Francisco Camara Pereira

Francisco Camara Pereira

Professor

DTU MANAGEMENT ENGINEERING
DTU Management Engineering

Transportmodellering
Transport DTU

Danmarks Tekniske Universitet

Bygningstorvet

Bygning 116, rum 123A

2800 Kgs. Lyngby

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Publikationer
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2017
 

Probabilistic Modeling and Visualization for Bankruptcy Prediction

Antunes, Francisco ; Ribeiro, Bernardete ; Pereira, Francisco Camara
in journal: Applied Soft Computing (ISSN: 1568-4946) (DOI: http://dx.doi.org/10.1016/j.asoc.2017.06.043), vol: 60, pages: 831-843, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: http://dx.doi.org/10.1016/j.asoc.2017.06.043

 

Use of Taxi-Trip Data in Analysis of Demand Patterns for Detection and Explanation of Anomalies

Markou, Ioulia ; Rodrigues, Filipe ; Pereira, Francisco Camara
in journal: Transportation Research Record (ISSN: 0361-1981) (DOI: http://dx.doi.org/10.3141/2643-15), vol: 2643, pages: 129-138, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: http://dx.doi.org/10.3141/2643-15

 

A Bayesian Additive Model for Understanding Public Transport Usage in Special Events

Rodrigues, Filipe ; Borysov, Stanislav S. ; Ribeiro, Bernardete ; Pereira, Francisco Camara
in journal: I E E E Transactions on Pattern Analysis and Machine Intelligence (ISSN: 0162-8828) (DOI: http://dx.doi.org/10.1109/TPAMI.2016.2635136), vol: 39, issue: 11, pages: 2113-2126, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: http://dx.doi.org/10.1109/TPAMI.2016.2635136

 

Learning Supervised Topic Models for Classification and Regression from Crowds

Rodrigues, Filipe ; Lourenco, Mariana ; Ribeiro, Bernardete ; Pereira, Francisco Camara
in journal: I E E E Transactions on Pattern Analysis and Machine Intelligence (ISSN: 0162-8828) (DOI: http://dx.doi.org/10.1109/TPAMI.2017.2648786), vol: 39, issue: 12, pages: 2409-2422, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: http://dx.doi.org/10.1109/TPAMI.2017.2648786

 

Enabling Bus Transit Service Quality Co-Monitoring Through Smartphone-Based Platform

Li, Corinna ; Zegras, P. Christopher ; Zhao, Fang ; Qin, Zhengquan ; Shahid, Ayesha ; Ben-Akiva, Moshe ; Pereira, Francisco Camara ; Zhao, Jinhua
in journal: Transportation Research Record (ISSN: 0361-1981) (DOI: http://dx.doi.org/10.3141/2649-05), vol: 2649, pages: 42-51, 2017

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2017     |    DOI: http://dx.doi.org/10.3141/2649-05

  PDF

Demand pattern analysis of taxi trip data for anomalies detection and explanation

Markou, Ioulia ; Rodrigues, Filipe ; Pereira, Francisco Camara
part of: Proceedings of the 96th Annual Meeting of the Transportation Research Board, 2017,
Presented at:
96th Annual Meeting of the Transportation Research Board, 2017, Washington

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2017

2016
 

Mapping Social Media for Transportation Studies

Chaniotakis, Emmanouil ; Antoniou, Constantinos ; Pereira, Francisco Camara
in journal: I E E E Intelligent Systems (ISSN: 1541-1672) (DOI: http://dx.doi.org/10.1109/MIS.2016.98), vol: 31, issue: 6, pages: 64-70, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2016     |    DOI: http://dx.doi.org/10.1109/MIS.2016.98

 

Using internet search queries to predict human mobility in social events

Borysov, Stanislav ; Lourenco, Mariana ; Rodrigues, Filipe ; Balatsky, Alexander ; Pereira, Francisco Camara
part of: Proceedings of 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), pages: 1342-1347, 2016, IEEE,
Presented at:
19th International IEEE Conference on Intelligent Transportation Systems, 2016, Rio de Janeiro

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2016     |    DOI: http://dx.doi.org/10.1109/ITSC.2016.7795731

  PDF

Uncertainty in Bus Arrival Time Predictions: Treating Heteroscedasticity With a Metamodel Approach

O'Sullivan, Aidan ; Pereira, Francisco Camara ; Zhao, Jinhua ; Koutsopoulos, Harilaos N.
in journal: I E E E Transactions on Intelligent Transportation Systems (ISSN: 1524-9050) (DOI: http://dx.doi.org/10.1109/TITS.2016.2547184), vol: 17, issue: 11, pages: 3286-3296, 2016

Type: Journal article (Peer reviewed)

Status: Published     |    År: 2016     |    DOI: http://dx.doi.org/10.1109/TITS.2016.2547184

2015
 

DynaMIT2.0: architecture design and preliminary results on real-time data fusion for traffic prediction and crisis management

Lu, Yang ; Pereira, Francisco Camara ; Seshadri, Ravi ; O'Sullivan, Aidan ; Antoniou, Constantinos ; Ben-Akiva, Moshe
part of: Proceedings of the 2015 IEEE 18th International Conference on Intelligent Transportation Systems (ITSC) (ISBN: 978-1-4673-6595-6 ), pages: 2250-2255, 2015, IEEE,
Presented at:
18th International IEEE Conference on Intelligent Transportation Systems, 2015, Las Palmas, Gran Canaria

Type: Article in proceedings (Peer reviewed)

Status: Published     |    År: 2015     |    DOI: http://dx.doi.org/10.1109/ITSC.2015.363