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KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Expert Systems with Applications, 2021,Volume: 167
Authors:  Zeb,Adnan;  Ul Haq,Anwar;  Zhang,Defu;  Chen,Junde;  Gong,Zhiguo
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]:0 | Submit date:2021/05/31
Adaptive traffic signal control  Deep learning  Knowledge sharing  Multi-agent reinforcement learning  Transportation network  
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]:1 TC[Scopus]:2 | 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:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2020/12/04
Hierarchical negative sampling  Network embeddings  Network representation learning  
Attributed Collaboration Network Embedding for Academic Relationship Mining Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 1
Authors:  Wang,Wei;  Liu,Jiaying;  Tang,Tao;  Tuarob,Suppawong;  Xia,Feng;  Gong,Zhiguo;  King,Irwin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
academic information retrieval  graph learning  Network embedding  scientific collaboration  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen;  Dong,Xiao
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.  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Graph Convolutional Networks  Spatial-Temporal Model  Traffic Forecasting  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings
Authors:  Huang,Yajun;  Zhang,Jingbin;  Yang,Yiyang;  Gong,Zhiguo;  Hao,Zhifeng
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  
Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation Journal article
IEEE Transactions on Industrial Informatics, 2020,Volume: 16,Issue: 9,Page: 6124-6132
Authors:  Wang,Wei;  Chen,Junyang;  Wang,Jinzhong;  Chen,Junxin;  Liu,Jinquan;  Gong,Zhiguo
Favorite |  | TC[WOS]:78 TC[Scopus]:18 | Submit date:2020/12/04
Location-based social network  point of interests (POIs)  social Internet of Things  trust  
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