Francisco Camara Pereira

Francisco Camara Pereira

Professor

DTU MANAGEMENT
DTU Management

Transportmodelling
Transport DTU
Transport

Technical University of Denmark

Bygningstorvet

Building 116, room 123A

2800 Kgs. Lyngby

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2019
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Factors driving the adoption of mobility-management travel app: a bayesian structural equation modelling analysis

Mehdizadeh Dastjerdi, Aliasghar ; Kaplan, Sigal ; de Abreu e Silva, João ; Nielsen, Otto Anker ; Pereira, Francisco Camara
part of: Proceedings of the 98th Annual Meeting of the Transportation Research Board, 2019
Presented at:
The Transportation Research Board (TRB) 98th Annual Meeting

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019

 

How to generate micro-agents? A deep generative modeling approach to population synthesis

Borysov, Stanislav ; Rich, Jeppe ; Pereira, Francisco Camara
in: Transportation Research. Part C: Emerging Technologies, vol: 106, pages: 73-97

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.trc.2019.07.006

 

Mobility patterns, big data and transport analytics : tools and applications for modeling

Antoniou, Constantinos (Editor) ; Dimitriou, Loukas (Editor) ; Pereira, Francisco

Type: Book (Peer reviewed)

Status: Published     |    Year: 2019

 

Multi-output bus travel time prediction with convolutional LSTM neural network

Petersen, Niklas Christoffer ; Rodrigues, Filipe ; Pereira, Francisco Camara
in: Expert Systems with Applications, vol: 120, pages: 426-435

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.eswa.2018.11.028

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Multi-output Deep Learning for Bus Arrival Time Predictions

Petersen, Niklas Christoffer ; Rodrigues, Filipe ; Pereira, Francisco Camara
in: Transportation Research Procedia, vol: 41, pages: 138-145
Presented at:
International Scientific Conference on Mobility and Transport Urban Mobility

Type: Conference article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.trpro.2019.09.025

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Multi-step ahead prediction of taxi demand using time-series and textual data

Markou, Ioulia ; Rodrigues, Filipe ; Pereira, Francisco Camara
in: Transportation Research Procedia, vol: 41, pages: 540-544
Presented at:
International Scientific Conference on Mobility and Transport Urban Mobility

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.trpro.2019.09.094

 

Participating in environmental loyalty program with a real-time multimodal travel app: User needs, environmental and privacy motivators

Mehdizadeh Dastjerdi, Aliasghar ; Kaplan, Sigal ; de Abreu e Silva, Joao ; Nielsen, Otto Anker ; Pereira, Francisco Camara
in: Transportation Research. Part D: Transport & Environment, vol: 67, pages: 223-243

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.trd.2018.11.013

 

Predicting taxi demand hotspots using automated Internet Search Queries

Markou, Ioulia ; Kaiser, Kevin ; Pereira, Francisco Camara
in: Transportation Research. Part C: Emerging Technologies, vol: 102, pages: 73-86

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.trc.2019.03.001

 

Preserving Uncertainty in Demand Prediction for Autonomous Mobility Services

Peled, Inon ; Lee, Kelvin ; Jiang, Yu ; Dauwels, Justin ; Pereira, Francisco Camara
part of: Proceedings of the IEEE Intelligent Transportation Systems Conference (ITSC) 2019, pages: 3043-3048, 2019
Presented at:
ITSC 2019

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1109/ITSC.2019.8916878

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Smart mobility

Borysov, Stanislav ; Lima Azevedo, Carlos M. ; Pereira, Francisco Camara
Publisher: Technical University of Denmark, Report name: Smart mobility, pages: 50-60

Type: Report chapter

Status: Published     |    Year: 2019