Luis Moreira-Matias
Luis Moreira-Matias
Head of Data Science, Kreditech Holding SSL
Verified email at kreditech.com - Homepage
TitleCited byYear
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
2822013
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
1682011
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
832015
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
472016
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
462013
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
402012
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
332016
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
292015
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
282012
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
212018
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
212014
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
172010
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
152017
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
152017
Drift3Flow: Freeway-incident prediction using real-time learning
L Moreira-Matias, F Alesiani
2015 IEEE 18th international conference on intelligent transportation …, 2015
152015
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
122016
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
112012
Online predictive model for taxi services
L Moreira-Matias, J Gama, M Ferreira, J Mendes-Moreira, L Damas
International Symposium on Intelligent Data Analysis, 230-240, 2012
112012
Text categorization using an ensemble classifier based on a mean co-association matrix
L Moreira-Matias, J Mendes-Moreira, J Gama, P Brazdil
International Workshop on Machine Learning and Data Mining in Pattern …, 2012
112012
Using exit time predictions to optimize self automated parking lots
R Nunes, L Moreira-Matias, M Ferreira
17th International IEEE Conference on Intelligent Transportation Systems …, 2014
102014
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Articles 1–20