Concepedia

Xiangdong Ran

XR

4

Publications

186

Citations

4

H-Index

2018

Active since

Affiliations

Tsinghua University(Current)

China Electronic Information Industry Development

University of Science and Technology Beijing

Shenzhen University

Xiangdong Ran is an author at Tsinghua University specializing in data science, machine learning, and engineering.

Top concepts

EngineeringData ScienceDeep LearningMachine LearningAttentionMachine VisionComputer VisionComputer SciencePattern RecognitionPredictive Analytics

Publications per year

2018–2019

4

Publications

4

An LSTM-Based Method with Attention Mechanism for Travel Time Prediction

Xiangdong Ran, Zhiguang Shan, Yufei Fang et al. · Sensors · 2019 · 140 citations · Full text

Intelligent Traffic Management, Recurrent Neural Network, Engineering +14

Short-Term Travel Time Prediction: A Spatiotemporal Deep Learning Approach

Xiangdong Ran, Zhiguang Shan, Yong Shi et al. · International Journal of Information Technology & Decision Making · 2019 · 20 citations

Convolutional Neural Network, Machine Vision, Machine Learning +15

A Convolution Component-Based Method with Attention Mechanism for Travel-Time Prediction

Xiangdong Ran, Zhiguang Shan, Yufei Fang et al. · Sensors · 2019 · 16 citations · Full text

Deep Learning Approaches, Intelligent Traffic Management, Convolutional Neural Network +15

Travel Time Prediction by Providing Constraints on a Convolutional Neural Network

Xiangdong Ran, Zhiguang Shan, Yufei Fang et al. · IEEE Access · 2018 · 10 citations · Full text

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