| Predicting Taxi–Passenger Demand Using Streaming Data L Moreira-Matias, J Gama, M Ferreira, J Mendes-Moreira, L Damas Transactions on Intelligent Transportation Systems, 1393-1402, 2013 | 883 | 2013 |
| Ensemble approaches for regression: a survey J Mendes-Moreira, C Soares, AM Jorge, F de Sousa, Jorge ACM Computing Surveys 45, 10:1-10:40, 2012 | 821 | 2012 |
| A comparative study of regression and classification algorithms for modelling students' academic performance P Strecht, L Cruz, C Soares, J Mendes-Moreira, R Abreu The 8th International Conference on Educational Data Mining, 392-395, 2015 | 171* | 2015 |
| 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 |
| A general Introduction to Data Analytics J Moreira, A Carvalho, T Horvath | 97 | 2019 |
| 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 |
| Comparing state-of-the-art regression methods for long term travel time prediction J Mendes-Moreira, AM Jorge, J Freire de Sousa, C Soares Intelligent Data Analysis 16 (3), 427-449, 2012 | 75 | 2012 |
| An Ensemble of Autonomous Auto-Encoders for Human Activity Recognition KD Garcia, CR Sá, M Poel, T Carvalho, J Mendes-Moreira, JMP Cardoso, ... Neurocomputing 439, 271-280, 2021 | 74 | 2021 |
| 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 |
| Towards automatic generation of metafeatures F Pinto, C Soares, J Mendes-Moreira Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016 | 71 | 2016 |
| Validating the coverage of bus schedules: A Machine Learning approach J Mendes-Moreira, L Moreira-Matias, J Gama, JF de Sousa Information Sciences 293 (1), 299-313, 2015 | 56 | 2015 |
| Improving the Accuracy of Long-Term Travel Time Prediction Using Heterogeneous Ensembles J Mendes-Moreira, AM Jorge, J Freire de Sousa, C Soares Neurocomputing 150, 428-439, 2015 | 50 | 2015 |
| Machine Learning predictive model of grapevine yield based on agroclimatic patterns MS Sirsat, J Mendes-Moreira, C Ferreira, M Cunha Engineering in Agriculture, Environment and Food 12 (4), 443-450, 2019 | 47 | 2019 |
| 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 |
| Embedding Traffic Network Characteristics Using Tensor for Improved Traffic Prediction M Bhanu, J Mendes-Moreira, J Chandra IEEE transactions on Intelligent Transportation Systems 22 (6), 3359-3371, 2021 | 40 | 2021 |
| An Incremental Probabilistic Model to Predict Bus Bunching in Real-Time L Moreira-Matias, J Gama, J Mendes-Moreira, J Freire de Sousa Intelligent Data Analysis 2014, 227-238, 2014 | 36 | 2014 |
| Travel time prediction for the planning of mass transit companies: a machine learning approach JM Moreira Universidade do Porto, 2008 | 32 | 2008 |
| Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models PH Abreu, DC Silva, J Mendes-Moreira, LP Reis, J Garganta International Journal of Computational Intelligence Systems 6 (5), 893-910, 2013 | 31 | 2013 |
| Merging Decision Trees: a case study in predicting student performance P Strecht, J Mendes-Moreira, C Soares Advanced Data Mining and Applications: 10th International Conference, ADMA …, 2014 | 30 | 2014 |
Carlos SoaresAssociate Professor, Faculdade de Engenharia da U. Porto/External Advisor at Fraunhofer AICOS確認したメール アドレス: fe.up.pt
