André R. Gonçalves

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 12

Top Topics

Attack Detection

Structure Learning

Top Venues

ACM Trans. Knowl. Discov. Data

IEEE Congress on Evolutionary Computation

Publications

Saullo H. G. Oliveira, André R. Gonçalves, Fernando J. Von Zuben
Asymmetric Multi-Task Learning with Local Transference. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Saullo H. G. Oliveira, André R. Gonçalves, Fernando J. Von Zuben
Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning. IJCAI (2019)
André R. Gonçalves, Xiaoli Liu, Arindam Banerjee
Two-block vs. Multi-block ADMM: An empirical evaluation of convergence. CoRR (2019)
Xiaoli Liu, Peng Cao, André R. Gonçalves, Dazhe Zhao, Arindam Banerjee
Modeling Alzheimer's Disease Progression with Fused Laplacian Sparse Group Lasso. ACM Trans. Knowl. Discov. Data 12 (6) (2018)
Xiaoli Liu, André R. Gonçalves, Peng Cao, Dazhe Zhao, Arindam Banerjee
Modeling Alzheimer's disease cognitive scores using multi-task sparse group lasso. Comput. Medical Imaging Graph. 66 (2018)
Pavel Korshunov, André R. Gonçalves, Ricardo P. V. Violato, Flávio O. Simões, Sébastien Marcel
On the use of convolutional neural networks for speech presentation attack detection. ISBA (2018)
André R. Gonçalves, Celso C. Cavelucci, Christiano Lyra Filho, Fernando J. Von Zuben
An Extremal Optimization approach to parallel resonance constrained capacitor placement problem. CoRR (2017)
André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning. AAAI (2017)
André R. Gonçalves, Ricardo P. V. Violato, Pavel Korshunov, Sébastien Marcel, Flávio O. Simões
On the Generalization of Fused Systems in Voice Presentation Attack Detection. BIOSIG (2017)
André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben
Spatial Projection of Multiple Climate Variables using Hierarchical Multitask Learning. CoRR (2017)
Pavel Korshunov, Sébastien Marcel, Hannah Muckenhirn, André R. Gonçalves, A. G. Souza Mello, Ricardo Paranhos Velloso Violato, Flávio O. Simões, M. U. Neto, Marcus de Assis Angeloni, José Augusto Stuchi, Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Dipjyoti Paul, Goutam Saha, Md. Sahidullah
Overview of BTAS 2016 speaker anti-spoofing competition. BTAS (2016)
André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
Multi-task Sparse Structure Learning with Gaussian Copula Models. J. Mach. Learn. Res. 17 (2016)
André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
A Multitask Learning View on the Earth System Model Ensemble. Comput. Sci. Eng. 17 (6) (2015)
André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
Multi-Label Structure Learning with Ising Model Selection. IJCAI (2015)
André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
Multi-task Sparse Structure Learning. CIKM (2014)
André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
Multi-task Sparse Structure Learning. CoRR (2014)
Maria Angelica de Oliveira Camargo-Brunetto, André R. Gonçalves
Diagnosing Chronic Obstructive Pulmonary Disease with Artificial Neural Networks using Health Expert Guidelines. HEALTHINF (2013)
André R. Gonçalves, Levy Boccato, Romis Attux, Fernando J. Von Zuben
A multi-Gaussian component EDA with restarting applied to direction of arrival tracking. IEEE Congress on Evolutionary Computation (2013)
Rosana Veroneze, André R. Gonçalves, Fernando J. Von Zuben
A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems. IDEAL (2012)
André R. Gonçalves, Rosana Veroneze, Salomão Sampaio Madeiro, Carlos R. B. Azevedo, Fernando J. Von Zuben
The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study. ICANN (2) (2012)
André R. Gonçalves, Fernando J. Von Zuben
Online learning in estimation of distribution algorithms for dynamic environments. IEEE Congress on Evolutionary Computation (2011)