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João Mendes-Moreira
João Mendes-Moreira
Associate professor, Faculty of Engineering, University of Porto / LIAAD - INESC TEC
Email confirmado em fe.up.pt
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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
6132013
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
5252012
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
118*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
1102015
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
812016
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
672016
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
662012
On predicting the taxi-passenger demand: A real-time approach
L Moreira-Matias, J Gama, M Ferreira, J Mendes-Moreira, L Damas
Portuguese Conference on Artificial Intelligence, 54-65, 2013
612013
Towards Automatic Generation of Metafeatures
F Pinto, C Soares, J Mendes-Moreira
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 215-226, 2016
542016
A general Introduction to Data Analytics
J Moreira, A Carvalho, T Horvath
512019
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
432015
Bus bunching detection by mining sequences of headway deviations
L Moreira-Matias, C Ferreira, J Gama, J Mendes-Moreira, JF de Sousa
Industrial Conference on Data Mining, 77-91, 2012
392012
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
332014
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
312015
Travel time prediction for the planning of mass transit companies: a machine learning approach
JM Moreira
Universidade do Porto, 2008
282008
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
252021
Validation of both number and coverage of bus Schedules using AVL data
L Matias, J Gama, J Mendes-Moreira, J Freire de Sousa
Intelligent Transportation Systems (ITSC), 2010 13th International IEEE …, 2010
232010
Merging Decision Trees: a case study in predicting student performance
P Strecht, J Mendes-Moreira, C Soares
International Conference on Advanced Data Mining and Applications, 535-548, 2014
212014
Features Selection for Human Activity Recognition with iPhone Inertial Sensors
N Cruz-Silva, J Mendes-Moreira, P Menezes
Portuguese Conference on Artificial Intelligence (EPIA 2013), 560-570, 2013
20*2013
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
202013
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