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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:17/4
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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
Development of Digital Fetal Heart Models with Virtual Ultrasound Function Based on Cardiovascular Casting and Computed Tomography Scan
期刊论文
BIOENGINEERING-BASEL, 2022, 卷号: 9, 期号: 10, 页码: 9
Authors:
Yang, Qi
;
Han, Jiancheng
;
Wang, Rui
;
Zhang, Tong
;
Zhang, Yingying
;
Wang, Jingyi
;
Xu, Lei
;
Hou, Zengguang
;
Wang, Shuangyi
;
He, Yihua
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View/Download:28/0
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Submit date:2022/11/21
congenital heart disease
fetal echocardiography
digital twin
cardiovascular casting
virtual ultrasound
BAI-Net: Individualized Anatomical Cerebral Cartography Using Graph Neural Network
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 1-12
Authors:
Ma L(马亮)
;
Zhang Y(张瑜)
;
Zhang HT(张瀚天)
;
Cheng LQ(程禄祺)
;
Yang ZY(杨正宜)
;
Lu YH(陆玉恒)
;
Shi WY(时维阳)
;
Li W(李雯)
;
Zhuo JJ(卓俊杰)
;
Wang JJ(王娇健)
;
Fan LZ(樊令仲)
;
Jiang TZ(蒋田仔)
Adobe PDF(16100Kb)
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Submit date:2023/01/04
anatomical connectivity fingerprints
heritability
individualized brain atlas
graph neural network
topography variability
Multi-Modal Domain Adaptation Variational Auto-encoder for EEG-Based Emotion Recognition
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
Authors:
Wang, Yixin
;
Qiu, Shuang
;
Li, Dan
;
Du, Changde
;
Lu, Bao-Liang
;
He, Huiguang
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View/Download:19/0
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Submit date:2022/11/14
Cycle-consistency
domain adaptation
electroencephalograph (EEG)
multi modality
variational autoencoder
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules
期刊论文
INFORMATION SCIENCES, 2022, 卷号: 610, 页码: 1-13
Authors:
Zhao, Dongcheng
;
Li, Yang
;
Zeng, Yi
;
Wang, Jihang
;
Zhang, Qian
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View/Download:17/0
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Submit date:2022/11/14
Spiking Neural Network
Capsual Neural Netowrk
Biologically Plausible Routing
Noise Robustness
Affine Transformation Robustness
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:
Xi, Jinhao
;
Zhu, Fenghua
;
Ye, Peijun
;
Lv, Yisheng
;
Tang, Haina
;
Wang, Fei-Yue
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View/Download:31/0
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Submit date:2022/09/19
Reinforcement learning
Pricing
Heuristic algorithms
Supply and demand
Surges
Vehicle dynamics
Vehicles
Deep reinforcement learning
online ride-hailing system
hierarchical repositioning framework
parallel coordination mechanism
mixed state
Impaired time-distance reconfiguration patterns in Alzheimer's disease: a dynamic functional connectivity study with 809 individuals from 7 sites
期刊论文
BMC Bioinformatics, 2022, 卷号: 23, 期号: Suppl 6
Authors:
Du,Kai
;
Chen,Pindong
;
Zhao,Kun
;
Qu,Yida
;
Kang,Xiaopeng
;
Liu,Yong
;
,
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View/Download:56/0
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Submit date:2022/07/25
Time distance nodal connectivity diversity
Dynamic functional connectivity
Network reconfiguration
Multicenter
Alzheimer's disease
Electromagnetic Angular Position Sensing Using High-Magnetic-Permeability Materials
期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 12, 页码: 11626-11636
Authors:
Wang, Heng
;
Wang, Shuangyi
;
Rajamani, Rajesh
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Submit date:2022/07/25
Sensors
Magnetic sensors
Robot sensing systems
Magnetic field measurement
Electromagnets
Estimation
Magnetic separation
Angular position sensing
position estimation
high-magnetic-permeabilitymaterial
disturbance rejection
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:40/0
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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)
Cross-spectral iris recognition by learning device-specific band
期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 卷号: 32, 期号: 6, 页码: 3810 - 3824
Authors:
Wei Jianze
;
Wang Yunlong
;
Li Yi
;
He Ran
;
Sun Zhenan
Adobe PDF(7018Kb)
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Submit date:2022/06/14
iris recognition
device-specific band
cross- spectral recognition
adversarial strategy