Filipe Rodrigues
TitleCited byYear
Mining point-of-interest data from social networks for urban land use classification and disaggregation
S Jiang, A Alves, F Rodrigues, J Ferreira Jr, FC Pereira
Computers, Environment and Urban Systems 53, 36-46, 2015
832015
Text analysis in incident duration prediction
FC Pereira, F Rodrigues, M Ben-Akiva
Transportation Research Part C: Emerging Technologies 37, 177-192, 2013
622013
Learning from multiple annotators: distinguishing good from random labelers
F Rodrigues, F Pereira, B Ribeiro
Pattern Recognition Letters 34 (12), 1428-1436, 2013
622013
Using data from the web to predict public transport arrivals under special events scenarios
FC Pereira, F Rodrigues, M Ben-Akiva
Journal of Intelligent Transportation Systems 19 (3), 273-288, 2015
512015
Gaussian process classification and active learning with multiple annotators
F Rodrigues, F Pereira, B Ribeiro
International Conference on Machine Learning, 433-441, 2014
462014
Why so many people? Explaining Nonhabitual Transport Overcrowding With Internet Data
FC Pereira, F Rodrigues, E Polisciuc, M Ben-Akiva
IEEE Transactions on Intelligent Transportation Systems 16 (3), 1370 - 1379, 2015
362015
Sequence labeling with multiple annotators
F Rodrigues, F Pereira, B Ribeiro
Machine Learning 95 (2), 165-181, 2014
262014
Deep learning from crowds
F Rodrigues, F Pereira
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018
222018
Learning supervised topic models for classification and regression from crowds
F Rodrigues, M Lourenço, B Ribeiro, FC Pereira
IEEE transactions on pattern analysis and machine intelligence 39 (12), 2409 …, 2017
222017
Automatic classification of points-of-interest for land-use analysis
F Rodrigues, FC Pereira, A Alves, S Jiang, J Ferreira
Proceedings of fourth International Conference on Advanced Geographic …, 2012
172012
ASAP: Automatic Semantic Alignment for Phrases
AO Alves, A Ferrugento, M Lourenço, F Rodrigues
Proceedings of SemEval 2014: International Workshop on Semantic Evaluation, 2014
162014
Estimating disaggregated employment size from points-of-interest and census data: from mining the web to model implementation and visualization
F Rodrigues, A Alves, E Polisciuc, S Jiang, J Ferreira, F Pereira
International Journal on Advances in Intelligent Systems 6 (1), 41-52, 2013
152013
Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach
F Rodrigues, I Markou, FC Pereira
Information Fusion 49, 120-129, 2019
142019
A bayesian additive model for understanding public transport usage in special events
F Rodrigues, SS Borysov, B Ribeiro, FC Pereira
IEEE transactions on pattern analysis and machine intelligence 39 (11), 2113 …, 2016
132016
Learning supervised topic models from crowds
F Rodrigues, B Ribeiro, M Lourenço, F Pereira
Third AAAI Conference on Human Computation and Crowdsourcing, 2015
112015
Internet as a sensor: a case study with special events
F Câmara Pereira, F Rodrigues, M Ben-Akiva
Transportation Research Board 91st Annual MeetingTransportation Research Board, 2012
92012
Tagging space from information extraction and popularity of points of interest
AO Alves, F Rodrigues, FC Pereira
International Joint Conference on Ambient Intelligence, 115-125, 2011
92011
Multi-output bus travel time prediction with convolutional LSTM neural network
NC Petersen, F Rodrigues, FC Pereira
Expert Systems with Applications 120, 426-435, 2019
82019
POI Mining and Generation
F Rodrigues
University of Coimbra, 2010
82010
Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems
F Rodrigues, FC Pereira
arXiv preprint arXiv:1808.08798, 2018
62018
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Articles 1–20