Simoes
2017 International conference of the biometrics special interest group …, 2017
142017
Multi-Label Structure Learning with Ising Model Selection.
AR Gonçalves, FJ Von Zuben, A Banerjee
IJCAI, 3525-3531, 2015
132015
AbBERT: learning antibody humanness via masked language modeling
D Vashchenko, S Nguyen, A Goncalves, FL da Silva, B Petersen, ...
bioRxiv, 2022.08. 02.502236, 2022
112022
Computationally restoring the potency of a clinical antibody against Omicron
TA Desautels, KT Arrildt, AT Zemla, EY Lau, F Zhu, D Ricci, S Cronin, ...
Nature 629 (8013), 878-885, 2024
102024
Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning
S Oliveira, AR Goncalves, F Von Zuben
International Joint Conference on Artificial Intelligence IJCAI, 3202-3208, 2019
102019
Online learning in estimation of distribution algorithms for dynamic environments
AR Gonçalves, FJ Von Zuben
Evolutionary Computation (CEC), 2011 IEEE Congress on, 62-69, 2011
102011
Bayesian multitask learning regression for heterogeneous patient cohorts
AR Goncalves, P Ray, B Soper, D Widemann, M Nygård, JF Nygård, ...
Journal of Biomedical Informatics: X 4, 100059, 2019
82019
Asymmetric multi-task learning with local transference
SHG Oliveira, AR Goncalves, FJ Von Zuben
ACM Transactions on Knowledge Discovery from Data (TKDD) 16 (5), 1-30, 2022
72022
A multitask learning view on the earth system model ensemble
AR Gonçalves, FJ Von Zuben, A Banerjee
Computing in Science & Engineering 17 (6), 35-42, 2015
72015
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Artikelen 1–20