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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:  Adnan Zeb;  Anwar Ul Haq;  Defu Zhang;  Junde Chen;  Zhiguo Gong
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | 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, 2018,Volume: 49,Issue: 12,Page: 4282-4295
Authors:  Dichao Li;  Zhiguo Gong;  Defu Zhang
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2021/03/09
Graphical Models  Machine Learning  Recommender Systems  Transfer Learning  
A Petri Nets based Generic Genetic Algorithm framework for resource optimization in business processes Journal article
Simulation Modelling Practice and Theory, 2018,Volume: 86,Page: 72-101
Authors:  Yain-Whar Si;  Veng-Ian Chan;  Marlon Dumas;  Defu Zhang
Favorite |  | TC[WOS]:8 TC[Scopus]:13 | Submit date:2018/10/30
Colored Petri Nets  Genetic Algorithm  Resource Optimization  Business Process Simulation  
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]:3 TC[Scopus]:4 | Submit date:2021/03/11
Financial time series  Particle swarm optimization  Simulated annealing  Technical analysis  Trend following  
Trend following in financial time series with multi-objective optimization Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 66,Page: 149-167
Authors:  Jingyuan Liu;  Yain-Whar Si;  Defu Zhang;  Ligang Zhou
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2018/10/30
Financial Time Series  Technical Analysis  Trend Following  Particle Swarm Optimization  Simulated Annealing  
A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 64,Page: 468-479
Authors:  Defu Zhang;  Ruibing Dong;  Yain-Whar Si;  Furong Ye;  Qisen Cai
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date:2018/10/30
Vehicle Routing Problem  Artificial Bee Colony  Artificial Immune System  Packing Problem  
A hybrid algorithm for a vehicle routing problem with realistic constraints Journal article
INFORMATION SCIENCES, 2017,Volume: 394-395,Page: 167-182
Authors:  Defu Zhang;  Sifan Cai;  Furong Ye;  Yain-Whar Si;  Trung Thanh Nguyen
Favorite |  | TC[WOS]:34 TC[Scopus]:45 | Submit date:2018/10/30
Vehicle Routing Problem  Container Loading  Tabu Search  Artificial Bee Colony Algorithm  
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]:7 TC[Scopus]:10 | Submit date:2018/10/30
Packing  Irregular Packing Problem  Three-stage Heuristic Algorithms  
Tabu search for the real-world carpooling problem Journal article
Journal of Combinatorial Optimization, 2016,Volume: 32,Issue: 2,Page: 492-512
Authors:  Can Huang;  Defu Zhang;  Yain-Whar Si;  Stephen C. H. Leung
Favorite |  | TC[WOS]:8 TC[Scopus]:14 | Submit date:2019/02/14
Carpooling Problem  Routing Problem  Tabu Search  Transportation System  
A hybrid algorithm based on variable neighbourhood for the strip packing problem Journal article
Journal of Combinatorial Optimization, 2016,Volume: 32,Issue: 2,Page: 513-530
Authors:  Defu Zhang;  Yuxin Che;  Furong Ye;  Yain-Whar Si;  Stephen C. H. Leung
Favorite |  | TC[WOS]:5 TC[Scopus]:8 | Submit date:2019/02/14
Combinatorial Optimisation  Heuristic Algorithm  Packing Problem  Variable Neighbourhood Search