Francisco Camara Pereira

Francisco Camara Pereira

Professor

DTU MANAGEMENT ENGINEERING
DTU Management Engineering

Transportmodelling
Transport DTU
Transport

Technical University of Denmark

Bygningstorvet

Building 116, room 123A

2800 Kgs. Lyngby

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2019
 

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

 

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

 

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

 

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: 2019     |    DOI: https://doi.org/10.1177/0361198118796971

  PDF

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

 

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

 

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: 2019

2018
 

Active Learning for Input Space Exploration in Traffic Simulators

Antunes, Francisco ; Ribeiro, Bernardete ; Pereira, Francisco Camara
part of: 2018 International Joint Conference on Neural Networks (IJCNN), 2018

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/IJCNN.2018.8489302

 

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

  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