| Class imbalance evolution and verification latency in just-in-time software defect prediction GG Cabral, LL Minku, E Shihab, S Mujahid 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE …, 2019 | 93 | 2019 |
| An investigation of cross-project learning in online just-in-time software defect prediction S Tabassum, LL Minku, D Feng, GG Cabral, L Song Proceedings of the acm/ieee 42nd international conference on software …, 2020 | 68 | 2020 |
| Combining nearest neighbor data description and structural risk minimization for one-class classification GG Cabral, ALI Oliveira, CBG Cahú Neural Computing and Applications 18 (2), 175-183, 2009 | 40 | 2009 |
| Time series forecasting in the presence of concept drift: A pso-based approach GHFM Oliveira, RC Cavalcante, GG Cabral, LL Minku, ALI Oliveira 2017 IEEE 29th International Conference on Tools with Artificial …, 2017 | 34 | 2017 |
| Towards reliable online just-in-time software defect prediction GG Cabral, LL Minku IEEE Transactions on Software Engineering 49 (3), 1342-1358, 2022 | 31 | 2022 |
| One-class classification for heart disease diagnosis GG Cabral, ALI de Oliveira 2014 IEEE International conference on systems, man, and cybernetics (SMC …, 2014 | 29 | 2014 |
| Class imbalance evolution and verification latency in just-in-time software defect prediction. In 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE) GG Cabral, LL Minku, E Shihab, S Mujahid IEEE, 666ś676. https://doi. org/10.1109/ICSE, 2019 | 19 | 2019 |
| One-class classification based on searching for the problem features limits GG Cabral, ALI Oliveira Expert Systems with Applications 41 (16), 7182-7199, 2014 | 19 | 2014 |
| Preprocessing unbalanced data using weighted support vector machines for prediction of heart disease in children TR Tavares, ALI Oliveira, GG Cabral, SS Mattos, R Grigorio The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013 | 14 | 2013 |
| A novel one-class classification method based on feature analysis and prototype reduction GG Cabral, ALI de Oliveira 2011 IEEE International Conference on Systems, Man, and Cybernetics, 983-988, 2011 | 13 | 2011 |
| A comparative study of machine learning techniques for caries prediction RD Montenegro, ALI Oliveira, GG Cabral, CRT Katz, A Rosenblatt 2008 20th IEEE international conference on tools with artificial …, 2008 | 11 | 2008 |
| A novel method for one-class classification based on the nearest neighbor data description and structural risk minimization GG Cabral, ALI Oliveira, CBG Cahu 2007 International Joint Conference on Neural Networks, 1976-1981, 2007 | 11 | 2007 |
| Extreme learning machines for intrusion detection systems GPM de Farias, ALI de Oliveira, GG Cabral Neural Information Processing: 19th International Conference, ICONIP 2012 …, 2012 | 9 | 2012 |
| An investigation of cross-project learning in online just-in-time software defect prediction. In 2020 IEEE/ACM 42nd International Conference on Software Engineering (ICSE) S Tabassum, LL Minku, D Feng, GG Cabral, L Song IEEE, 2020 | 6 | 2020 |
| A hybrid method for novelty detection in time series based on states transitions and swarm intelligence GG Cabral, ALI Oliveira The 2010 International Joint Conference on Neural Networks (IJCNN), 1-8, 2010 | 5 | 2010 |
| An investigation of online and offline learning models for online Just-in-Time Software Defect Prediction GG Cabral, LL Minku, ALI Oliveira, DA Pessoa, S Tabassum Empirical Software Engineering 28 (5), 121, 2023 | 4 | 2023 |
| One-class classification through optimized feature boundaries detection and prototype reduction GG Cabral, ALI Oliveira International Conference on Artificial Neural Networks, 693-700, 2012 | 3 | 2012 |
| A comparative analysis of one-class structural risk minimization by support vector machines and nearest neighbor rule GG Cabral, ALI Oliveira IFIP International Conference on Artificial Intelligence in Theory and …, 2008 | 3 | 2008 |
| Extreme learning machines for intrusion detection systems, neural information processing G Farias, A Oliveira, G Cabral Proceedings of the 19th International Conference, ICONIP, 535-543, 2012 | 2 | 2012 |
| Novelty Detection Based on Genuine Normal and Artificially Generated Novelty Examples GG Cabral, ALI de Oliveira 2016 5th Brazilian Conference on Intelligent Systems (BRACIS), 319-324, 2016 | 1 | 2016 |
Adriano L I OliveiraAssociate Professor, Centro de Informática - UFPE在 cin.ufpe.br 的电子邮件经过验证
