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

When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. Dong Wang1, Junbo Zhang2, Wei Cao3, Jian Li3, Yu Zheng2,4,5. 1Department of ...

When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. Dong Wang1, Junbo Zhang2, Wei Cao3, Jian Li3, Yu Zheng2,4,5. 1Department of ...

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

We propose an end-to-end Deep learning framework for Travel Time Estimation called DeepTTE that estimates the travel time of the whole path directly.

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

When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. Dong Wang,. 1. Junbo Zhang,. 2. Wei Cao,. 3. Jian Li,. 3. Yu Zheng. 2,4,5. 1.

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

An end-to-end Deep learning framework for Travel Time Estimation called DeepTTE is proposed that estimates the travel time of the whole path directly and ...

UrbComp/DeepTTE - GitHub

This project is the code of AAAI 2018 paper When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks.

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

A multi-task learning component is given on the top of DeepTTE, that estimates the travel time of both the entire path and each local path simultaneously during ...

When will you arrive? estimating travel time based on deep neural ...

Estimating the travel time of any path (denoted by a sequence of connected road segments) in a city is of great importance to traffic monitoring, ...

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

Readers on ; When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks · Proceedings of the AAAI Conference on Artificial Intelligence, April ...

KDD 2018 | Learning to Estimate the Travel Time

Furthermore, we propose a Wide-Deep-Recurrent (WDR) learning model to accurately predict the travel time along a given route at a given departure time. We then ...

AttentionTTE: a deep learning model for estimated time of arrival

In the training phase, our model learns how to predict the travel time of a given historical trajectory by learning spatio-temporal features ...

DeepTravel: a Neural Network Based Travel Time Estimation Model ...

We use features to capture factors that could affect travel time of ... When will you arrive? estimating travel time based on deep neural networks ...

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

Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng: When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. AAAI 2018: 2500-2507.

ZED-TTE: Zone Embedding and Deep Neural Network based Travel ...

When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. Dong WangJunbo ZhangWei CaoJian LiYu Zheng. Computer Science, Engineering. AAAI ...

DEEPTRAVEL: A neural network based travel time estimation model ...

In this pa- per, we leverage on new development of deep neu- ral ... When will you arrive? estimating travel time based on deep neural networks ...

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

... travel time. When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. Dong Wang(Duke University), Junbo Zhang, Wei Cao, Jian Li, Yu Zheng ...

Deep spatial-temporal travel time prediction model based on ...

When will you arrive? Estimating travel time based on deep neural networks. In:... There are more references available in the full text version of this article.

An Effective Deep Learning Model for Route Travel Time Estimation ...

When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. Article. Apr 2018. Dong Wang · Junbo Zhang · Wei Cao · Yu Zheng. Estimating ...

Estimated Time to Arrival (ETA) - A fascinating application of AI

Estimated time to arrival (ETA) is used in many apps such as Uber of Waze. In this video you will see a demo of ETA using machine learning.

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

... travel time estimation model, aiming to generate the estimated travel time based ... When will you arrive? estimating travel time based on deep neural networks.