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TITLE: Combining discrete choice models and neural networks through embeddings: Formulation, interpretability and performance
AUTHORS: Ioanna Arkoudi; Rico Krueger; Carlos Lima Azevedo; Francisco C Pereira;
PUBLISHED: 2023, SOURCE: Transportation Research Part B: Methodological, VOLUME: 175
INDEXED IN: Scopus CrossRef: 7
IN MY: ORCID
12
TITLE: Mind the gap: Modelling difference between censored and uncensored electric vehicle charging demand
AUTHORS: Frederik Boe Hüttel; Filipe Rodrigues; Francisco Câmara Pereira;
PUBLISHED: 2023, SOURCE: Transportation Research Part C: Emerging Technologies, VOLUME: 153
INDEXED IN: Scopus CrossRef: 4
IN MY: ORCID
13
TITLE: Predicting injury-severity for cyclist crashes using natural language processing and neural network modelling  Full Text
AUTHORS: Kira Hyldekær Janstrup; Bojan Kostic; Mette Møller; Filipe Rodrigues; Stanislav Borysov; Francisco Camara Pereira;
PUBLISHED: 2023, SOURCE: Safety Science, VOLUME: 164
INDEXED IN: Scopus CrossRef: 6
IN MY: ORCID
14
TITLE: Representation Learning of Rare Temporal Conditions for Travel Time Prediction
AUTHORS: Niklas Petersen; Filipe Rodrigues; Francisco Pereira;
PUBLISHED: 2023, SOURCE: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
INDEXED IN: Scopus CrossRef
IN MY: ORCID
15
TITLE: Predicting Trip Activities and Modes Using Long Short-Term Memory Models and Geospatial Representations
AUTHORS: Ioanna Arkoudi; Atefeh Hemmati Golsefidi; Lorena Torres Lahoz; Francisco Camara Pereira;
PUBLISHED: 2023, SOURCE: IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
INDEXED IN: Scopus CrossRef
IN MY: ORCID
16
TITLE: Unboxing the graph: Towards interpretable graph neural networks for transport prediction through neural relational inference
AUTHORS: Mathias Niemann Tygesen; Francisco Camara Pereira; Filipe Rodrigues;
PUBLISHED: 2023, SOURCE: Transportation Research Part C: Emerging Technologies, VOLUME: 146
INDEXED IN: Scopus CrossRef: 4
IN MY: ORCID
19
TITLE: Active learning metamodelling for survival rate analysis of simulated emergency medical systems
AUTHORS: Antunes, Francisco; Amorim, Marco; Pereira, Francisco; Bernardete Ribeiro ;
PUBLISHED: 2022, SOURCE: TRANSPORTMETRICA A-TRANSPORT SCIENCE, VOLUME: 20, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
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