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

Request a vCard via e-mail.

Publications
Projects
Activities
Courses
Loading

Publications rss feed

2019
 

A Two-Stage Model for Real-time Taxi Demand Prediction Using Data from the Web

Markou, Ioulia ; Pereira, Francisco Camara ; Rodrigues, Filipe
part of: Proceedings of the Transportation Research Board 98th Annual Meeting, 2019
Presented at:
The Transportation Research Board (TRB) 98th Annual Meeting

Type: Conference abstract in proceedings (Peer reviewed)

Status: Published     |    Year: 2019

  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

  PDF

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

 

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

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, IEEE

Type: Article in proceedings (Peer reviewed)

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

  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, AAAI Press
Presented at:
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), 2018

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018

 

Opening Up the Conversation: Topic Modeling for Automated Text Analysis in Travel Surveys

Baburajan, Vishnu ; De Abreu e Silva, Joao ; Pereira, Francisco Camara
part of: 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pages: 3657-3661, 2018, IEEE
Presented at:
ITSC 2018: 21st International IEEE Conference on Intelligent Transportation Systems

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ITSC.2018.8569380

 

Population Synthesis Meets Deep Generative Modelling

Borysov, Stanislav ; Rich, Jeppe ; Pereira, Francisco C.
Presented at:
hEART 2018: 7th Symposium of the European Association for Research in Transportation

Type: Paper (Peer reviewed)

Status: Published     |    Year: 2018

 

Real-Time Taxi Demand Prediction using data from the web

Markou, Ioulia ; Rodrigues, Filipe ; Pereira, Francisco Camara
part of: 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pages: 1664-1671, 2018, IEEE
Presented at:
ITSC 2018: 21st International IEEE Conference on Intelligent Transportation Systems

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ITSC.2018.8569015

 

Towards Dynamic Bayesian Networks: State Augmentation for Online Calibration of DTA Systems

Zhang, Haizheng ; Seshadri, Ravi ; Prakash, A. Arun ; Antoniou, Constantinos ; Pereira, Francisco Camara ; Ben-Akiva, Moshe
part of: 2018 21st International Conference on Intelligent Transportation Systems (ITSC), pages: 1745-1750, 2018, IEEE
Presented at:
ITSC 2018: 21st International IEEE Conference on Intelligent Transportation Systems

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/ITSC.2018.8569926