Symone G. Soares

Publication Activity (10 Years)

Years Active: 2010-2016
Publications (10 Years): 3

Top Topics

Neural Network Ensemble

Extreme Learning Machines

Simulated Annealing

Ensemble Classifier

Top Venues

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Symone G. Soares, Rui Araújo
An adaptive ensemble of on-line Extreme Learning Machines with variable forgetting factor for dynamic system prediction. Neurocomputing 171 (2016)
Symone G. Soares, Rui Araújo
An on-line weighted ensemble of regressor models to handle concept drifts. Eng. Appl. Artif. Intell. 37 (2015)
Symone G. Soares, Rui Araújo
A dynamic and on-line ensemble regression for changing environments. Expert Syst. Appl. 42 (6) (2015)
Symone G. Soares, Carlos Henggeler Antunes, Rui Araújo
Comparison of a genetic algorithm and simulated annealing for automatic neural network ensemble development. Neurocomputing 121 (2013)
Symone G. Soares, Carlos Henggeler Antunes, Rui Araújo
A genetic algorithm for designing neural network ensembles. GECCO (2012)
Symone G. Soares, Rui Araújo, Pedro Angelo Morais de Sousa, Francisco Souza
Design and application of Soft Sensor using Ensemble Methods. ETFA (2011)
Symone G. Soares, Adson Ferreira da Rocha, Talles Marcelo G. de A. Barbosa, Rui Alexandre de Matos Araújo
Embedding a Neural Network into WSN furniture. HIS (2010)