| Computational intelligence and financial markets: A survey and future directions RC Cavalcante, RC Brasileiro, VLF Souza, JP Nobrega, ALI Oliveira Expert Systems with Applications 55, 194-211, 2016 | 776 | 2016 |
| A method for automatic stock trading combining technical analysis and nearest neighbor classification LA Teixeira, ALI De Oliveira Expert systems with applications 37 (10), 6885-6890, 2010 | 272 | 2010 |
| GA-based method for feature selection and parameters optimization for machine learning regression applied to software effort estimation ALI Oliveira, PL Braga, RMF Lima, ML Cornélio information and Software Technology 52 (11), 1155-1166, 2010 | 253 | 2010 |
| Estimation of software project effort with support vector regression ALI Oliveira Neurocomputing 69 (13-15), 1749-1753, 2006 | 228 | 2006 |
| Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization TM Silva Filho, BA Pimentel, RMCR Souza, ALI Oliveira Expert Systems with Applications 42 (17-18), 6315-6328, 2015 | 166 | 2015 |
| Software effort estimation using machine learning techniques with robust confidence intervals PL Braga, ALI Oliveira, SRL Meira 7th international conference on hybrid intelligent systems (HIS 2007), 352-357, 2007 | 111 | 2007 |
| Bagging predictors for estimation of software project effort PL Braga, ALI Oliveira, GHT Ribeiro, SRL Meira 2007 international joint conference on neural networks, 1595-1600, 2007 | 102 | 2007 |
| A GA-based feature selection and parameters optimization for support vector regression applied to software effort estimation PL Braga, ALI Oliveira, SRL Meira Proceedings of the 2008 ACM symposium on Applied computing, 1788-1792, 2008 | 82 | 2008 |
| Fedd: Feature extraction for explicit concept drift detection in time series RC Cavalcante, LL Minku, ALI Oliveira 2016 International joint conference on neural networks (IJCNN), 740-747, 2016 | 79 | 2016 |
| A hybrid model for high-frequency stock market forecasting RA Araújo, ALI Oliveira, S Meira Expert Systems with Applications 42 (8), 4081-4096, 2015 | 71 | 2015 |
| A writer-independent approach for offline signature verification using deep convolutional neural networks features VLF Souza, ALI Oliveira, R Sabourin 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 212-217, 2018 | 65 | 2018 |
| Detecting novelties in time series through neural networks forecasting with robust confidence intervals ALI Oliveira, SRL Meira Neurocomputing 70 (1-3), 79-92, 2006 | 60 | 2006 |
| A morphological neural network for binary classification problems RA Araújo, ALI Oliveira, S Meira Engineering Applications of Artificial Intelligence 65, 12-28, 2017 | 51 | 2017 |
| A deep increasing–decreasing-linear neural network for financial time series prediction RA Araújo, N Nedjah, ALI Oliveira, SRL Meira Neurocomputing 347, 59-81, 2019 | 46 | 2019 |
| An approach to handle concept drift in financial time series based on Extreme Learning Machines and explicit Drift Detection RC Cavalcante, ALI Oliveira 2015 international joint conference on neural networks (IJCNN), 1-8, 2015 | 46 | 2015 |
| Hybrid morphological methodology for software development cost estimation RA Araújo, S Soares, ALI Oliveira Expert Systems with Applications 39 (6), 6129-6139, 2012 | 46 | 2012 |
| Entropic out-of-distribution detection D Macêdo, TI Ren, C Zanchettin, ALI Oliveira, T Ludermir 2021 international joint conference on neural networks (IJCNN), 1-8, 2021 | 41 | 2021 |
| A constructive rbf neural network for estimating the probability of defects in software modules MER Bezerra, ALI Oliveira, SRL Meira 2007 international joint conference on neural networks, 2869-2874, 2007 | 41 | 2007 |
| Tackling virtual and real concept drifts: An adaptive Gaussian mixture model approach G Oliveira, LL Minku, ALI Oliveira IEEE Transactions on Knowledge and Data Engineering, 2021 | 40 | 2021 |
| Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study D Macêdo, C Zanchettin, ALI Oliveira, T Ludermir Expert Systems with Applications 124, 271-281, 2019 | 40 | 2019 |
Sergio SoaresProfessor Associado de Ciência da Computação, Universidade Federal de PernambucoVerified email at cin.ufpe.br
