A simple baseline for travel time estimation using large|scale trip data

A Simple Baseline for Travel Time Estimation using Large-Scale Trip ...

Title:A Simple Baseline for Travel Time Estimation using Large-Scale Trip Data ; ACM classes: H.2.8; I.2.6 ; Cite as: arXiv:1512.08580 [cs.LG] ; ( ...

A simple baseline for travel time estimation using large-scale trip data

Instead of following the traditional route-based travel time estimation, we propose to simply use a large amount of taxi trips without using the intermediate ...

A Simple Baseline for Travel Time Estimation using Large-scale Trip ...

Instead of following the traditional route-based travel time estimation, we propose to simply use a large amount of taxi trips without using the intermediate ...

A Simple Baseline for Travel Time Estimation using Large-Scale Trip ...

Route mapping. The route-based method needs to obtain the travel time from historical trajectories. But the actual trajectory data may not map well onto the ...

A Simple Baseline for Travel Time Estimation using Large-Scale Trip ...

The increased availability of large-scale trajectory data provides rich information for the study of urban dynamics. For example,. New York City Taxi & ...

A Simple Baseline for Travel Time Estimation using Large-scale Trip ...

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data ... To read the full-text of this research, you can request a copy directly from the ...

A Simple Baseline for Travel Time Estimation using Large-Scale Trip ...

The dataset contain more than 173 million taxi trips – almost half million trips per day. These trajectory data can help us in a lot of ways. In ...

A Simple Baseline for Travel Time Estimation using Large-Scale Trip ...

A Simple Baseline for Travel Time Estimation using Large-Scale Trip Data ... To read the full-text of this research, you can request a copy directly from the ...

A simple baseline for travel time estimation using large-scale trip data

A simple baseline for travel time estimation using large-scale trip data ... Powered by the Academic theme for Hugo. Cite. ×.

Route Travel Time Estimation on A Road Network Revisited

Avg: We estimate the travel time by averaging the travel time of all ... A Simple Baseline for Travel Time Estimation using Large-scale Trip Data.

Spatio-Temporal-Data-Mining-Survey/Estimated-Time-of-Arrival ...

A Simple Baseline for Travel Time Estimation using Large-scale Trip Data. Hongjian Wang(Twitter Inc.), Xianfeng Tang, Yu-Hsuan Kuo, Daniel Kifer, Zhenhui Li ...

PR-LTTE: Link travel time estimation based on path recovery from ...

Our experiments on two large-scale trip datasets (including New York City taxi trip data and Chengdu DiDi trip data) show very promising results. PR-LTTE ...

Machine Learning in Vehicle Travel Time Estimation

A simple baseline for travel time estimation using large-scale trip data. ACM Transactions on Intelligent Systems and. Technology (TIST), 10(2), 1–22. Wang ...

A Simple Baseline for Travel Time Estimation using Large-scale Trip ...

The increased availability of large-scale trajectory data provides rich information for the study of urban dynamics. For example, New York City Taxi 8 ...

Travel Time Estimation in the Age of Big Data - MIT

Wang H, Li Z, Kuo Y, Kifer D (2015) A simple baseline for travel time estimation using large-scale trip data. CoRR abs/1512.08580. Wang Y, Nihan NL (2000) ...

Gct-TTE: graph convolutional transformer for travel time estimation

This paper introduces a new transformer-based model for the problem of travel time estimation. The key feature of the proposed GCT-TTE architecture is the ...

When Will You Arrive? Estimating Travel Time Based on Deep ...

A simple baseline for travel time estimation using large-scale trip data. In Proceedings of the 24th ACM SIGSPATIAL International. Conference on Advances in ...

Learning to Estimate the Travel Time | Semantic Scholar

A simple baseline for travel time estimation using large-scale trip data · Computer Science, Engineering. SIGSPATIAL/GIS · 2016.

Travel Time Estimation without Road Networks - lanwuwei.github.io

proposed a simple baseline method to estimate trip travel time by ... A simple baseline for travel time estimation using large-scale trip data. In ...

Effective Travel Time Estimation: When Historical Trajectories over ...

A simple baseline for travel time estimation using large-scale trip data. In SIGSPATIAL, pages 61:1–61:4,. 2016. [40] S. Wang, Z. Bao, J. S. Culpepper, Z ...