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A Multi-Stream Feature Fusion Approach for Traffic Prediction 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Zhishuai Li;  Gang Xiong;  Yonglin Tian;  Yisheng Lv;  Yuanyuan Chen;  Pan Hui;  Xiang Su
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Traffic prediction, graph convolutional neural network, deep learning, multi-stream  
Differential Time-variant Traffic Flow Prediction Based on Deep Learning 会议论文
, Rhodes, Greece, September 20-23, 2020
Authors:  Wei Zhang;  Fenghua Zhu;  Yuanyuan Chen;  Xiao Wang;  Gang Xiong;  Fei-Yue Wang
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Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 6, 页码: 2395-2400
Authors:  Lin, Yilun;  Dai, Xingyuan;  Li, Li;  Wang, Fei-Yue
View  |  Adobe PDF(623Kb)  |  Favorite  |  View/Download:171/109  |  Submit date:2019/05/07
Traflic flow prediction  deep learning  generative adversarial network  
DeepTrend 2.0: A light-weighted multi-scale traffic prediction model using detrending 期刊论文
TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 卷号: 103, 页码: 142-157
Authors:  Dai, Xingyuan;  Fu, Rui;  Zhao, Enmin;  Zhang, Zuo;  Lin, Yilun;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download:42/0  |  Submit date:2019/09/30
Traffic prediction  Deep learning  Detrending  Multi-scale traffic prediction  
平行学习理论及其在智能交通系统中的应用 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  林懿伦
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平行学习  强化学习  深度学习  智能交通系统  
Generative Adversarial Networks for Parallel Transportation Systems 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2018, 卷号: 10, 期号: 3, 页码: 4-10
Authors:  Lv, Yisheng;  Chen, Yuanyuan;  Li, Li;  Wang, Fei-Yue
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Generative Adversarial Networks  Parallel Transportation Systems  Acp  Deep Learnin  Parallel Learning  Parallel Intelligence  
Co-altered functional networks and brain structure in unmedicated patients with bipolar and major depressive disorders 期刊论文
BRAIN STRUCTURE & FUNCTION, 2017, 卷号: 222, 期号: 9, 页码: 4051-4064
Authors:  He, Hao;  Sui, Jing;  Du, Yuhui;  Yu, Qingbao;  Lin, Dongdong;  Drevets, Wayne C.;  Savitz, Jonathan B.;  Yang, Jian;  Victor, Teresa A.;  Calhoun, Vince D.;  Sui Jing(隋婧);  Vince D. Calhoun
View  |  Adobe PDF(1476Kb)  |  Favorite  |  View/Download:174/47  |  Submit date:2018/01/08
Bipolar Disorders  Major Depressive Disorder  Functional Network Connectivity  Gray Matter Density  Multimodal Fusion  Mcca Plus Jica  
Identifying dynamic functional connectivity biomarkers using GIG‐ICA: Application to schizophrenia, schizoaffective disorder, and psychotic bipolar disorder 会议论文
, Canada, 2017-3-10
Authors:  Yuhui Du;  Godfrey D. Pearlson;  Dongdong Lin;  Sui Jing(隋婧);  Jiayu Chen;  Mustafa Salman;  Carol A. Tamminga;  Elena I. Ivleva;  John A. Sweeney;  Matcheri S. Keshavan;  Brett A. Clementz;  Juan Bustillo;  Vince D. Calhoun
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Bipolar Disorder  Dynamic Functional Connectivity  Functional Magnetic Resonance Imaging  Independent Component Analysis  Schizoaffective Disorder  Schizophrenia  
DeepTrend: A deep hierarchical neural network for traffic flow prediction 会议论文
, Yakahama, Japan, Oct. 16-19
Authors:  Xingyuan Dai;  Rui Fu;  Yilun Lin;  Fei-Yue Wang;  Li Li
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Discriminating Schizophrenia from Normal Controls Using Resting State Functional Network Connectivity: A Deep Neural Network and Layer-Wise Relevance Propagation Method 会议论文
, Tokyo,Japan, 2017/9/25-28
Authors:  Weizheng Yan;  Sergey Plis;  Vince D Calhoun;  Shengfeng Liu;  Rongtao Jiang;  Tian-Zi Jiang;  Sui Jing(隋婧);  Sui Jing(隋婧)(1);  Tianzi Jiang
View  |  Adobe PDF(940Kb)  |  Favorite  |  View/Download:85/0  |  Submit date:2018/03/09
Deep Neural Network  Layer-wise Relevance Propagation  Functional Network Connectivity  Schizophrenia  Classification  Fmri