| Predicting taxi–passenger demand using streaming data L Moreira-Matias, J Gama, M Ferreira, J Mendes-Moreira, L Damas IEEE Transactions on Intelligent Transportation Systems 14 (3), 1393-1402, 2013 | 883 | 2013 |
| A survey on wind power ramp forecasting. C Ferreira, J Gama, L Matias, A Botterud, J Wang Argonne National Lab.(ANL), Argonne, IL (United States), 2011 | 240 | 2011 |
| Improving mass transit operations by using AVL-based systems: A survey L Moreira-Matias, J Mendes-Moreira, JF De Sousa, J Gama IEEE Transactions on Intelligent Transportation Systems 16 (4), 1636-1653, 2015 | 138 | 2015 |
| Time-evolving OD matrix estimation using high-speed GPS data streams L Moreira-Matias, J Gama, M Ferreira, J Mendes-Moreira, L Damas Expert systems with Applications 44, 275-288, 2016 | 117 | 2016 |
| Shared subway shuttle bus route planning based on transport data analytics X Kong, M Li, T Tang, K Tian, L Moreira-Matias, F Xia IEEE Transactions on Automation Science and Engineering 15 (4), 1507-1520, 2018 | 97 | 2018 |
| A predictive model for the passenger demand on a taxi network L Moreira-Matias, J Gama, M Ferreira, L Damas 2012 15th International IEEE Conference on Intelligent Transportation …, 2012 | 94 | 2012 |
| An online learning approach to eliminate Bus Bunching in real-time L Moreira-Matias, O Cats, J Gama, J Mendes-Moreira, JF De Sousa Applied Soft Computing 47, 460-482, 2016 | 93 | 2016 |
| On predicting the taxi-passenger demand: A real-time approach L Moreira-Matias, J Gama, M Ferreira, J Mendes-Moreira, L Damas Progress in Artificial Intelligence: 16th Portuguese Conference on …, 2013 | 72 | 2013 |
| Topology-regularized universal vector autoregression for traffic forecasting in large urban areas F Schimbinschi, L Moreira-Matias, VX Nguyen, J Bailey Expert Systems with Applications 82, 301-316, 2017 | 58 | 2017 |
| On developing a driver identification methodology using in-vehicle data recorders L Moreira-Matias, H Farah IEEE Transactions on Intelligent Transportation Systems 18 (9), 2387-2396, 2017 | 56 | 2017 |
| Validating the coverage of bus schedules: A machine learning approach J Mendes-Moreira, L Moreira-Matias, J Gama, JF de Sousa Information Sciences 293, 299-313, 2015 | 56 | 2015 |
| BRIGHT—Drift-aware demand predictions for taxi networks A Saadallah, L Moreira-Matias, R Sousa, J Khiari, E Jenelius, J Gama IEEE Transactions on Knowledge and Data Engineering 32 (2), 234-245, 2018 | 53 | 2018 |
| Bus bunching detection by mining sequences of headway deviations L Moreira-Matias, C Ferreira, J Gama, J Mendes-Moreira, JF de Sousa Advances in Data Mining. Applications and Theoretical Aspects: 12th …, 2012 | 42 | 2012 |
| Multi-scale and multi-scope convolutional neural networks for destination prediction of trajectories J Lv, Q Sun, Q Li, L Moreira-Matias IEEE Transactions on Intelligent Transportation Systems 21 (8), 3184-3195, 2019 | 37 | 2019 |
| An incremental probabilistic model to predict bus bunching in real-time L Moreira-Matias, J Gama, J Mendes-Moreira, J Freire de Sousa Advances in Intelligent Data Analysis XIII: 13th International Symposium …, 2014 | 36 | 2014 |
| Method to control vehicle fleets to deliver on-demand transportation services L Moreira-Matias, A Saadallah, J Khiari US Patent 10,192,448, 2019 | 28 | 2019 |
| Metabags: Bagged meta-decision trees for regression J Khiari, L Moreira-Matias, A Shaker, B Ženko, S Džeroski Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 27 | 2019 |
| Automated setting of bus schedule coverage using unsupervised machine learning J Khiari, L Moreira-Matias, V Cerqueira, O Cats Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016 | 27 | 2016 |
| Validation of both number and coverage of bus Schedules using AVL data L Matias, J Gama, J Mendes-Moreira, JF De Sousa 13th International IEEE Conference on Intelligent Transportation Systems …, 2010 | 27 | 2010 |
| Vehicular sensing: Emergence of a massive urban scanner M Ferreira, R Fernandes, H Conceiçao, P Gomes, PM d’Orey, ... Sensor Systems and Software: Third International ICST Conference, S-Cube …, 2012 | 23 | 2012 |
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt