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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
1212013
An overview on weight initialization methods for feedforward neural networks
CAR de Sousa
2016 International Joint Conference on Neural Networks (IJCNN), 52-59, 2016
372016
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
242015
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
182015
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
172014
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
132015
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
62016
Batista GEAPA,“
CAR de Sousa, SO Rezende
Influence of graph construction on semi-supervised learning,” in Machine …, 2013
52013
Analysis of the backpropagation algorithm using linear algebra
CAR de Sousa
Neural Networks (IJCNN), The 2012 International Joint Conference on, 1-8, 2012
52012
Constrained local and global consistency for semi-supervised learning
CAR Sousa, GE Batista
2016 23rd International Conference on Pattern Recognition (ICPR), 1689-1694, 2016
42016
Impacto da geração de grafos na classificação semissupervisionada
CAR de Sousa
Universidade de São Paulo, 2013
42013
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
22014
Kernelized constrained gaussian fields and harmonic functions for semi-supervised learning
CAR Sousa
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
12020
Time series transductive classification on graphs: supplementary material
CAR Sousa, VMA Souza, G Batista
12020
Constrained graph-based semi-supervised learning with higher order regularization
CAR Sousa
Universidade de São Paulo, 2017
12017
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
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Artikelen 1–20