Jorge Freire de Sousa
Jorge Freire de Sousa
Associate Professor, Faculdade de Engenharia U.P.
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TitleCited byYear
Ensemble Approaches for Regression: a Survey
JFS João Mendes-Moreira, Carlos Soares, Alipio Mario
ACM Computing Surveys 45, pp.10:1-10:40, 2012
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
Comparing state-of-the-art regression methods for long term travel time prediction
J Mendes-Moreira, AM Jorge, JF de Sousa, C Soares
Intelligent Data Analysis 16 (3), 427-449, 2012
Route planning for electric buses: a case study in Oporto
D Perrotta, JL Macedo, RJF Rossetti, JF de Sousa, Z Kokkinogenis, ...
Procedia-Social and Behavioral Sciences 111, 1004-1014, 2014
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
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
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
A computer based interactive approach to crew scheduling
JF de Sousa
European Journal of Operational Research 55 (3), 382-393, 1991
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
Improving the accuracy of long-term travel time prediction using heterogeneous ensembles
J Mendes-Moreira, AM Jorge, JF de Sousa, C Soares
Neurocomputing 150, 428-439, 2015
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
Setting the length of the planning horizon in the vehicle replacement problem
JF de Sousa, RC Guimarães
European Journal of Operational Research 101 (3), 550-559, 1997
Environmental Management and Business Strategy: Structuring the Decision-Making Support in a Public Transport Company
M de Fátima Teles, JF de Sousa
Transportation research procedia 3, 155-164, 2014
Ensemble learning: A study on different variants of the dynamic selection approach
J Mendes-Moreira, AM Jorge, C Soares, JF de Sousa
International Workshop on Machine Learning and Data Mining in Pattern …, 2009
Improving svm-linear predictions using cart for example selection
JM Moreira, AM Jorge, C Soares, JF de Sousa
International Symposium on Methodologies for Intelligent Systems, 632-641, 2006
A multi-attribute ranking solutions confirmation procedure
DM Cardoso, JF De Sousa
Annals of Operations Research 138 (1), 127-141, 2005
Towards the integration of electric buses in conventional bus fleets
D Santos, Z Kokkinogenis, JF de Sousa, D Perrotta, RJF Rossetti
2016 IEEE 19th International Conference on Intelligent Transportation …, 2016
The effect of varying parameters and focusing on bus travel time prediction
JM Moreira, C Soares, AM Jorge, JF de Sousa
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 689-696, 2009
Trip time prediction in mass transit companies. a machine learning approach
JM Moreira, A Jorge, JF de SOUSA, C Soares
Advanced OR and AI methods in transportation, 2005
A general morphological analysis to support strategic management decisions in public transport companies
M de Fátima Teles, JF de Sousa
Transportation research procedia 22, 509-518, 2017
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