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Luis Moreira-Matias
Luis Moreira-Matias
Head of Data Science, Finiata
Adresse e-mail validée de finiata.com - Page d'accueil
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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
6002013
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
2022011
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
1092015
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
772016
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
712012
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
662016
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
602013
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
562018
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
432015
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
392017
Bus bunching detection by mining sequences of headway deviations
L Moreira-Matias, C Ferreira, J Gama, J Mendes-Moreira, JF Sousa
Industrial Conference on Data Mining, 77-91, 2012
392012
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
372017
An incremental probabilistic model to predict bus bunching in real-time
L Moreira-Matias, J Gama, J Mendes-Moreira, J Freire de Sousa
International Symposium on Intelligent Data Analysis, 227-238, 2014
332014
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
322018
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
232010
Vehicular sensing: Emergence of a massive urban scanner
M Ferreira, R Fernandes, H Conceiçao, P Gomes, PM d’Orey, ...
International Conference on Sensor Systems and Software, 1-14, 2012
202012
Automated setting of bus schedule coverage using unsupervised machine learning
J Khiari, L Moreira-Matias, V Cerqueira, O Cats
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 552-564, 2016
182016
Drift3flow: Freeway-incident prediction using real-time learning
L Moreira-Matias, F Alesiani
2015 IEEE 18th international conference on intelligent transportation …, 2015
172015
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
152019
Metabags: Bagged meta-decision trees for regression
J Khiari, L Moreira-Matias, A Shaker, B Ženko, S Džeroski
Joint european conference on machine learning and knowledge discovery in …, 2018
152018
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