Следене
Germano Vasconcelos
Germano Vasconcelos
Professor Associado, Centro de Informatica, Universidade Federal de Pernambuco
Потвърден имейл адрес: cin.ufpe.br - Начална страница
Заглавие
Позовавания
Позовавания
Година
A new intelligent system methodology for time series forecasting with artificial neural networks
TAE Ferreira, GC Vasconcelos, PJL Adeodato
Neural Processing Letters 28, 113-129, 2008
1312008
A hybrid search method for the vehicle routing problem with time windows
HC Brandão de Oliveira, GC Vasconcelos
Annals of Operations Research 180, 125-144, 2010
1072010
Investigating feedforward neural networks with respect to the rejection of spurious patterns
GC Vasconcelos, MC Fairhurst, DL Bisset
Pattern Recognition Letters 16 (2), 207-212, 1995
671995
MLP ensembles improve long term prediction accuracy over single networks
PJL Adeodato, AL Arnaud, GC Vasconcelos, RCLV Cunha, ...
International Journal of Forecasting 27 (3), 661-671, 2011
662011
Boosting the performance of over-sampling algorithms through under-sampling the minority class
RFAB de Morais, GC Vasconcelos
Neurocomputing 343, 3-18, 2019
472019
A new evolutionary method for time series forecasting
TAE Ferreira, GC Vasconcelos, PJL Adeodato
Proceedings of the 7th annual conference on genetic and evolutionary …, 2005
392005
Hybrid differential evolutionary system for financial time series forecasting
RA Araujo, GC Vasconcelos, TAE Ferreira
2007 IEEE Congress on Evolutionary Computation, 4329-4336, 2007
312007
A multi-start simulated annealing algorithm for the vehicle routing problem with time windows
HCB de Oliveira, GC Vasconcelos, GB Alvarenga
2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06), 137-142, 2006
242006
Function approximation by polynomial wavelets generated from powers of sigmoids
JF Marar, ECB Carvalho Filho, GC Vasconcelos
Wavelet Applications III 2762, 365-374, 1996
231996
A neural network based solution for the credit risk assessment problem
GC Vasconcelos, PJL Adeodato, DSMP Monteiro
IV Brazilian Conference on Neural Networks, São José dos Campos, 1999
221999
The power of sampling and stacking for the pakdd-2007 cross-selling problem
PJL Adeodato, GC Vasconcelos, AL Arnaud, RCLV Cunha, ...
International Journal of Data Warehousing and Mining (IJDWM) 4 (2), 22-31, 2008
182008
Efficient detection of spurious inputs for improving the robustness of MLP networks in practical applications
GC Vasconcelos, MC Fairhurst, DL Bisset
Neural Computing & Applications 3, 202-212, 1995
181995
A hybrid intelligent system approach for improving the prediction of real world time series
TAE Ferreira, GC Vasconcelos, PJL Adeodato
Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No …, 2004
172004
A perturbative approach for enhancing the performance of time series forecasting
PSG de Mattos Neto, TAE Ferreira, AR Lima, GC Vasconcelos, ...
Neural Networks 88, 114-124, 2017
162017
A new evolutionary approach for time series forecasting
TAE Ferreira, GC Vasconcelos, PJL Adeodato
2007 IEEE Symposium on Computational Intelligence and Data Mining, 616-623, 2007
162007
Neural Networks vs Logistic Regression: a Comparative Study on a Large Data Set.
PJL Adeodato, GC Vasconcelos, AL Arnaud, RAF Santos, RCLV Cunha, ...
ICPR (3), 355-358, 2004
152004
A robust method for the vrptw with multi-start simulated annealing and statistical analysis
HCB de Oliveira, GC Vasconcelos, GB Alvarenga, RV Mesquita, ...
2007 IEEE Symposium on Computational Intelligence in Scheduling, 198-205, 2007
142007
Object recognition under severe occlusions with a hidden Markov model approach
FA Guerrero-Peña, GC Vasconcelos
Pattern Recognition Letters 86, 68-75, 2017
132017
Reducing traveled distance in the vehicle routing problem with time windows using a multi-start simulated annealing
HCB de Oliveira, GC Vasconcelos, GB Alvarenga
The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006
132006
A bootstrap-like rejection mechanism for multilayer perceptron networks
GC Vasconcelos, MC Fairhurst, DL Bisset
II Simposio Brasileiro de Redes Neurais, São Carlos-SP, Brazil, 167-172, 1995
121995
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Статии 1–20