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Francisco Antunes
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Probabilistic modeling and visualization for bankruptcy prediction
F Antunes, B Ribeiro, F Pereira
Applied Soft Computing 60, 831-843, 2017
952017
Inferring passenger travel demand to improve urban mobility in developing countries using cell phone data: A case study of Senegal
MG Demissie, S Phithakkitnukoon, T Sukhvibul, F Antunes, R Gomes, ...
IEEE Transactions on Intelligent Transportation Systems 17 (9), 2466-2478, 2016
662016
Inferring origin-destination flows using mobile phone data: A case study of Senegal
MG Demissie, F Antunes, C Bento, S Phithakkitnukoon, T Sukhvibul
2016 13th International conference on electrical engineering/electronics …, 2016
262016
An integrated approach for strategic and tactical decisions for the emergency medical service: Exploring optimization and metamodel-based simulation for vehicle location
M Amorim, F Antunes, S Ferreira, A Couto
Computers & Industrial Engineering 137, 106057, 2019
152019
A review of heteroscedasticity treatment with Gaussian processes and quantile regression meta-models
F Antunes, A O’Sullivan, F Rodrigues, F Pereira
Seeing Cities Through Big Data, 141-160, 2017
122017
Assessing OSM road positional quality with authoritative data
F Antunes, CC Fonte, MA Brovelli, M Minghini, ME Molinari, P Mooney
VIII Conferência Nacional de Cartografia e Geodésia, 1-8, 2015
122015
Efficient transport simulation with restricted batch-mode active learning
F Antunes, B Ribeiro, FC Pereira, R Gomes
IEEE Transactions on Intelligent Transportation Systems 19 (11), 3642-3651, 2018
82018
Active learning metamodeling for policy analysis: Application to an emergency medical service simulator
F Antunes, M Amorim, FC Pereira, B Ribeiro
Simulation Modelling Practice and Theory 97, 101947, 2019
72019
Bayesian Active Learning with Fully Bayesian Gaussian Processes
C Riis, FN Antunes, FB Hüttel, CL Azevedo, FC Pereira
arXiv preprint arXiv:2205.10186, 2022
12022
Active Learning Metamodels for ATM Simulation Modeling
C Riis, F Antunes, G Gurtner, FC Pereira, L Delgado, CML Azevedo
Proceedings of the 11th SESAR Innovation Days 2021, 2021
12021
Directional Grid-Based Search for Simulation Metamodeling Using Active Learning
F Antunes, F Pereira, B Ribeiro
International Conference on Intelligent Transport Systems, 32-46, 2020
12020
Active learning metamodels for transportation simulators
F Antunes, B Ribeiro, F Pereira, R Gomes
Cisuc Technical Report, 2017
12017
Active learning metamodelling for survival rate analysis of simulated emergency medical systems
F Antunes, M Amorim, F Pereira, B Ribeiro
Transportmetrica A: Transport Science, 1-22, 2022
2022
An integrated approach for strategic and tactical decisions for the emergency medical service
MR Soares Amorim, F Antunes, S Ferreira, A Couto
2019
Active learning metamodeling for policy analysis
F Antunes, MR Soares Amorim, FC Pereira, B Ribeiro
2019
Active Learning for Input Space Exploration in Traffic Simulators
F Antunes, B Ribeiro, F Pereira
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
2018
Accounting for Heteroscedasticity in Big Data
FN Antunes, A O’Sullivan, F Rodrigues, F Pereira
Proc. NSF Workshop on Big Data and Urban Informatics, 276, 2015
2015
Demand Modelling for Responsive Transport Systems Using Digital Footprints
P Silva, F Antunes, R Gomes, C Bento
Portuguese Conference on Artificial Intelligence, 181-186, 2015
2015
Active Learning for Air Traffic Management Simulation Metamodeling
C Riis, F Antunes, G Gurtner, F Pereira, L Delgado, C Azevedo
Exploratory Scenario Design in Transportation Planning
L Coimbra, F Antunes, Á Seco, B Ribeiro
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Articles 1–20