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November 2019
DeepMM: Deep Learning Based Map Matching with Data Augmentation
- Kai Zhao,
- Jie Feng,
- Zhao Xu,
- Tong Xia,
- Lin Chen,
- Funing Sun,
- Diansheng Guo,
- Depeng Jin,
- Yong Li
SIGSPATIAL '19: Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information SystemsPages 452–455https://doi.org/10.1145/3347146.3359090

Map matching is important in many trajectory based applications like route optimization and traffic schedule, etc. As the widely used methods, Hidden Markov Model and its variants are well studied to provide accurate and efficient map matching service. ...
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