Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach
Summary: Adaptive fastest-path via traffic mining, integrating historical speeds and driving patterns. Leverages road hierarchy and area-based precomputation, data-driven pruning to focus on used edges, yielding faster queries and better routes than baselines. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hector Gonzalez
- 2. Jiawei Han
- 3. Xiaolei Li
- 4. Margaret Myslinska
- 5. John Paul Sondag
Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,115 | Finding Time Period-Based Most Frequent Path in Big Trajectory Data | 2013 | SIGMOD | 0.00013894562 |
| 3,618 | Calibrating Trajectory Data for Similarity-based Analysis | 2013 | SIGMOD | 6.9085505e-05 |
| 4,430 | Finding the Cost-Optimal Path with Time Constraint over Time-Dependent Graphs | 2014 | VLDB | 6.1942479e-05 |
| 11,497 | Towards Crowd-aware Indoor Path Planning | 2021 | VLDB | 4.1945683e-05 |
| 11,928 | CANDS: Continuous Optimal Navigation via Distributed Stream Processing | 2015 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 1,455 | RainForest - A Framework for Fast Decision Tree Construction of Large Datasets | 1998 | VLDB | 0.00011899821 |
| 6,967 | FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows | 2006 | VLDB | 4.8803582e-05 |
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