Contacts | Francisco C. Pereira

Machine Learning for Mobility group, Transport Modelling Division (see map)

Bygninstorvet 116B, Room 123A, 2800 Kongens-Lyngby, Denmark

+45 4525 1496.

ITSLab MIT, Cambridge, USA (see map)

77 Massachusetts Avenue, Room 1-249, 02139 Cambridge, MA

+617 253 9729

Drop me a line or send me an email camara[@]dtu.dk:

Seshadri, R., Gupta, S., Atasoy, B., Akkinepally, A., Pereira, F. C., Tan, Gary, Ben-Akiva, M.,"Real-Time Predictive Control Strategy Optimization". Transportation Research Record: Journal of the Transportation Research Board, Transportation Research Board. forthcoming

Rodrigues, Filipe, and Pereira, F. C., "Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems". IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), forthcoming

Borysov, S., Rich, J. and Pereira, F. C. "How to generate micro-agents? A deep generative modeling approach to population synthesis", Transportation Research Part C: Emerging Technologies, Volume 106, Pages 73-97, 2019

Antunes, F., Ribeiro, B. and Pereira, F. C. "Active learning metamodeling for policy analysis: Application to an emergency medical service simulator", Simulation Modelling Practice and Theory, Volume 97, 2019.

Rodrigues, Filipe, Ioulia Markou, and Pereira, F. C., "Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach", Information Fusion, Volume 149, Pages 120-129, 2019

M. Dastjerdi, A.; Kaplan, S.; Abreu, J.; Nielsen, O. A. and Pereira, F. C., "Use intention of mobility-management travel apps: The role of users goals, technophile attitude and community trust", Transportation Research Part A: Policy and Practice, Volume 126, Pages 114-135, 2019

Markou, I., Kaiser, K. and Pereira, F. C. "Predicting taxi demand hotspots using automated Internet Search Queries". Transport Research Part C, Volume 102, Pages 73-86, 2019

Markou, I., Rodrigues, F. and Pereira, F. C. "Is travel demand actually deep? An application in event areas using semantic information". IEEE Transactions on Intelligent Transport Systems, February 2019.

M. Dastjerdi, A.; Kaplan, S.; Abreu, J.; Nielsen, O. A. and Pereira, F. C., "Participating in Environmental Loyalty Program with a Real-time Multimodal Travel App: User Needs, Environmental and Privacy Motivators". Transport Research Part D. Volume 67, Pages 223-243, 2019

Petersen, N. Rodrigues, Filipe, and Pereira, F. C., "Multi-output Bus Travel Time Prediction with Convolutional LSTM Neural Network". Engineering Systems With Applications, Volume 120, Pages 426-435, 2019