289 citations · 290 across the 3 of their papers we have counts for
3 papers
Representation learning of rare temporal conditions for travel time prediction
Niklas Petersen, Filipe Rodrigues, Francisco Pereira
Predicting travel time under rare temporal conditions (e.g., public holidays, school vacation period, etc.) constitutes a challenge due to the limitation of historical data. If at…
Short-term bus travel time prediction for transfer synchronization with intelligent uncertainty handling
Niklas Christoffer Petersen, Anders Parslov, Filipe Rodrigues
This paper presents two novel approaches for uncertainty estimation adapted and extended for the multi-link bus travel time problem. The uncertainty is modeled directly as part of…
Multi-output Bus Travel Time Prediction with Convolutional LSTM Neural Network
Niklas Christoffer Petersen, Filipe Rodrigues, Francisco Camara Pereira
Accurate and reliable travel time predictions in public transport networks are essential for delivering an attractive service that is able to compete with other modes of transport…