| 2019 | CEC | Analysis of Cuckoo Search Efficiency. | Carlos Eduardo M. Barbosa, Germano C. Vasconcelos |
| 2019 | IJCNN | Improving Fast Adaptive Stacking of Ensembles. | Laura Maria Palomino Mario, Juan Isidro Gonzlez Hidalgo, Roberto S. M. Barros, Germano C. Vasconcelos |
| 2018 | ICAISC | Eight Bio-inspired Algorithms Evaluated for Solving Optimization Problems. | Carlos Eduardo M. Barbosa, Germano C. Vasconcelos |
| 2016 | CEC | Cuckoo search optimization for short term wind energy forecasting. | Carlos Eduardo M. Barbosa, Germano C. Vasconcelos |
| 2015 | IJCNN | Case-based reasoning combined with neural networks for credit risk analysis. | Cesar Silva, Germano C. Vasconcelos, Hadautho Barros, Gabriel Franca |
| 2012 | CEC | An experimental investigation of artificial immune system algorithms for credit risk assessment applications. | Antnio I. S. Nascimento, Germano C. Vasconcelos |
| 2009 | IJCNN | The role of temporal feature extraction and bagging of MLP neural networks for solving the WCCI 2008 Ford Classification Challenge. | Paulo J. L. Adeodato, Adrian L. Arnaud, Germano C. Vasconcelos, Rodrigo C. L. V. Cunha, Tarcsio B. Gurgel, Domingos S. M. P. Monteiro |
| 2008 | ICPR | A systematic solution for the NN3 Forecasting Competition problem based on an ensemble of MLP neural networks. | Paulo J. L. Adeodato, Germano C. Vasconcelos, Adrian L. Arnaud, Rodrigo C. L. V. Cunha, Domingos Svio Malaquias Pessoa Monteiro |
| 2007 | CEC | An evolutionary Morphological-Rank-Linear approach for time series prediction. | Ricardo de A. Arajo, Germano C. Vasconcelos, Tiago A. E. Ferreira |
| 2007 | CEC | Hybrid differential evolutionary system for financial time series forecasting. | Ricardo de A. Arajo, Germano C. Vasconcelos, Tiago A. E. Ferreira |
| 2007 | CIDM | A New Evolutionary Approach for Time Series Forecasting. | Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato |
| 2006 | HIS | Parametrical Adjusting of a Hybrid System for the Vehicle Routing Problem with Time Windows. | Humberto Cesar Brandao de Oliveira, Germano C. Vasconcelos, Rafael Vargas Mesquita, Mariane Moreira de Souza |
| 2006 | IJCNN | Reducing Traveled Distance in the Vehicle Routing Problem with Time Windows using a Multi-Start Simulated Annealing. | Humberto Cesar Brandao de Oliveira, Germano C. Vasconcelos, Guilherme Bastos Alvarenga |
| 2005 | GECCO | A new evolutionary method for time series forecasting. | Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato |
| 2004 | CEC | A hybrid intelligent system approach for improving the prediction of real world time series. | Tiago A. E. Ferreira, Germano C. Vasconcelos, Paulo J. L. Adeodato |
| 2004 | ICPR | Neural Networks vs Logistic Regression: a Comparative Study on a Large Data Set. | Paulo J. L. Adeodato, Germano C. Vasconcelos, Adrian L. Arnaud, Roberto A. F. Santos, Rodrigo C. L. V. Cunha, Domingos S. M. P. Monteiro |
| 1997 | ICONIP | An Experimental Evaluation of the Cascade-Correlation Network in Pattern Recognition Problems. | Germano C. Vasconcelos, Juliana N. G. Ribeiro |