@article{cisuc-4781-2017,
author={Rodrigues, F. and Borysov, S. and Ribeiro, B. and Pereira, F.C. },
title={A Bayesian additive model for understanding public transport usage in special events},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
number={n/a},
pages={n/a},
year=2017,
address={n/a},
}
@article{cisuc-4809-2017,
author={Rodrigues, F. and , M.L. and Ribeiro, B. and Pereira, F.C. },
title={Learning Supervised Topic Models for Classification and Regression from Crowds},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
number={n/a},
pages={n/a},
year=2017,
address={n/a},
}
@article{cisuc-4170-2015,
author={Jiang, S. and Alves, A. and Rodrigues, F. and Ferreira, J. and Pereira, F.C. },
title={Mining point-of-interest data from social networks for urban land use classification and disaggregation},
editor={J.C. Thill},
journal={Computers, Environment and Urban Systems},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@article{cisuc-4239-2015,
author={Pereira, F.C. and Rodrigues, F. and Polisciuc, E. and Ben-Akiva, M. },
title={Why so many people? Explaining Nonhabitual Transport Overcrowding With Internet Data },
editor={IEEE},
journal={Transactions on Intelligent Transportation Systems},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@article{cisuc-3421-2013,
author={Rodrigues, F. and Alves, A. and Polisciuc, E. and Jiang, S. and Ferreira, J. and Pereira, F.C. },
title={Estimating disaggregated employment size from Points-of-Interest and census data: From mining the web to model implementation and visualization},
journal={International Journal on Advanced Intelligent Systems},
volume={6},
number={2},
pages={41--52},
year=2013,
address={n/a},
}
@article{cisuc-3422-2013,
author={Rodrigues, F. and Pereira, F.C. and Ribeiro, B. },
title={Learning from Multiple Annotators: Distinguishing Good from Random Labelers},
journal={Pattern Recognition Letters, Elsevier},
number={n/a},
pages={n/a},
year=2013,
address={n/a},
}
@article{cisuc-3564-2013,
author={Rodrigues, F. and Pereira, F.C. and Ribeiro, B. },
title={Sequence labeling with multiple annotators},
editor={Hal Daume, III},
journal={Machine Learning, Springer},
number={n/a},
pages={n/a},
year=2013,
address={n/a},
}
@article{cisuc-3567-2013,
author={Pereira, F.C. and Rodrigues, F. and Ben-Akiva, M. },
title={Text analysis in incident duration prediction},
journal={Transportation Research Part C, Elsevier},
number={n/a},
pages={n/a},
year=2013,
address={n/a},
}
@article{cisuc-3822-2013,
author={Pereira, F.C. and Rodrigues, F. and Ben-Akiva, M. },
title={Using data from the web to predict public transport arrivals under special events scenarios},
editor={Asad Khattak},
journal={Journal of Intelligent Transportation Systems: Technology, Planning, and Operations (JITS)},
number={n/a},
pages={n/a},
year=2013,
address={n/a},
}
@inproceedings{cisuc-4650-2016,
author={Ferrugento, A. and Gonçalo Oliveira, H,  and Alves, A. and Rodrigues, F. },
title={Can Topic Modelling benefit from Word Sense Information?},
booktitle={10th International Conference on Language Resources and Evaluation},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4291-2015,
author={Ferrugento, A. and Alves, A. and Gonçalo Oliveira, H,  and Rodrigues, F. },
title={Towards the Improvement of a Topic Model with Semantic Knowledge},
booktitle={14th Portuguese Conference on Artificial Intelligence (EPIA 2015)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4357-2015,
author={Rodrigues, F. and , M.L. and Ribeiro, B. and Pereira, F.C. },
title={Learning Supervised Topic Models from Crowds},
booktitle={The Third AAAI Conference on Human Computation and Crowdsourcing (HCOMP)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-3827-2014,
author={Rodrigues, F. and Pereira, F.C. and Ribeiro, B. },
title={Gaussian Process Classification and Active Learning with Multiple Annotators},
booktitle={International Conference on Machine Learning (ICML 2014)},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3884-2014,
author={Alves, A. and Ferrugento, A. and , M.L. and Rodrigues, F. },
title={ASAP:  Automatic Semantic Alignment for Phrases},
booktitle={SemEval Workshop, COLING 2014, Ireland},
year=2014,
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},
}
@inproceedings{cisuc-3169-2012,
author={Rodrigues, F. and Pereira, F.C. and Alves, A. and Jiang, S. and Ferreira, J. },
title={Automatic Classification of Points-of-Interest for Land-use Analysis},
booktitle={GEOProcessing 2012 : The Fourth International Conference on Advanced Geographic Information Systems, Applications, and Services},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2656-2011,
author={Alves, A. and Rodrigues, F. and Pereira, F.C. },
title={Tagging Space from Information Extraction and Popularity of Points of Interest},
booktitle={International Joint Conference on Ambient Intelligence},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2335-2010,
author={Jiang, S. and Rodrigues, F. and Alves, A. and Pereira, F.C. and Ferreira, J. },
title={Towards an activity-based approach for estimating travel destinations},
booktitle={World Conference in Transport Research (open track)},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2385-2010,
author={Alves, A. and Pereira, F.C. and Rodrigues, F. and Oliveirinha, J. },
title={Place in perspective: Extracting online  information about Points of Interest},
booktitle={First International Joint Conference on Ambient Intelligence (acc. rate. 38.5%)},
year=2010,
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},
}