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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：17/4  |  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
Favorite  |  View/Download：28/0  |  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)
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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
Favorite  |  View/Download：19/0  |  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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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
Favorite  |  View/Download：31/0  |  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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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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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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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
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iris recognition  device-specific band  cross- spectral recognition  adversarial strategy