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IoT System for Real-Time Near-Crash Detection for Automated Vehicle Testing


Aug 02, 2020
Ruimin Ke, Zhiyong Cui, Yanlong Chen, Meixin Zhu, Yinhai Wang


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Deep Learning Based Brain Tumor Segmentation: A Survey


Jul 21, 2020
Zhihua Liu, Long Chen, Lei Tong, Feixiang Zhou, Zheheng Jiang, Qianni Zhang, Caifeng Shan, Yinhai Wang, Xiangrong Zhang, Ling Li, Huiyu Zhou


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CANet: Context Aware Network for 3D Brain Tumor Segmentation


Jul 15, 2020
Zhihua Liu, Lei Tong, Long Chen, Feixiang Zhou, Zheheng Jiang, Qianni Zhang, Yinhai Wang, Caifeng Shan, Ling Li, Huiyu Zhou


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Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values


May 24, 2020
Zhiyong Cui, Ruimin Ke, Ziyuan Pu, Yinhai Wang


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Graph Markov Network for Traffic Forecasting with Missing Data


Dec 10, 2019
Zhiyong Cui, Longfei Lin, Ziyuan Pu, Yinhai Wang


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Time-Aware Gated Recurrent Unit Networks for Road Surface Friction Prediction Using Historical Data


Nov 01, 2019
Ziyuan Pu, Zhiyong Cui, Shuo Wang, Qianmu Li, Yinhai Wang


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Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data


Nov 01, 2019
Ziyuan Pu, Shuo Wang, Chenglong Liu, Zhiyong Cui, Yinhai Wang

* arXiv admin note: text overlap with arXiv:1911.00605 

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Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment


Oct 27, 2019
Meixin Zhu, Jingyun Hu, Ziyuan Pu, Zhiyong Cui, Liangwu Yan, Yinhai Wang

* 8 pages, 12 figures 

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Personalized Context-Aware Multi-Modal Transportation Recommendation


Oct 13, 2019
Meixin Zhu, Jingyun Hu, Hao, Yang, Ziyuan Pu, Yinhai Wang

* KDD cup 2019 regular machine track solution 

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Phenotypic Profiling of High Throughput Imaging Screens with Generic Deep Convolutional Features


Mar 15, 2019
Philip T. Jackson, Yinhai Wang, Sinead Knight, Hongming Chen, Thierry Dorval, Martin Brown, Claus Bendtsen, Boguslaw Obara


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Two-Stream Multi-Channel Convolutional Neural Network (TM-CNN) for Multi-Lane Traffic Speed Prediction Considering Traffic Volume Impact


Mar 05, 2019
Ruimin Ke, Wan Li, Zhiyong Cui, Yinhai Wang


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Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving


Jan 29, 2019
Meixin Zhu, Yinhai Wang, Jingyun Hu, Xuesong Wang, Ruimin Ke

* Submitted to IEEE transaction on ITS 

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Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning


Jan 03, 2019
Meixin Zhu, Xuesong Wang, Yinhai Wang

* Transportation Research Part C: Emerging Technologies 2018 

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Multistep Speed Prediction on Traffic Networks: A Graph Convolutional Sequence-to-Sequence Learning Approach with Attention Mechanism


Oct 24, 2018
Zhengchao Zhang, Meng Li, Xi Lin, Yinhai Wang, Fang He


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High-Order Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting


Feb 20, 2018
Zhiyong Cui, Kristian Henrickson, Ruimin Ke, Yinhai Wang

* Submitted to KDD 2018 

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Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction


Jan 07, 2018
Zhiyong Cui, Ruimin Ke, Yinhai Wang

* International Workshop on Urban Computing (UrbComp) 2017, Held in conjunction with the ACM SIGKDD 2017 

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