Francisco Camara Pereira

Francisco Camara Pereira

Professor

DTU MANAGEMENT ENGINEERING
DTU Management Engineering

Transportmodelling
Transport DTU

Technical University of Denmark

Bygningstorvet

Building 116, room 123A

2800 Kgs. Lyngby

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2019
 

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

2018
 

Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation

Rodrigues, Filipe ; Henrickson, Kristian ; Pereira, Francisco C.
in: IEEE Transactions on Intelligent Transportation Systems

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2018     |    DOI: https://doi.org/10.1109/TITS.2018.2817879

 

Activity Recognition for a Smartphone and Web-based Human Mobility Sensing System

Kim, Youngsung ; Ghorpade, Ajinkya ; Zhao, Fang ; Pereira, Francisco Camara ; Zegras, P. Christopher ; Ben-Akiva, Moshe
in: IEEE Intelligent Systems, vol: 33, issue: 4, pages: 5-23

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/MIS.2018.043741317

 

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

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2018     |    DOI: https://doi.org/10.1177/0361198118796971

  PDF

Deep Learning from Crowds

Rodrigues, Filipe ; Pereira, Francisco Camara
part of: Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18), pages: 1611-1618, 2018
Presented at:
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018

 

Efficient Transport Simulation With Restricted Batch-Mode Active Learning

Antunes, Francisco ; Ribeiro, Bernardete ; Pereira, Francisco C. ; Gomes, Rui
in: I E E E Transactions on Intelligent Transportation Systems, vol: 19, issue: 11, pages: 3642-3651

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/TITS.2018.2842695

 

Event characteristics that disrupt transport system’s balance

Markou, Ioulia ; Rodrigues, Filipe ; Pereira, Francisco Camara
part of: Transportation Research Procedia, 2018
Presented at:
International Conference on Intelligent Transport Systems in Theory and Practice, mobil. TUM 2017

Type: Article in proceedings (Peer reviewed)

Status: Accepted/In press     |    Year: 2018

 

Heteroscedastic Gaussian processes for uncertainty modeling in large-scale crowdsourced traffic data

Rodrigues, Filipe ; Pereira, Francisco Camara
in: Transportation Research. Part C: Emerging Technologies, vol: 95, pages: 636-651

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1016/j.trc.2018.08.007

  PDF

Overview of traffic incident duration analysis and prediction

Li, Ruimin ; Pereira, Francisco Camara ; Ben-Akiva, Moshe E.
in: European Transport Research Review, vol: 10, issue: 2

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1186/s12544-018-0300-1

 

Scalable Population Synthesis with Deep Generative Modeling [arXiv]

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

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2018