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Tobias Skovgaard Jepsen
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Graph Convolutional Networks for Road Networks
TS Jepsen, CS Jensen, TD Nielsen
The 27th ACM SIGSPATIAL International Conference on Advances in Geographic …, 2019
612019
Relational Fusion Networks: Graph Convolutional Networks for Road Networks
TS Jepsen, CS Jensen, TD Nielsen
IEEE Transactions on Intelligent Transportation Systems, 1-12, 2020
532020
On Network Embedding for Machine Learning on Road Networks: A Case Study on the Danish Road Network
TS Jepsen, CS Jensen, TD Nielsen, K Torp
2018 IEEE International Conference on Big Data, 3422-3431, 2018
262018
Extended dependency graphs and efficient distributed fixed-point computation
AE Dalsgaard, S Enevoldsen, P Fogh, LS Jensen, TS Jepsen, I Kaufmann, ...
Application and Theory of Petri Nets and Concurrency: 38th International …, 2017
182017
A distributed fixed-point algorithm for extended dependency graphs
AE Dalsgaard, S Enevoldsen, P Fogh, LS Jensen, PG Jensen, TS Jepsen, ...
Fundamenta Informaticae 161 (4), 351-381, 2018
132018
How to do deep learning on graphs with graph convolutional networks
TS Jepsen
Towards Data Science 18 (9), 2018
112018
Scalable Unsupervised Multi-Criteria Trajectory Segmentation and Driving Preference Mining
F Barth, S Funke, TS Jepsen, C Proissl
The 9th ACM SIGSPATIAL International Workshop on Analytics for Big …, 2020
92020
Improving Cost Estimation Models with Estimation Updates and road2vec: a Feature Learning Framework for Road Networks
M Fruensgaard, TS Jepsen
Master's thesis, 2017
72017
UniTE—The Best of Both Worlds: Unifying Function-fitting and Aggregation-based Approaches to Travel Time and Travel Speed Estimation
TS Jepsen, CS Jensen, TD Nielsen
ACM Transactions on Spatial Algorithms and Systems 8 (4), 1-26, 2022
22022
Towards Data-Efficient Mobility Analytics in Spatial Networks
TS Jepsen
2021
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