@article{cisuc-5813-2019,
author={Francisco Antunes and , M.A. and Pereira, F.C. and Ribeiro, B. },
title={Active learning metamodeling for policy analysis: application to an Emergency Medical Service simulator},
journal={Simulation Modelling Practice and Theory},
number={n/a},
pages={n/a},
year=2019,
address={n/a},
}
@article{cisuc-5835-2019,
author={, M.A. and Francisco Antunes and Ferreira, S. and Couto, A. },
title={An Integrated Approach for Strategic and Tactical Decisions for The Emergency Medical Service: Exploring Optimization and Metamodel-Based Simulation for Vehicle Location},
journal={Computers & Industrial Engineering},
number={n/a},
pages={n/a},
year=2019,
address={n/a},
}
@article{cisuc-5464-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. and Gomes, R. },
title={Efficient Transport Simulation With Restricted Batch-Mode Active Learning},
journal={IEEE Transactions in Intelligent Transportation Systems (T-ITS)},
number={n/a},
pages={n/a},
year=2018,
address={n/a},
}
@article{cisuc-5120-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Probabilistic Modeling and Visualization for Bankruptcy Prediction},
journal={Applied Soft Computing, Elsevier},
volume={60},
number={n/a},
pages={831--843},
year=2017,
address={n/a},
}
@article{cisuc-4596-2016,
author={Demissie, M.G. and Phithakkitnukoon, S. and Sukhvibul, T. and Francisco Antunes and Gomes, R. and Bento, C. },
title={Inferring Passenger Travel Demand to Improve Urban Mobility in Developing Countries Using Cell Phone Data: A Case Study of Senegal},
journal={IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS},
number={n/a},
pages={n/a},
year=2016,
address={n/a},
}
@article{cisuc-4297-2015,
author={Demissie, M.G. and Phithakkitnukoon, S. and Sukhvibul, T. and Francisco Antunes and Gomes, R. and Bento, C. },
title={Inferring Passenger Travel Demand to Improve Urban Mobility in Developing Countries Using Cell-phone Data: A case study of Senegal},
journal={Transactions on Intelligent Transportation Systems},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@inproceedings{cisuc-5717-2019,
author={Francisco Antunes and , M.A. and Ribeiro, B. and Pereira, F.C. },
title={An active learning metamodeling approach for policy analysis: application to an emergency medical service simulator},
booktitle={Transportation Research Board (TRB)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5814-2019,
author={Francisco Antunes and , M.A. and Pereira, F.C. and Ribeiro, B. },
title={Policy Analysis for Emergency Medical Systems using Simulation Metamodels},
booktitle={Encontro Ciência 2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5836-2019,
author={Francisco Antunes and , M.A. and Pereira, F.C. and Ribeiro, B. },
title={Metamodeling based on active learning: application to an Emergency Medical System simulator},
booktitle={12th CITTA INTERNATIONAL CONFERENCE ON PLANNING RESEARCH},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6047-2019,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Directional Grid-based Search for Simulation Metamodeling using Active Learning},
booktitle={3rd EAI International Conference on Intelligent Transport Systems (INTSYS 2019)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6049-2019,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Studying the behavior of a simulated Emergency Medical System using Active Learning},
booktitle={Portuguese Conference on Pattern Recognition (RECPAD 2019)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5428-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Active Learning for Input Space Exploration in Traffic Simulators},
booktitle={International Joint Conference in Neural Networks (IEEE WCCI - IJCNN)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5511-2018,
author={Coimbra, L. and Francisco Antunes and Seco, Á. and Ribeiro, B. },
title={Exploratory Scenario Design in Transportation Planning},
booktitle={8th Luso-Brazilian Congress for Urban, Regional, Integrated and Sustainable Planning (PLURIS 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5533-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Application of active learning metamodels and clustering techniques to emergency medical service policy analysis},
booktitle={RECPAD},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5541-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Exploring the Output Behavior of Traffic Simulators using Batch-mode Active Learning},
booktitle={Ciência 2018},
year=2018,
address={n/a},
}
@inproceedings{cisuc-4880-2017,
author={Gomes, R. and Demissie, M.G. and Francisco Antunes and Bento, C. and Alves, A. and Aguiar, A. },
title={URBY.SENSE - Urban mobility analysis and prediction for non-routine scenarios using digital footprints},
booktitle={GET2017 - 14. Encontro Annual do Grupo de Estudos em Transportes},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5079-2017,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Active Learning for Scenario Exploration in Transport & Land-Use Simulation Models},
booktitle={14th Annual Transports Study Group Meeting, February 20-21, Fatima, Portugal.},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5121-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. and Zegras, C. },
title={Active Learning Metamodeling for Scenario Discovery in Transportation Simulators},
booktitle={Transport Summer Summit at Technical University of Denmark},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5176-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Active Learning GP-based Metamodels for Input Exploration in Transportation Simulation Models},
booktitle={23rd Portuguese Conference on Pattern Recognition - RECPAD 2017},
year=2017,
address={n/a},
}
@inproceedings{cisuc-4770-2016,
author={Demissie, M.G. and Phithakkitnukoon, S. and Sukhvibul, T. and Francisco Antunes and Bento, C. },
title={Inferring Origin-Destination Flows Using Mobile Phone Data: A Case Study of Senegal},
booktitle={Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), 2016 13th International Conference on},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4279-2015,
author={Silva, P. and Francisco Antunes and Gomes, R. and Bento, C. },
title={Demand Modelling for Responsive Transport systems using digital footprints},
booktitle={EPIA 2015 - 17th Portuguese Conference on Artificial Intelligence},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4206-2014,
author={Francisco Antunes and O’Sullivan, A. and Rodrigues, F. and Pereira, F.C. },
title={Accounting for Heteroscedasticity in Big Data},
booktitle={Workshop on Big Data and Urban Informatics},
year=2014,
address={n/a},
}
@inbook{cisuc-6048-2020,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Directional Grid-based Search for Simulation Metamodeling using Active Learning},
chapter={3},
publisher={Springer},
booktitle={Intelligent Transport Systems. From Research and Development to the Market Uptake },
volume={310},
edition={1},
pages={32--46},
year=2020,
address={n/a},
}
@inbook{cisuc-5187-2016,
author={Francisco Antunes and O’Sullivan, A. and Rodrigues, F. and Pereira, F.C. },
title={A Review of Heteroscedasticity Treatment with Gaussian Processes and Quantile Regression Meta-models},
chapter={9},
publisher={Springer},
booktitle={Seeing Cities Through Big Data},
volume={1},
edition={1},
pages={141--160},
year=2016,
address={n/a},
}
@techreport{cisuc-5386-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. and Gomes, R. },
title={Active Learning Metamodels for Transportation Simulators},
number={TR-2017-005},
year=2017,
address={n/a},
}