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STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors:  Zebing Wei;  Hongxia Zhao;  Zhishuai Li;  Xiaojie Bu;  Yuanyuan Chen;  Xiqiao Zhang;  Yisheng Lv;  Fei-Yue Wang
Adobe PDF(7068Kb)  |  Favorite  |  View/Download:15/3  |  Submit date:2023/01/03
Deep learning  graph neural network (GNN)  multi-stream  spatial-temporal feature extraction  temporal graph  traffic prediction  
A Spatiotemporal Hybrid Model for Airspace Complexity Prediction 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 8
Authors:  Du, Wenbo;  Li, Biyue;  Chen, Jun;  Lv, Yisheng;  Li, Yumeng
Favorite  |  View/Download:14/0  |  Submit date:2022/11/14
Complexity theory  Atmospheric modeling  Spatiotemporal phenomena  Predictive models  Deep learning  Correlation  Air traffic control  
Multi-level semantic fusion network for Chinese medical named entity recognition 期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 133, 页码: 8
Authors:  Shi, Jintong;  Sun, Mengxuan;  Sun, Zhengya;  Li, Mingda;  Gu, Yifan;  Zhang, Wensheng
Favorite  |  View/Download:6/0  |  Submit date:2023/01/09
Medical named entity recognition  Multi-level semantic fusion  Syntactic dependency parsing  Graph neural network  
Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 3, 页码: 18
Authors:  Li, Jinfeng;  Liu, Weifeng;  Zhou, Yicong;  Yu, Jun;  Tao, Dapeng;  Xu, Changsheng
Favorite  |  View/Download:81/0  |  Submit date:2022/06/10
Domain adaptation  domain-invariant graph  the Nystrom method  few labeled source samples  
SLAN: Similarity-aware aggregation network for embedding out-of-knowledge-graph entities 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 186-196
Authors:  Li, Mingda;  Sun, Zhengya;  Zhang, Wensheng
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Knowledge graph embedding  Out-of-knowledge-graph entities  Knowledge graph completion  Similarity search  
SpecMNet: Spectrum mend network for monaural speech enhancement 期刊论文
APPLIED ACOUSTICS, 2022, 卷号: 194, 页码: 9
Authors:  Fan, Cunhang;  Zhang, Hongmei;  Yi, Jiangyan;  Lv, Zhao;  Tao, Jianhua;  Li, Taihao;  Pei, Guanxiong;  Wu, Xiaopei;  Li, Sheng
Favorite  |  View/Download:50/0  |  Submit date:2022/07/25
Monaural speech enhancement  Speech distortion  Spectrum mend network  SI-SNR  BLSTM  
Denoising of scanning electron microscope images for biological ultrastructure enhancement 期刊论文
JOURNAL OF BIOINFORMATICS AND COMPUTATIONAL BIOLOGY, 2022, 卷号: 20, 期号: 03, 页码: 21
Authors:  Chang, Sheng;  Shen, Lijun;  Li, Linlin;  Chen, Xi;  Han, Hua
Favorite  |  View/Download:30/0  |  Submit date:2022/09/19
SEM  noise model  denoising  variance stabilization transformation  two-stage multi-loss  deep learning  
A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
Authors:  Li, Zhishuai;  Xiong, Gang;  Wei, Zebing;  Lv, Yisheng;  Anwar, Noreen;  Wang, Fei-Yue
Favorite  |  View/Download:43/0  |  Submit date:2022/07/25
GPS trajectory  human mobility  semi-supervised learning  transportation mode detection (TMD)  
Multimodal Magnetic Resonance Imaging Reveals Aberrant Brain Age Trajectory During Youth in Schizophrenia Patients 期刊论文
FRONTIERS IN AGING NEUROSCIENCE, 2022, 卷号: 14, 页码: 11
Authors:  Huang, Jiayuan;  Ke, Pengfei;  Chen, Xiaoyi;  Li, Shijia;  Zhou, Jing;  Xiong, Dongsheng;  Huang, Yuanyuan;  Li, Hehua;  Ning, Yuping;  Duan, Xujun;  Li, Xiaobo;  Zhang, Wensheng;  Wu, Fengchun;  Wu, Kai
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schizophrenia  accelerated brain aging  brain age gap  multimodal magnetic resonance imaging  machine learning  
Special Section on Safety of Automated Driving in Intelligent Transportation Systems 期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 卷号: 14, 期号: 2, 页码: 8-9
Authors:  Wang, Hong;  Lv, Chen;  Hu, Xiaosong;  Lv, Yisheng;  Li, Lingxi;  Hashemi, Ehsan;  Wang, Meng
Favorite  |  View/Download:40/0  |  Submit date:2022/06/10