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Introduction to the Special Issue on Intelligent Transportation Systems Empowered by AI Technologies 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 10, 页码: 3765-3770
Authors:  Kong, Seung-Hyun;  Lv, Yisheng;  Vu, Hai L.;  Cano, Juan-Carlos;  Choi, Jun-Won;  Kum, Dongsuk;  Morris, Brendan Tran
Favorite  |  View/Download:8/0  |  Submit date:2019/12/16
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
View  |  Adobe PDF(2273Kb)  |  Favorite  |  View/Download:43/16  |  Submit date:2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining  
Data driven parallel prediction of building energy consumption using generative adversarial nets 期刊论文
ENERGY AND BUILDINGS, 2019, 卷号: 186, 页码: 230-243
Authors:  Tian, Chenlu;  Li, Chengdong;  Zhang, Guiqing;  Lv, Yisheng
Favorite  |  View/Download:11/0  |  Submit date:2019/07/12
building energy consumption  deep learning  parallel prediction  Generative Adversarial Nets  
Parallel Intelligent Systems for Integrated High-Speed Railway Operation Control and Dynamic Scheduling 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3381-3389
Authors:  Dong, Hairong;  Zhu, Hainan;  Li, Yidong;  Lv, Yisheng;  Gao, Shigen;  Zhang, Qi;  Ning, Bin
Favorite  |  View/Download:36/0  |  Submit date:2019/01/08
ACP approach  high-speed railway system (HRS)  integrated operation control and dynamic scheduling  parallel intelligent system  
Sensing Urban Transportation Events from Multi-Channel Social Signals with the Word2vec Fusion Model 期刊论文
SENSORS, 2018, 卷号: 18, 期号: 12, 页码: 22
Authors:  Lu, Hao;  Shi, Kaize;  Zhu, Yifan;  Lv, Yisheng;  Niu, Zhendong
Favorite  |  View/Download:11/0  |  Submit date:2019/07/12
intelligent sensors  social transportation  multi-channel signals  event detection  word2vec-based event fusion  
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
Favorite  |  View/Download:98/0  |  Submit date:2018/01/08
Generative Adversarial Networks  Parallel Transportation Systems  Acp  Deep Learnin  Parallel Learning  Parallel Intelligence  
Framework for fusing traffic information from social and physical transportation data 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 8
Authors:  Zheng, Zhihao;  Wang, Chengcheng;  Wang, Pu;  Xiong, Yusha;  Zhang, Fan;  Lv, Yisheng
Favorite  |  View/Download:34/0  |  Submit date:2018/10/10
Using Adverse Weather Data in Social Media to Assist with City-Level Traffic Situation Awareness and Alerting 期刊论文
APPLIED SCIENCES-BASEL, 2018, 卷号: 8, 期号: 7
Authors:  Lu, Hao;  Zhu, Yifan;  Shi, Kaize;  Lv, Yisheng;  Shi, Pengfei;  Niu, Zhendong
Favorite  |  View/Download:81/0  |  Submit date:2018/10/10
City-level Traffic Alerting  Adverse Weather  Social Transportation  Crowdsourcing Knowledge  Intelligent Transportation System  
Data-driven design of the extended fuzzy neural network having linguistic outputs 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 卷号: 34, 期号: 1, 页码: 349-360
Authors:  Li, Chengdong;  Ding, Zixiang;  Qian, Dianwei;  Lv, Yisheng
Favorite  |  View/Download:29/0  |  Submit date:2018/10/10
Data-driven Method  Fuzzy Neural Network  Multi-objective Optimization  Structure Reduction  
Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction 期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 1
Authors:  Li, Chengdong;  Ding, Zixiang;  Yi, Jianqiang;  Lv, Yisheng;  Zhang, Guiqing
Favorite  |  View/Download:67/0  |  Submit date:2018/10/10
Building Energy Consumption Prediction  Deep Belief Network  Contrastive Divergence Algorithm  Least Squares Learning  Energy-consuming Pattern