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Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction Journal article
Pattern Recognition, 2022,Volume: 131
Authors:  Lu, Xiaohuan;  Long, Jiang;  Wen, Jie;  Fei, Lunke;  Zhang, Bob;  Xu, Yong
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Dimensionality Reduction  Feature Extraction  Graph Embedding  Unsupervised Learning  
Complex graph convolutional network for link prediction in knowledge graphs Journal article
Expert Systems with Applications, 2022,Volume: 200
Authors:  Zeb, Adnan;  Saif, Summaya;  Chen, Junde;  Haq, Anwar Ul;  Gong, Zhiguo;  Zhang, Defu
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Complex Embeddings  Graph Convolutional Network  Knowledge Graph  Link Prediction  Tensor Decomposition  
CDGAT: A graph attention network method for credit card defaulters prediction Journal article
Applied Intelligence, 2022
Authors:  Wu, Jun;  Zhao, XiongFei;  Yuan, Hang;  Si, Yain-Whar
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Credit Scoring  Defaulters Prediction  Graph Convolutional Neural Network  Node Classi cation  Neighbors Sampling  
Public transport for Smart cities: Recent Innovations and future challenges Journal article
European Journal of Operational Research, 2022
Authors:  KUO, Y.-H.;  Janny M.Y. Leung;  YAN, Yimo
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Transportation  Public Transit  Smart Cities  Analytics  Survey  
A Simple yet Effective Layered Loss for Pre-training of Network Embedding Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Chen, Junyang;  Li, Xueliang;  Li, Yuanman;  Li, Paul;  Wang, Mengzhu;  Zhang, Xiang;  Gong, Zhiguo;  Wu, Kaishun;  Leung, Victor C.M.
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Graph Neural Networks  Layered Loss  Network Embedding  Pre-training Of Unlabeled Nodes  
Multi-view unsupervised feature selection with tensor low-rank minimization Journal article
Neurocomputing, 2022,Volume: 487,Page: 75-85
Authors:  Yuan, Haoliang;  Li, Junyu;  Liang, Yong;  Tang, Yuan Yan
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Graph Embedding  Tensor Low-rank  Unsupervised Feature Selection  
LBSN2Vec++: Heterogeneous Hypergraph Embedding for Location-Based Social Networks Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 4,Issue: 4,Page: 843-1855
Authors:  Yang, Dingqi;  Qu, Bingqing;  Yang, Jie;  Cudre-Mauroux, Philippe
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User Mobility  Social Relationship  Location-based Social Network  Heterogeneous Hypergraph  Graph Embedding  
An In-Depth Study of Microservice Call Graph and Runtime Performance Journal article
IEEE Transactions on Parallel and Distributed Systems, 2022
Authors:  Shutian Luo;  Xu HL(徐歡樂);  Chengzhi Lu;  Kejiang Ye;  Guoyao Xu;  Liping Zhang;  Jian He;  Chengzhong Xu
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DCRS: a deep contrast reciprocal recommender system to simultaneously capture user interest and attractiveness for online dating Journal article
Neural Computing and Applications, 2022,Volume: 34,Issue: 8,Page: 6413-6425
Authors:  Luo, Linhao;  Zhang, Xiaofeng;  Chen, Xiaoyun;  Liu, Kai;  Peng, Dan;  Yang, Xiaofei
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Graph Embedding  Online Dating  Reciprocal Recommendation  Recommender System  
Heightening fake information and misinformation around COVID-19 vaccine controversy by examining super-spreaders’ lies. Fake Information and Global Communication. Conference paper
Shanghai International Studies University, Shanghai, China & Online meeting., 2022 March 12
Authors:  Chang, A.;  Ho, M.
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