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Attributed Collaboration Network Embedding for Academic Relationship Mining Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 1
Authors:  WEI WANG;  JIAYING LIU;  TAO TANG;  SUPPAWONG TUAROB;  FENG XIA;  ZHIGUO GONG;  IRWIN KING
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Academic Information Retrieval  Graph Learning  Network Embedding  Scientific Collaboration  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Expert Systems with Applications, 2021,Volume: 167
Authors:  Adnan Zeb;  Anwar Ul Haq;  Defu Zhang;  Junde Chen;  Zhiguo Gong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Page: 1-13
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Extreme learning machine  Multi-class classification  Multinomial distribution  Sparse Bayesian  Sparse learning  
HNS: Hierarchical negative sampling for network representation learning Journal article
Information Sciences, 2021,Volume: 542,Page: 343-356
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2020/12/04
Hierarchical Negative Sampling  Network Embeddings  Network Representation Learning  
ST-MGAT: Spatial-Temporal Multi-Head Graph Attention Networks for Traffic Forecasting Conference paper
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
Authors:  Tian,Kelang;  Guo,Jingjie;  Ye,Kejiang;  Xu,Cheng Zhong
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Graph Convolutional Networks  Spatial-Temporal Model  Traffic Forecasting  
Collaborative Filtering with Network Representation Learning for Citation Recommendation Journal article
IEEE Transactions on Big Data, 2020
Authors:  Wei Wang;  Tao Tang;  Feng Xia;  Zhiguo Gong;  Zhikui Chen;  Huan Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2020/12/04
Citation Recommendation  Collaborative Filtering  Network Representation Learning  Scholarly Big Data  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings, Ireland, October 19–23, 2020
Authors:  Yajun Huang;  Jingbin Zhang;  Yiyang Yang;  Zhiguo Gong;  Zhifeng Hao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Big Data  Graph Neural Networks  High-dimensional Data  Neural Networks  Semi-supervised Learning  Visualization  
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network Journal article
Computers in Biology and Medicine, 2020,Volume: 123
Authors:  Liu,Yu;  Ding,Yufeng;  Li,Chang;  Cheng,Juan;  Song,Rencheng;  Wan,Feng;  Chen,Xun
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/03/11
Capsule network  Deep learning  Electroencephalogram (EEG)  Emotion recognition