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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
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2022/05/13
Complex Embeddings  Graph Convolutional Network  Knowledge Graph  Link Prediction  Tensor Decomposition  
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]:5 TC[Scopus]:7 | Submit date:2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
A common topic transfer learning model for crossing city POI recommendations Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 12,Page: 4282-4295
Authors:  Dichao Li;  Zhiguo Gong;  Defu Zhang
Favorite |  | TC[WOS]:13 TC[Scopus]:13 | Submit date:2021/03/09
Graphical Models  Machine Learning  Recommender Systems  Transfer Learning  
A novel forecasting method based on multi-order fuzzy time series and technical analysis Journal article
Information Sciences, 2016,Volume: 367-368,Page: 41-57
Authors:  Furong Ye;  Liming Zhang;  Defu Zhang;  Hamido Fujita;  Zhiguo Gong
Favorite |  | TC[WOS]:68 TC[Scopus]:79 | Submit date:2019/02/12
Financial Forecasting  Fuzzy Time Series  Genetic Algorithm  Technical Analysis