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João Mendes-Moreira
João Mendes-Moreira
Associate professor, Faculty of Engineering, University of Porto / LIAAD - INESC TEC
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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
8152013
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
7642012
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
161*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
1362015
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
1152016
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
882016
A general Introduction to Data Analytics
J Moreira, A Carvalho, T Horvath
822019
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
732012
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
702013
Towards automatic generation of metafeatures
F Pinto, C Soares, J Mendes-Moreira
Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016
682016
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
592021
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
552015
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
482015
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
412012
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
362019
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
362014
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
322021
Travel time prediction for the planning of mass transit companies: a machine learning approach
JM Moreira
Universidade do Porto, 2008
302008
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
292014
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
282013
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