André R. Gonçalves

22 papers A* 3A 1B 2C 1Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2022 J jnl
Asymmetric Multi-Task Learning with Local Transference.
ACM Trans. Knowl. Discov. Data
Saullo H. G. Oliveira, André R. Gonçalves, Fernando J. Von Zuben
2019 J jnl
Bayesian multitask learning regression for heterogeneous patient cohorts.
J. Biomed. Informatics X
André R. Gonçalves, Priyadip Ray, Braden Soper, David P. Widemann, Mari Nygård, Jan F. Nygård, Ana Paula Sales
2019 A* conf
Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning.
IJCAI
Saullo H. G. Oliveira, André R. Gonçalves, Fernando J. Von Zuben
2019 J jnl
Two-block vs. Multi-block ADMM: An empirical evaluation of convergence.
CoRR
André R. Gonçalves, Xiaoli Liu, Arindam Banerjee
2018 J jnl
Modeling Alzheimer's Disease Progression with Fused Laplacian Sparse Group Lasso.
ACM Trans. Knowl. Discov. Data
Xiaoli Liu, Peng Cao, André R. Gonçalves, Dazhe Zhao, Arindam Banerjee
2018 J jnl
Modeling Alzheimer's disease cognitive scores using multi-task sparse group lasso.
Comput. Medical Imaging Graph.
Xiaoli Liu, André R. Gonçalves, Peng Cao, Dazhe Zhao, Arindam Banerjee
2018 — conf
On the use of convolutional neural networks for speech presentation attack detection.
ISBA
Pavel Korshunov, André R. Gonçalves, Ricardo P. V. Violato, Flávio Olmos Simões, Sébastien Marcel
2017 J jnl
An Extremal Optimization approach to parallel resonance constrained capacitor placement problem.
CoRR
André R. Gonçalves, Celso C. Cavelucci, Christiano Lyra Filho, Fernando J. Von Zuben
2017 — conf
On the Generalization of Fused Systems in Voice Presentation Attack Detection.
BIOSIG
André R. Gonçalves, Ricardo P. V. Violato, Pavel Korshunov, Sébastien Marcel, Flávio Olmos Simões
2017 A* conf
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning.
AAAI
André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben
2017 J jnl
Spatial Projection of Multiple Climate Variables using Hierarchical Multitask Learning.
CoRR
André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben
2016 J jnl
Multi-task Sparse Structure Learning with Gaussian Copula Models.
J. Mach. Learn. Res.
André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
2016 — conf
Overview of BTAS 2016 speaker anti-spoofing competition.
BTAS
Pavel Korshunov, Sébastien Marcel, Hannah Muckenhirn, André R. Gonçalves, A. G. Souza Mello, Ricardo Paranhos Velloso Violato, Flávio Olmos Simões, Mário Uliani Neto, Marcus de Assis Angeloni, José Augusto Stuchi, Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Dipjyoti Paul, Goutam Saha, Md. Sahidullah
2015 J jnl
A Multitask Learning View on the Earth System Model Ensemble.
Comput. Sci. Eng.
André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
2015 A* conf
Multi-Label Structure Learning with Ising Model Selection.
IJCAI
André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
2014 A conf
Multi-task Sparse Structure Learning.
CIKM
André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
2014 J jnl
Multi-task Sparse Structure Learning.
CoRR
André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
2013 B conf
A multi-Gaussian component EDA with restarting applied to direction of arrival tracking.
IEEE Congress on Evolutionary Computation
André R. Gonçalves, Levy Boccato, Romis Attux, Fernando J. Von Zuben
2013 — conf
Diagnosing Chronic Obstructive Pulmonary Disease with Artificial Neural Networks using Health Expert Guidelines.
HEALTHINF
Maria Angelica de Oliveira Camargo-Brunetto, André R. Gonçalves
2012 C conf
A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems.
IDEAL
Rosana Veroneze, André R. Gonçalves, Fernando J. Von Zuben
2012 — conf
The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study.
ICANN (2)
André R. Gonçalves, Rosana Veroneze, Salomão Sampaio Madeiro, Carlos R. B. Azevedo, Fernando J. Von Zuben
2011 B conf
Online learning in estimation of distribution algorithms for dynamic environments.
IEEE Congress on Evolutionary Computation
André R. Gonçalves, Fernando J. Von Zuben