| 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 | 138 | 2008 |
| 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 | 65 | 2011 |
| A systematic review of predicting elections based on social media data: research challenges and future directions KDS Brito, RLC Silva Filho, PJL Adeodato IEEE Transactions on Computational Social Systems 8 (4), 819-843, 2021 | 48 | 2021 |
| 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 | 39 | 2005 |
| PCA and Gaussian noise in MLP neural network training improve generalization in problems with small and unbalanced data sets IBV da Silva, PJL Adeodato Neural networks (IJCNN), the 2011 international joint conference on, 2664-2669, 2011 | 37 | 2011 |
| A framework for data transformation in credit behavioral scoring applications based on model driven development R Neto, PJ Adeodato, AC Salgado Expert Systems with Applications 72, 293-305, 2017 | 34 | 2017 |
| Machine learning for predicting elections in Latin America based on social media engagement and polls K Brito, PJL Adeodato Government Information Quarterly 40 (1), 101782, 2023 | 29 | 2023 |
| 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 | 25 | 2007 |
| Measuring the performances of politicians on social media and the correlation with major Latin American election results K Brito, PJL Adeodato Government Information Quarterly 39 (4), 101745, 2022 | 23 | 2022 |
| Predição de desempenho de escolas privadas usando o ENEM como indicador de qualidade escolar PJL Adeodato, MM Santos Filho, RL Rodrigues Brazilian Symposium on Computers in Education (Simpósio Brasileiro de …, 2014 | 22 | 2014 |
| A neural Network based solution for the credit risk assessment problem GC Vasconcelos, PJL Adeodato, D Monteiro IV Brazilian Conference on Neural Networks, São José dos Campos, 1999 | 22 | 1999 |
| Evasão Escolar: Aplicando Mineração de Dados para Identificar Variáveis Relevantes C Bezerra, R Scholz, P Adeodato, T Lucas, I Ataide Brazilian Symposium on Computers in Education (Simpósio Brasileiro de …, 2016 | 20 | 2016 |
| 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 | 18 | 2008 |
| 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 | 18 | 2004 |
| A data mining approach for preventing undergraduate students retention HRB da Silva, PJL Adeodato The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 17 | 2012 |
| 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 | 17 | 2004 |
| Predicting Brazilian and US Elections with Machine Learning and Social Media Data K dos Santos Brito, PJL Adeodato 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 16 | 2020 |
| Continuous dynamical combination of short and long-term forecasts for nonstationary time series DSP Salazar, PJL Adeodato, AL Arnaud IEEE transactions on neural networks and learning systems 25 (1), 241-246, 2013 | 15 | 2013 |
| Predicting software defects: A cost-sensitive approach MER Bezerra, ALI Oliveiray, PJL Adeodato Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on …, 2011 | 14 | 2011 |
| Improving reinforcement learning algorithms by the use of data mining techniques for feature and action selection DC de L Vieira, PJL Adeodato, PM Gonçalves Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on …, 2010 | 14 | 2010 |
Kellyton BritoProfessor de Ciência da Computação, Universidade Federal Rural de PernambucoVerified email at ufrpe.br
