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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  
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:  Li,Dichao;  Gong,Zhiguo;  Zhang,Defu
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/09
Graphical models  machine learning  recommender systems  transfer learning  
Trend following in financial time series with multi-objective optimization Journal article
Applied Soft Computing Journal, 2018,Volume: 66,Page: 149-167
Authors:  Liu,Jingyuan;  Si,Yain Whar;  Zhang,Defu;  Zhou,Ligang
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/11
Financial time series  Particle swarm optimization  Simulated annealing  Technical analysis  Trend following  
Three-stage heuristic algorithm for three-dimensional irregular packing problem Journal article
APPLIED MATHEMATICAL MODELLING, 2017,Volume: 41,Page: 431-444
Authors:  Wu Hongteng;  Leung Stephen C.H.;  Si Yain-whar;  Zhang Defu;  Lin Adi
Favorite |  | TC[WOS]:5 TC[Scopus]:8 | Submit date:2018/10/30
Packing  Irregular Packing Problem  Three-stage Heuristic Algorithms