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A Learning-Based Framework for Error Compensation in 3-D Printing 期刊论文
IEEE Transactions on Cybernetics, 2019, 卷号: 49, 期号: 11, 页码: 4042-4050
Authors:  Shen Z(沈震);  Shang XQ(商秀芹);  Zhao MH(赵美华);  Xiong G(熊刚);  Wang FY(王飞跃)
View  |  Adobe PDF(3664Kb)  |  Favorite  |  View/Download:38/7  |  Submit date:2019/09/25
3d Printing  Additive Manufacturing  Cyber Physical System (Cps)  Deep Learning  Error Compensation  
On the Crossroad of Artificial Intelligence: A Revisit to Alan Turing and Norbert Wiener 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 10, 页码: 3618-3626
Authors:  Li, Li;  Zheng, Nan-Ning;  Wang, Fei-Yue
Favorite  |  View/Download:6/0  |  Submit date:2019/12/16
Artificial intelligence (AI)  cybernetics  
PredNet and CompNet: Prediction and High-Precision Compensation of In-Plane Shape Deformation for Additive Manufacturing 会议论文
, Vancouver, BC, Canada, August 22-26, 2019
Authors:  Shen, Zhen;  Shang, Xiuqin;  Li, Yuqing;  Bao, Yin;  Zhang, Xipeng;  Dong, Xisong;  Wan, Li;  Xiong, Gang;  Wang, Fei-Yue
View  |  Adobe PDF(4106Kb)  |  Favorite  |  View/Download:18/2  |  Submit date:2019/10/10
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:44/16  |  Submit date:2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining  
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:21/0  |  Submit date:2019/09/30
Traffic prediction  Deep learning  Detrending  Multi-scale traffic prediction  
Driver Activity Recognition for Intelligent Vehicles: A Deep Learning Approach 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2019, 卷号: 68, 期号: 6, 页码: 5379-5390
Authors:  Xing, Yang;  Lv, Chen;  Wang, Huaji;  Cao, Dongpu;  Velenis, Efstathios;  Wang, Fei-Yue
Favorite  |  View/Download:17/0  |  Submit date:2019/09/30
Driver behavior  driver distraction  convolutional neural network  transfer learning  
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:93/62  |  Submit date:2019/05/07
Traflic flow prediction  deep learning  generative adversarial network  
Parallel Vehicular Networks: A CPSS-Based Approach via Multimodal Big Data in IoV 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2019, 卷号: 6, 期号: 1, 页码: 1079-1089
Authors:  Han, Shuangshuang;  Wang, Xiao;  Zhang, Jun Jason;  Cao, Dongpu;  Wang, Fei-Yue
View  |  Adobe PDF(1880Kb)  |  Favorite  |  View/Download:25/4  |  Submit date:2019/07/12
Cyber-social-physical system (CPSS)  Internet of Vehicles (IoV)  parallel system  social networks  
Long memory is important: A test study on deep-learning based car-following model 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 514, 页码: 786-795
Authors:  Wang, Xiao;  Jiang, Rui;  Li, Li;  Lin, Yi-Lun;  Wang, Fei-Yue
Favorite  |  View/Download:54/0  |  Submit date:2019/01/08
Car-following  Long memory  Hysteresis  Deep learning  
Efficient Confidence-Based Hierarchical Stereo Disparity Upsampling for Noisy Inputs 期刊论文
IEEE Access, 2019, 卷号: 0, 期号: 0, 页码: 0
Authors:  Xiang-bing Meng;  Mei Zhang;  Zhao-xing Zhang;  Rong Wang;  Zheng Geng;  Fei-Yue Wang
View  |  Adobe PDF(3168Kb)  |  Favorite  |  View/Download:150/40  |  Submit date:2018/10/09
Disparity Upsampling  Confidence Evaluation  Noise  Hierarchical Structure  Multichannel Upsampling