Path Cost Distribution Estimation Using Trajectory Data
Summary: Introduces hybrid graphs that learn time-varying path weights directly from trajectories, avoiding edge-level fragmentation and capturing cross-edge cost dependencies. Selects path covers to estimate query-path joint cost distributions and integrates them into routing. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Jian Dai (National University of Singapore)
- 2. Bin Yang (Aalborg University)
- 3. Chenjuan Guo (Aalborg University)
- 4. Christian S. Jensen (Aalborg University)
- 5. Jilin Hu (Aalborg University)
BibTeX Citation
@article{dai_vldb17,
title = {{Path Cost Distribution Estimation Using Trajectory Data}},
author = {Dai, Jian and Yang, Bin and Guo, Chenjuan and Jensen, Christian S. and Hu, Jilin},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {3},
pages = {85--96},
doi = {10.14778/3021924.3021926},
url = {https://doi.org/10.14778/3021924.3021926},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,694 | Anytime Stochastic Routing with Hybrid Learning | 2020 | VLDB | 7.1937882e-05 |
| 8,525 | QARTA: An ML-based System for Accurate Map Services | 2021 | VLDB | 5.4119882e-05 |
| 11,254 | Efficient Stochastic Routing in Path-Centric Uncertain Road Networks | 2024 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 267 | Optimal Histograms with Quality Guarantees | 1998 | VLDB | 0.00022798161 |
| 8,541 | Travel Cost Inference from Sparse, Spatio-Temporally Correlated Time Series Using Markov Models | 2013 | VLDB | 5.4119882e-05 |
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