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Unsupervised Graph Representation Learning with Cluster-aware Self-training and Refining
期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2023, 卷号: 14, 期号: 5, 页码: 21
作者:
Zhu, Yanqiao
;
Xu, Yichen
;
Yu, Feng
;
Liu, Qiang
;
Wu, Shu
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/21
Cluster-aware self-training and refining
unsupervised learning
graph representation learning
Disrupted Gray Matter Networks Associated with Cognitive Dysfunction in Cerebral Small Vessel Disease
期刊论文
BRAIN SCIENCES, 2023, 卷号: 13, 期号: 10, 页码: 19
作者:
Gao, Yian
;
Wang, Shengpei
;
Xin, Haotian
;
Feng, Mengmeng
;
Zhang, Qihao
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/21
cerebral small vessel disease
cerebral microbleeds
voxel-based morphometry
gray matter networks
graph theory
Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens
期刊论文
MOLECULAR NEUROBIOLOGY, 2023, 页码: 14
作者:
Feng, Mengmeng
;
Wen, Hongwei
;
Xin, Haotian
;
Wang, Shengpei
;
Gao, Yian
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
Cerebral small vessel disease burden
Diffusion tensor imaging
probabilistic tractography
Structural network
Graph theory
TREPH: A Plug-In Topological Layer for Graph Neural Networks
期刊论文
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:
Ye, Xue
;
Sun, Fang
;
Xiang, Shiming
收藏
  |  
浏览/下载:207/0
  |  
提交时间:2023/06/19
graph neural network
graph representation learning
topological data analysis
extended persistent homology
Hierarchical Neighbors Embedding
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Liu, Shenglan
;
Yu, Yang
;
Liu, Kaiyuan
;
Wang, Feilong
;
Wen, Wujun
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2023/01/09
Data sparsity
hierarchical neighbors
manifold learning
topological and geometrical properties. the introduced to
Brainnetome atlas of preadolescent children based on anatomical connectivity profiles
期刊论文
CEREBRAL CORTEX, 2022, 页码: 12
作者:
Li, Wen
;
Fan, Lingzhong
;
Shi, Weiyang
;
Lu, Yuheng
;
Li, Jin
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/11/14
anatomical connectivity
Brainnetome atlas
development
diffusion magnetic resonance imaging
preadolescent child
Second-Order Global Attention Networks for Graph Classification and Regression
会议论文
Beijing, China, August 27-28, 2022
作者:
Hu Fenyu
;
Cui Zeyu
;
Wu Shu
;
Liu Qiang
;
Wu Jinlin
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  |  
浏览/下载:5/0
  |  
提交时间:2023/07/06
Synchronization, extreme multistability, and its control for a field coupled neurons with time delays
期刊论文
INTERNATIONAL JOURNAL OF MODERN PHYSICS B, 2022, 卷号: 36, 期号: 19
作者:
Zhang, Li
;
An, Xin-Lei
;
Xiong, Li
;
Qiao, Shuai
;
Shi, Qian-Qian
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  |  
浏览/下载:38/0
  |  
提交时间:2022/08/09
Field coupling
time delay
synchronization
extreme multistability
linear augmentation method
SE-GRU: Structure Embedded Gated Recurrent Unit Neural Networks for Temporal Link Prediction
期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2022, 卷号: 9, 期号: 4, 页码: 2495-2509
作者:
Yin, Yanting
;
Wu, Yajing
;
Yang, Xuebing
;
Zhang, Wensheng
;
Yuan, Xiaojie
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  |  
浏览/下载:41/0
  |  
提交时间:2022/07/25
Time-frequency analysis
Feature extraction
Predictive models
Optimization
Topology
Measurement
Logic gates
Temporal link prediction
dynamic graphs
graph embedding
neural networks
Can financial crisis be detected? Laplacian energy measure
期刊论文
EUROPEAN JOURNAL OF FINANCE, 2022, 页码: 28
作者:
Huang, Chuangxia
;
Deng, Yunke
;
Yang, Xin
;
Yang, Xiaoguang
;
Cao, Jinde
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/02/07
Financial crisis
complex network
Laplacian energy
network structure
seasonal-trend decomposition procedure based on loess (STL)
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