Luis Moreira-Matias
Luis Moreira-Matias
Head of Data Science, Finiata
Verified email at finiata.com - Homepage
Title
Cited by
Cited by
Year
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
4862013
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
1962011
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
1002015
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
662016
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
632012
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
582016
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
532013
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
442018
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
412015
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
362012
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
302017
An incremental probabilistic model to predict bus bunching in real-time
L Moreira-Matias, J Gama, J Mendes-Moreira, JF de Sousa
International Symposium on Intelligent Data Analysis, 227-238, 2014
302014
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
292017
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
212010
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
202018
Drift3flow: Freeway-incident prediction using real-time learning
L Moreira-Matias, F Alesiani
2015 IEEE 18th international conference on intelligent transportation …, 2015
182015
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
172012
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
162016
Concept neurons–handling drift issues for real-time industrial data mining
L Moreira-Matias, J Gama, J Mendes-Moreira
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
142016
An Online Recommendation System for the Taxi Stand choice Problem (Poster)
L Moreira-Matias, R Fernandes, J Gama, M Ferreira, J Mendes-Moreira, ...
Vehicular Networking Conference (VNC), 2012 IEEE, 173-180, 2012
142012
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