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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2020
 

A Machine Learning Approach to Censored Bike-Sharing Demand Modeling

Gammelli, Daniele ; Rodrigues, Filipe ; Pacino, Dario ; Kurtaran, Haci Ahmet ; Pereira, Francisco Camara
in: Transportation Research Board. Annual Meeting Proceedings

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020

 

Gaussian Mixture Models Meet Econometric Models

Sfeir, Georges ; Abou-Zeid, Maya ; Rodrigues, Filipe ; Pereira, Francisco Camara
in: Transportation Research Board. Annual Meeting Proceedings

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020

 

Is Travel Demand Actually Deep? An Application in Event Areas Using Semantic Information

Markou, Ioulia ; Rodrigues, Filipe ; Pereira, Francisco Camara
in: I E E E Transactions on Intelligent Transportation Systems

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1109/TITS.2019.2897341

 

Online Framework for Demand-Responsive Stochastic Route Optimization

Peled, Inon ; Lee, Kelvin ; Jiang, Yu ; Dauwels, Justin ; Pereira, Francisco Camara
in: ArXiv

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020

 

Scalable Population Synthesis with Deep Generative Modeling

Borysov, Stanislav S. ; Rich, Jeppe ; Pereira, Francisco Camara
in: ArXiv

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020

2019
 

Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation

Rodrigues, Filipe ; Henrickson, Kristian ; Pereira, Francisco C.
in: I E E E Transactions on Intelligent Transportation Systems, vol: 20, issue: 2, pages: 594 - 603

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1109/TITS.2018.2817879

 

Active learning metamodeling for policy analysis: Application to an emergency medical service simulator

Antunes, Francisco ; Amorim, M. ; Pereira, Francisco Camara ; Ribeiro, Bernardete
in: Simulation Notes Europe, vol: 97, pages: 101947

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.simpat.2019.101947

 

Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach

Rodrigues, Filipe ; Markou, Ioulia ; Pereira, Francisco Camara
in: Information Fusion, vol: 49, pages: 120-129

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1016/j.inffus.2018.07.007

  PDF

Comparison of Four Types of Artificial Neural Network and a Multinomial Logit Model for Travel Mode Choice Modeling

Lee, Dongwoo ; Derrible, Sybil ; Pereira, Francisco Camara
in: Transportation Research Record, vol: 2672, issue: 49

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2019     |    DOI: https://doi.org/10.1177/0361198118796971

 

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