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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:18/4
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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:15/0
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Submit date:2022/11/14
Complexity theory
Atmospheric modeling
Spatiotemporal phenomena
Predictive models
Deep learning
Correlation
Air traffic control
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8, 页码: 1925-1937
Authors:
Fan, Chen-Chen
;
Peng, Liang
;
Wang, Tian
;
Yang, Hongjun
;
Zhou, Xiao-Hu
;
Ni, Zhen-Liang
;
Wang, Guan'an
;
Chen, Sheng
;
Zhou, Yan-Jie
;
Hou, Zeng-Guang
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View/Download:93/0
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Submit date:2022/09/19
Magnetic resonance imaging
Generative adversarial networks
Task analysis
Three-dimensional displays
Training
Generators
Data models
Alzheimer's disease
magnetic resonance imaging
generative adversarial network
Deep patch learning algorithms with high interpretability for regression problems
期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2022, 页码: 38
Authors:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
;
Wang, Shiping
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View/Download:41/0
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Submit date:2022/07/25
deep learning
deep patch learning fuzzy system
fuzzy C-means clustering
interpretability
maximum information coefficient (MIC)
Pearson's correlation coefficients (PCC)
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:32/0
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Submit date:2022/09/19
SEM
noise model
denoising
variance stabilization transformation
two-stage multi-loss
deep learning
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:44/0
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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:41/0
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Submit date:2022/06/10
Design and Optimization of an Untethered High-Performance Robotic Tuna
期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 页码: 11
Authors:
Tong, Ru
;
Wu, Zhengxing
;
Chen, Di
;
Wang, Jian
;
Du, Sheng
;
Tan, Min
;
Yu, Junzhi
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View/Download:53/0
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Submit date:2022/06/06
Robots
Sports
Propulsion
Robot kinematics
Shape
Optimization
Prototypes
High maneuverability
high swimming
motion control
motion optimization
robotic tuna
A Spatiotemporal Neural Network Model for Estimated-Time-of-Arrival Prediction of Flights in a Terminal Maneuvering Area
期刊论文
IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE, 2022, 页码: 14
Authors:
Ma, Yan
;
Du, Wenbo
;
Chen, Jun
;
Thong, Yu
;
Lv, Yisheng
;
Coo, Xianbin
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View/Download:45/0
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Submit date:2022/02/16
Trajectory
Predictive models
Boosting
Atmospheric modeling
Spatiotemporal phenomena
Meteorology
Prediction algorithms
Fuzzy C-Means Clustering Based Deep Patch Learning With Improved Interpretability for Classification Problems
期刊论文
IEEE ACCESS, 2022, 卷号: 10, 页码: 49873-49891
Authors:
Huang, Yunhu
;
Chen, Dewang
;
Zhao, Wendi
;
Lv, Yisheng
Favorite
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View/Download:29/0
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Submit date:2022/07/25
Computational modeling
Training
Microwave integrated circuits
Deep learning
Data models
Artificial neural networks
Training data
Fuzzy c-means (FCM) clustering
maximal information coefficient (MIC)
random input (RI)
deep patch learning classifier
interpretability