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04/27/2021
UniTE – The Best of Both Worlds: Unifying Function-Fitting and Aggregation-Based Approaches to Travel Time and Travel Speed Estimation
Travel time or speed estimation are part of many intelligent transportat...
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10/23/2020
Scalable Unsupervised Multi-Criteria Trajectory Segmentation and Driving Preference Mining
We present analysis techniques for large trajectory data sets that aim t...
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06/16/2020
Relational Fusion Networks: Graph Convolutional Networks for Road Networks
The application of machine learning techniques in the setting of road ne...
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11/14/2019
On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network
Road networks are a type of spatial network, where edges may be associat...
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08/30/2019