Celso André R. de Sousa

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 4

Top Topics

Harmonic Functions

Supervised Learning

Global Consistency

Top Venues

Publications

Celso André R. de Sousa
Kernelized Constrained Gaussian Fields and Harmonic Functions for Semi-supervised Learning. IJCNN (2020)
Celso André R. de Sousa
An overview on weight initialization methods for feedforward neural networks. IJCNN (2016)
Celso André R. de Sousa
An inductive semi-supervised learning approach for the Local and Global Consistency algorithm. IJCNN (2016)
Celso André R. de Sousa, Gustavo E. A. P. A. Batista
Constrained Local and Global Consistency for semi-supervised learning. ICPR (2016)
Celso André R. de Sousa
An overview on the Gaussian Fields and Harmonic Functions method for semi-supervised learning. IJCNN (2015)
Celso André R. de Sousa, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista
An experimental analysis on time series transductive classification on graphs. IJCNN (2015)
Celso André R. de Sousa, Vinícius M. A. de Souza, Gustavo E. A. P. A. Batista
Time Series Transductive Classification on Imbalanced Data Sets: An Experimental Study. ICPR (2014)
Celso André R. de Sousa, Solange O. Rezende, Gustavo E. A. P. A. Batista
Influence of Graph Construction on Semi-supervised Learning. ECML/PKDD (3) (2013)