Francisco Camara Pereira

Francisco Camara Pereira

Professor

DTU MANAGEMENT
Department of Technology, Management and Economics

Transport Division
Transport Machine Learning

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

 

Directional Grid-Based Search for Simulation Metamodeling Using Active Learning

Antunes, Francisco ; Pereira, Francisco Camara ; Ribeiro, Bernardete
part of: Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pages: 32-46, 2020

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1007/978-3-030-38822-5_3

 

Examining the potential of textual big data analytics for public policy decision-making: A case study with driverless cars in Denmark

Kinra, Aseem ; Beheshti-Kashi, Samaneh ; Buch, Rasmus ; Nielsen, Thomas Alexander Sick ; Pereira, Francisco Camara
in: Transport Policy

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1016/j.tranpol.2020.05.026

 

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, vol: 21, issue: 2, pages: 641-652

Type: Journal article (Peer reviewed)

Status: Published     |    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

 

QTIP: Quick simulation-based adaptation of traffic model per incident parameters

Peled, Inon ; Kamalakar, Raghuveer ; Lima Azevedo, Carlos M. ; Pereira, Francisco Camara
in: Journal of Simulation

Type: Journal article (Peer reviewed)

Status: Accepted/In press     |    Year: 2020     |    DOI: https://doi.org/10.1080/17477778.2020.1756702

 

Real-Time Predictive Control Strategy Optimization

Gupta, Samarth ; Seshadri, Ravi ; Atasoy, Bilge ; Prakash, A. Arun ; Pereira, Francisco Camara ; Tan, Gary ; Ben-Akiva, Moshe
in: Transportation Research Record, vol: 2674, issue: 3

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2020     |    DOI: https://doi.org/10.1177/0361198120907903

 

Rethinking travel behavior modeling representations through embeddings [arXiv]

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