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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
962017
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
702016
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
282016
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
162019
Assessing OSM road positional quality with authoritative data
F Antunes, CC Fonte, MA Brovelli, M Minghini, ME Molinari, P Mooney
Proceedings of the VIII Conferência Nacional de Cartografia e Geodesia, 1-8, 2015
132015
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: Research, Methods and Applications in Urban …, 2017
122017
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
22022
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
22021
Directional Grid-Based Search for Simulation Metamodeling Using Active Learning
F Antunes, F Pereira, B Ribeiro
Intelligent Transport Systems. From Research and Development to the Market …, 2020
12020
Active learning metamodels for transportation simulators
F Antunes, B Ribeiro, F Pereira, R Gomes
Cisuc Technical Report, 2017
12017
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
12015
Opening the Simulation Box: Towards Explainable Metamodels for Enhanced Air Traffic Management Performance Assessment
C Riis, F Antunes, T Bolic, G Gurtner, F Camara Pereira, C Lima Azevedo
Transportation Research Board 102nd Annual Meeting, 2022
2022
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
Active Learning for Air Traffic Management Simulation Metamodeling
CML Azevedo, C Riis, F Antunes, FC Pereira
Transportation Research Board 101th Annual Meeting, 2022
2022
Explainable Metamodels for ATM Performance Assessment
C Riis, F Antunes, T Bolic, G Gurtner, FC Pereira, CL Azevedo
12th SESAR Innovation Days, 2022
2022
Active Learning Metamodelling for R-NEST
R Sánchez-Cauce, C Riis, F Antunes, D Mocholí, OGC Ros, FC Pereira, ...
12th SESAR Innovation Days, 2022
2022
Active Learning for Air Traffic Management Simulation Metamodeling
C Riis, F Antunes, G Gurtner, F Pereira, L Delgado, C Azevedo
2022
Active Learning Metamodels for Transport Simulation Problems
FJN Antunes
2021
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Articles 1–20