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Knowledge Commons of Institute of Automation,CAS
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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)
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View/Download:15/3
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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
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View/Download:14/0
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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
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View/Download:6/0
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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
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View/Download:81/0
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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
Adobe PDF(931Kb)
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View/Download:76/1
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Submit date:2022/06/10
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
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View/Download:50/0
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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
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View/Download:30/0
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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
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View/Download:43/0
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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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View/Download:43/0
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Submit date:2022/06/10
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
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View/Download:40/0
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Submit date:2022/06/10