51
TITLE: How to generate micro-agents? A deep generative modeling approach to population synthesis
AUTHORS: Stanislav S Borysov; Rich J.; Francisco C Pereira;
PUBLISHED: 2019, SOURCE: Transportation Research Part C: Emerging Technologies, VOLUME: 106
INDEXED IN: Scopus CrossRef: 53
IN MY: ORCID
52
TITLE: Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach  Full Text
AUTHORS: Filipe Rodrigues; Ioulia Markou; Francisco C Pereira;
PUBLISHED: 2019, SOURCE: Information Fusion, VOLUME: 49
INDEXED IN: Scopus CrossRef: 114
IN MY: ORCID
53
TITLE: Predicting taxi demand hotspots using automated Internet Search Queries
AUTHORS: Ioulia Markou; Kevin Kaiser; Francisco C Pereira;
PUBLISHED: 2019, SOURCE: Transportation Research Part C: Emerging Technologies, VOLUME: 102
INDEXED IN: Scopus CrossRef: 21
IN MY: ORCID
54
TITLE: Multi-output bus travel time prediction with convolutional LSTM neural network  Full Text
AUTHORS: Niklas Christoffer Petersen; Filipe Rodrigues; Francisco Camara Pereira;
PUBLISHED: 2019, SOURCE: Expert Systems with Applications, VOLUME: 120
INDEXED IN: Scopus CrossRef: 204
IN MY: ORCID
55
TITLE: Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation
AUTHORS: Filipe Rodrigues; Kristian Henrickson; Francisco C Pereira;
PUBLISHED: 2019, SOURCE: IEEE Transactions on Intelligent Transportation Systems, VOLUME: 20, ISSUE: 2
INDEXED IN: Scopus CrossRef: 53
IN MY: ORCID
56
TITLE: Multi-step ahead prediction of taxi demand using time-series and textual data
AUTHORS: Ioulia Markou; Filipe Rodrigues; Francisco C Pereira;
PUBLISHED: 2019, SOURCE: Transportation Research Procedia, VOLUME: 41
INDEXED IN: Scopus CrossRef: 1
IN MY: ORCID
57
TITLE: Multi-output Deep Learning for Bus Arrival Time Predictions
AUTHORS: Niklas Christoffer Petersen; Filipe Rodrigues; Francisco Camara Pereira;
PUBLISHED: 2019, SOURCE: Transportation Research Procedia, VOLUME: 41
INDEXED IN: Scopus CrossRef: 13
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58
TITLE: Efficient Transport Simulation With Restricted Batch-Mode Active Learning
AUTHORS: Antunes, F; Bernardete Ribeiro ; Pereira, FC; Gomes, R ;
PUBLISHED: 2018, SOURCE: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOLUME: 19, ISSUE: 11
INDEXED IN: Scopus WOS CrossRef
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59
TITLE: Active Learning for Input Space Exploration in Traffic Simulators
AUTHORS: Antunes, F; Bernardete Ribeiro ; Pereira, F;
PUBLISHED: 2018, SOURCE: 2018 International Joint Conference on Neural Networks, IJCNN 2018 in Proceedings of the International Joint Conference on Neural Networks, VOLUME: 2018-July
INDEXED IN: Scopus CrossRef
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60
TITLE: A Bayesian Additive Model for Understanding Public Transport Usage in Special Events PDF
AUTHORS: Filipe Rodrigues; Stanislav S Borysov; Bernardete Ribeiro ; Francisco C Pereira;
PUBLISHED: 2018, SOURCE: CoRR, VOLUME: abs/1812.08755
INDEXED IN: DBLP arXiv
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