Influence of Graph Construction on Semi-supervised Learning CAR de Sousa, SO Rezende, GEAPA Batista European Conference on Machine Learning and Principles and Practice of …, 2013 | 134 | 2013 |
An overview on weight initialization methods for feedforward neural networks CAR de Sousa 2016 International Joint Conference on Neural Networks (IJCNN), 52-59, 2016 | 54 | 2016 |
An overview on the gaussian fields and harmonic functions method for semi-supervised learning CAR de Sousa 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 29 | 2015 |
An experimental analysis on time series transductive classification on graphs CAR de Sousa, VMA Souza, GE Batista 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 19 | 2015 |
Time series transductive classification on imbalanced data sets: an experimental study CAR de Sousa, VMA Souza, GEAPA Batista 22nd International Conference on Pattern Recognition (ICPR), 3780-3785, 2014 | 19 | 2014 |
Robust Multi-class Graph Transduction with higher order regularization CAR de Sousa, GE Batista 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 15 | 2015 |
An inductive semi-supervised learning approach for the local and global consistency algorithm CAR de Sousa 2016 International joint conference on neural networks (IJCNN), 4017-4024, 2016 | 9 | 2016 |
Analysis of the backpropagation algorithm using linear algebra CAR de Sousa Neural Networks (IJCNN), The 2012 International Joint Conference on, 1-8, 2012 | 9 | 2012 |
Constrained local and global consistency for semi-supervised learning CAR Sousa, GE Batista 2016 23rd International Conference on Pattern Recognition (ICPR), 1689-1694, 2016 | 5 | 2016 |
Impacto da geração de grafos na classificação semissupervisionada CAR de Sousa Universidade de São Paulo, 2013 | 4 | 2013 |
Kernelized constrained gaussian fields and harmonic functions for semi-supervised learning CAR Sousa 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 2 | 2020 |
Development of adaptive information visualization systems with augmented reality ER Zorzal, CAR de Sousa, A Cardoso, C Kirner, EA Lamounier Jr, ... 18 th International Conference on Information Visualization (IV), 2014 | 2 | 2014 |
Time series transductive classification on graphs: supplementary material CAR Sousa, VMA Souza, G Batista | 1 | 2020 |
Constrained graph-based semi-supervised learning with higher order regularization CAR Sousa Universidade de São Paulo, 2017 | 1 | 2017 |
Semi-supervised learning using constrained laplacian regularized least squares CAR Sousa 2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024 | | 2024 |
Aprendizado semissupervisionado restrito baseado em grafos com regularização de ordem elevada CAR Sousa, GEAPA Batista | | 2017 |
Empirical evaluation models for graph-based semi-supervised learning: supplementary material CAR de Sousa, SO Rezende, GE Batista | | |
Robust multi-class graph transduction with higher order regularization: supplementary material CAR de Sousa, GE Batista | | |
Constrained graph-based semi-supervised learning: supplementary material CAR de Sousa, GE Batista | | |
Empirical evaluation models for graph-based semi-supervised learning: supplementary material CAR Sousa, SO Rezende, GE Batista | | |