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自动化研究所 [11]
计算技术研究所 [3]
地理科学与资源研究所 [2]
合肥物质科学研究院 [2]
兰州理工大学 [1]
上海药物研究所 [1]
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期刊论文 [18]
会议论文 [1]
学位论文 [1]
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2021 [20]
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GL-GCN: Global and Local Dependency Guided Graph Convolutional Networks for aspect-based sentiment classification
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 186, 页码: 11
作者:
Zhu, Xiaofei
;
Zhu, Ling
;
Guo, Jiafeng
;
Liang, Shangsong
;
Dietze, Stefan
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/12/01
Graph convolutional networks
Aspect-based sentiment classification
Attention mechanism
Sentiment analysis
Drug target inference by mining transcriptional data using a novel graph convolutional network framework
期刊论文
PROTEIN & CELL, 2021, 页码: 21
作者:
Zhong, Feisheng
;
Wu, Xiaolong
;
Yang, Ruirui
;
Li, Xutong
;
Wang, Dingyan
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  |  
浏览/下载:22/0
  |  
提交时间:2021/12/01
drug target inference
transcriptomics
deep learning
experimental verification
DVFENet: Dual-branch voxel feature extraction network for 3D object detection
期刊论文
NEUROCOMPUTING, 2021, 卷号: 459, 页码: 201-211
作者:
He, Yunqian
;
Xia, Guihua
;
Luo, Yongkang
;
Su, Li
;
Zhang, Zhi
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  |  
浏览/下载:32/0
  |  
提交时间:2021/12/28
Point cloud
3D object detection
Graph convolutional network
Attention mechanism
Decoupled RPN
Knowledge Graph enhanced Neural Collaborative Filtering with Residual Recurrent Network
期刊论文
NEUROCOMPUTING, 2021, 卷号: 454, 页码: 417-429
作者:
Sang, Lei
;
Xu, Min
;
Qian, Shengsheng
;
Wu, Xindong
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  |  
浏览/下载:83/0
  |  
提交时间:2021/08/15
Recommendation system
Knowledge Graph
Relational Path Embedding
Neural Collaborative Filtering
Residual Recurrent Network
AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction
期刊论文
NEUROCOMPUTING, 2021, 卷号: 445, 页码: 298-308
作者:
Zhou, Hao
;
Ren, Dongchun
;
Xia, Huaxia
;
Fan, Mingyu
;
Yang, Xu
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  |  
浏览/下载:22/0
  |  
提交时间:2021/08/15
Pedestrian trajectory prediction
Graph neural networks
Spatio-temporal graph
Graph attention
Interactive prostate MR image segmentation based on ConvLSTMs and GGNN
期刊论文
Neurocomputing, 2021, 卷号: 438, 页码: 84-93
作者:
Tian, Zhiqiang
;
Li, Xiaojian
;
Chen, Zhang
;
Zheng, Yaoyue
;
Fan, Hongcheng
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  |  
浏览/下载:11/0
  |  
提交时间:2021/04/12
Automation
Diseases
Magnetic resonance
Magnetic resonance imaging
Statistical tests
Urology
Automated methods
Graph neural networks
Intensity distribution
Interactive segmentation methods
Prostate cancers
Prostate segmentation
State-of-the-art methods
User interaction
定量降水机器学习模型与方法研究
学位论文
中国科学院自动化研究所: 中国科学院大学, 2021
作者:
吴雅婧
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浏览/下载:34/0
  |  
提交时间:2021/06/18
机器学习
定量降水估计
定量降水预报
深度图神经网络
时空图卷 积网络
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks
期刊论文
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 28
作者:
Li, Mingxiao
;
Gao, Song
;
Lu, Feng
;
Liu, Kang
;
Zhang, Hengcai
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  |  
浏览/下载:62/0
  |  
提交时间:2021/06/10
Human activity intensity prediction
graph convolutional networks
social interaction
mobile phone data
human mobility
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification
期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 卷号: 17, 期号: 1, 页码: 13
作者:
Fu, Sichao
;
Liu, Weifeng
;
Guan, Weili
;
Zhou, Yicong
;
Tao, Dapeng
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/06/15
Graph representation learning
graph convolutional networks
semisupervised classification
GraphAIR: Graph representation learning with neighborhood aggregation and interaction
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 112, 页码: 11
作者:
Hu, Fenyu
;
Zhu, Yanqiao
;
Wu, Shu
;
Huang, Weiran
;
Wang, Liang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/03/29
Graph representation learning
Neighborhood aggregation
Graph neural networks
Neighborhood interaction
Node classification
Link prediction
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