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A hybrid spatiotemporal model combining graph attention network and gated recurrent unit for regional composite air pollution prediction and collaborative control Journal article
Wang, Li, Hu, Baicheng, Zhao, Yuan, Song, Kunlin, Ma, Jianmin, Gao, Hong, Huang, Tao, Mao, Xiaoxuan. A hybrid spatiotemporal model combining graph attention network and gated recurrent unit for regional composite air pollution prediction and collaborative control[J]. Sustainable Cities and Society, 2024, 116, 105925.
Authors:  Wang, Li;  Hu, Baicheng;  Zhao, Yuan;  Song, Kunlin;  Ma, Jianmin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.5/10.0 | Submit date:2024/12/26
Attention Matrix  Community Network  Gat-gru  Pm2.5, O3  
A Time-Varying Network for Cryptocurrencies Journal article
Guo, Li, Wolfgang K. Härdle, Tao, Yubo. A Time-Varying Network for Cryptocurrencies[J]. Journal of Business and Economic Statistics, 2024, 42(2), 437-456.
Authors:  Guo, Li;  Wolfgang K. Härdle;  Tao, Yubo
Favorite | TC[WOS]:6 TC[Scopus]:2  IF:2.9/4.8 | Submit date:2022/11/12
Co-clustering  Community Detection  Covariates  Dynamic Stochastic Blockmodel  Network Risk  Momentum  
Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation Conference paper
Chen, Junyang, Zou, Guoxuan, Zhou, Pan, Yirui, Wu, Chen, Zhenghan, Su, Houcheng, Wang, Huan, Gong, Zhiguo. Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation[C], 2024, 8283-8291.
Authors:  Chen, Junyang;  Zou, Guoxuan;  Zhou, Pan;  Yirui, Wu;  Chen, Zhenghan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date:2024/05/16
Dmkm: Graph Mining, Social Network Analysis & Community  Dmkm: Anomaly/outlier Detection  Dmkm: Recommender Systems  Ml: Deep Learning Algorithms  Ml: Deep Learning Theory  Ml: Graph-based Machine Learning  Ml: Semi-supervised Learning  Ml: Transparent, Interpretable, Explainable Ml  Ml: Unsupervised & Self-supervised Learning  
Stock co-jump networks Journal article
Yi Ding, Yingying Li, Guoli Liu, Xinghua Zheng. Stock co-jump networks[J]. Journal of Econometrics, 2023, 239(2), 105420.
Authors:  Yi Ding;  Yingying Li;  Guoli Liu;  Xinghua Zheng
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:9.9/6.7 | Submit date:2023/08/03
Co-jumps  Community Detection  High-frequency Data  Jumps  Network  Stock Dependence  
When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method Journal article
Yaping Zheng, Xiaofeng Zhang, Shiyi Chen, Xinni Zhang, Xiaofei Yang, Di Wang. When Convolutional Network Meets Temporal Heterogeneous Graphs: An Effective Community Detection Method[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35(2), 2173-2178.
Authors:  Yaping Zheng;  Xiaofeng Zhang;  Shiyi Chen;  Xinni Zhang;  Xiaofei Yang; et al.
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:8.9/8.8 | Submit date:2023/02/22
Graph Convolutional Network  Heterogeneous Graph  Temporal Graph  Community Detection  
Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning Journal article
Chen, Junyang, Gong, Zhiguo, Mo, Jiqian, Wang, Wei, Wang, Wei, Wang, Cong, Dong, Xiao, Liu, Weiwen, Wu, Kaishun. Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(11), 6737-6748.
Authors:  Chen, Junyang;  Gong, Zhiguo;  Mo, Jiqian;  Wang, Wei;  Wang, Wei; et al.
Favorite | TC[WOS]:18 TC[Scopus]:17  IF:10.2/10.4 | Submit date:2022/12/01
Adversarial Learning  Network Embedding (Ne)  Overlapping Community Detection  Self-training  
Understanding Clusters of Tourist Behavior Associations using Network Analysis Journal article
Fan, Wei, Fong, Davis Ka Chio, Li, Gang, Law, Rob. Understanding Clusters of Tourist Behavior Associations using Network Analysis[J]. International Journal of Hospitality and Tourism Administration, 2021, 22(5), 502-523.
Authors:  Fan, Wei;  Fong, Davis Ka Chio;  Li, Gang;  Law, Rob
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.9/3.1 | Submit date:2021/11/17
Community Structure  Network Analysis  Tourist Behavior  
Understanding Clusters of Tourist Behavior Associations Using Network Analysis Journal article
Fan, W., Fong, K. C., Li, G., Law, R.. Understanding Clusters of Tourist Behavior Associations Using Network Analysis[J]. International Journal of Hospitality & Tourism Administration, 2019, 22(5), 502-523.
Authors:  Fan, W.;  Fong, K. C.;  Li, G.;  Law, R.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:2.9/3.1 | Submit date:2022/08/28
Network Analysis  Community Structure  Tourist Behavior  
Autonomous Resource Request Transaction Framework Based on Blockchain in Social Network Journal article
Gu, Ke, Wang, Linyu, Jia, Weijia. Autonomous Resource Request Transaction Framework Based on Blockchain in Social Network[J]. IEEE Access, 2019, 7, 43666-43678.
Authors:  Gu, Ke;  Wang, Linyu;  Jia, Weijia
Favorite | TC[WOS]:9 TC[Scopus]:12  IF:3.4/3.7 | Submit date:2022/05/23
Blockchain  Community  Resource Request  Social Network  Transaction  
Identifying diverse reviews about products Journal article
Haitao Zou, Zhiguo Gong, Weishu Hu. Identifying diverse reviews about products[J]. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2017, 20(2), 351-369.
Authors:  Haitao Zou;  Zhiguo Gong;  Weishu Hu
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.7/2.6 | Submit date:2018/10/30
Community Detection  Review Analysis  Social Network