A Demonstration of KAMEL: A Scalable BERT-based System for Trajectory Imputation

Author:

Musleh Mashaal1ORCID,Mokbel Mohamed1ORCID

Affiliation:

1. University of Minnesota, Minneapolis, MN, USA

Funder

NSF

Publisher

ACM

Reference15 articles.

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2. S. Brakatsoulas , D. Pfoser , R. Salas , and C. Wenk . On Map-Matching Vehicle Tracking Data . In VLDB , 2005 . S. Brakatsoulas, D. Pfoser, R. Salas, and C. Wenk. On Map-Matching Vehicle Tracking Data. In VLDB, 2005.

3. I. Brodsky. H3: Uber's Hexagonal Hierarchical Spatial Index. https://eng.uber.com/h3/. I. Brodsky. H3: Uber's Hexagonal Hierarchical Spatial Index. https://eng.uber.com/h3/.

4. J. Devlin , M. Chang , K. Lee , and K. Toutanova . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR, abs/1810.04805 , 2018 . J. Devlin, M. Chang, K. Lee, and K. Toutanova. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. CoRR, abs/1810.04805, 2018.

5. Network-less trajectory imputation

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1. Let's Speak Trajectories: A Vision to Use NLP Models for Trajectory Analysis Tasks;ACM Transactions on Spatial Algorithms and Systems;2024-06-30

2. Effective Trajectory Imputation using Simple Probabilistic Language Models;2024 25th IEEE International Conference on Mobile Data Management (MDM);2024-06-24

3. Towards A Foundation Model For Trajectory Intelligence;2023 IEEE International Conference on Data Mining Workshops (ICDMW);2023-12-04

4. Point2Hex: Higher-order Mobility Flow Data and Resources;Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems;2023-11-13

5. Trajectory-BERT: Trajectory Estimation Based on BERT Trajectory Pre-Training Model and Particle Filter Algorithm;Sensors;2023-11-11

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