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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]:0 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, 2018,Volume: 49,Issue: 12,Page: 4282-4295 Authors: Dichao Li; Zhiguo Gong ; Defu Zhang
 Favorite | | TC[WOS]:11 TC[Scopus]:12 | 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]:11 TC[Scopus]:15 | 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]:4 TC[Scopus]:5 | 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]:4 TC[Scopus]:5 | 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]:12 TC[Scopus]:13 | 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]:40 TC[Scopus]:55 | 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]:9 TC[Scopus]:13 | Submit date:2018/10/30 Packing Irregular Packing Problem Three-stage Heuristic Algorithms |
| 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]:6 TC[Scopus]:9 | Submit date:2019/02/14 Combinatorial Optimisation Heuristic Algorithm Packing Problem Variable Neighbourhood Search |