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Frequency-domain MLPs are More Effective Learners in Time Series Forecasting Conference paper
Kun Yi, Qi Zhang, Wei Fan, Shoujin Wang, Pengyang Wang, Hui He, Defu Lian, Ning An, Longbing Cao, Zhendong Niu1. Frequency-domain MLPs are More Effective Learners in Time Series Forecasting[C], 2023.
Authors:  Kun Yi;  Qi Zhang;  Wei Fan;  Shoujin Wang;  Pengyang Wang; et al.
Favorite |  | Submit date：2023/12/13
Complex graph convolutional network for link prediction in knowledge graphs Journal article
Zeb, Adnan, Saif, Summaya, Chen, Junde, Haq, Anwar Ul, Gong, Zhiguo, Zhang, Defu. Complex graph convolutional network for link prediction in knowledge graphs[J]. Expert Systems with Applications, 2022, 200, 116796.
Authors:  Zeb, Adnan;  Saif, Summaya;  Chen, Junde;  Haq, Anwar Ul;  Gong, Zhiguo; et al.
Favorite | TC[WOS]:35 TC[Scopus]:44  IF:7.5/7.6 | Submit date：2022/05/13
Knowledge Graph  Link Prediction  Graph Convolutional Network  Complex Embeddings  Tensor Decomposition  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Zeb, Adnan, Ul Haq, Anwar, Zhang, Defu, Chen, Junde, Gong, Zhiguo. KGEL: A novel end-to-end embedding learning framework for knowledge graph completion[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 167, 114164.
Authors:  Zeb, Adnan;  Ul Haq, Anwar;  Zhang, Defu;  Chen, Junde;  Gong, Zhiguo
Favorite | TC[WOS]:19 TC[Scopus]:29  IF:7.5/7.6 | Submit date：2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Zeb, Adnan, Ul Haq, Anwar, Zhang, Defu, Chen, Junde, Gong, Zhiguo. KGEL: A novel end-to-end embedding learning framework for knowledge graph completion[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 167, 114164.
Authors:  Zeb, Adnan;  Ul Haq, Anwar;  Zhang, Defu;  Chen, Junde;  Gong, Zhiguo
Favorite | TC[WOS]:19 TC[Scopus]:29  IF:7.5/7.6 | Submit date：2022/08/26
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
Dichao Li, Zhiguo Gong, Defu Zhang. A common topic transfer learning model for crossing city POI recommendations[J]. IEEE Transactions on Cybernetics, 2019, 49(12), 4282-4295.
Authors:  Dichao Li;  Zhiguo Gong;  Defu Zhang
Favorite | TC[WOS]:23 TC[Scopus]:24  IF:9.4/10.3 | 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
Yain-Whar Si, Veng-Ian Chan, Marlon Dumas, Defu Zhang. A Petri Nets based Generic Genetic Algorithm framework for resource optimization in business processes[J]. Simulation Modelling Practice and Theory, 2018, 86, 72-101.
Authors:  Yain-Whar Si;  Veng-Ian Chan;  Marlon Dumas;  Defu Zhang
Favorite | TC[WOS]:20 TC[Scopus]:28  IF:3.5/3.5 | 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
Jingyuan Liu, Yain-Whar Si, Defu Zhang, Ligang Zhou. Trend following in financial time series with multi-objective optimization[J]. APPLIED SOFT COMPUTING, 2018, 66, 149-167.
Authors:  Jingyuan Liu;  Yain-Whar Si;  Defu Zhang;  Ligang Zhou
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:7.2/7.0 | Submit date：2018/10/30
Financial Time Series  Technical Analysis  Trend Following  Particle Swarm Optimization  Simulated Annealing  
Trend following in financial time series with multi-objective optimization Journal article
Liu,Jingyuan, Si,Yain Whar, Zhang,Defu, Zhou,Ligang. Trend following in financial time series with multi-objective optimization[J]. APPLIED SOFT COMPUTING, 2018, 66, 149-167.
Authors:  Liu,Jingyuan;  Si,Yain Whar;  Zhang,Defu;  Zhou,Ligang
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:7.2/7.0 | Submit date：2021/03/11
Financial Time Series  Particle Swarm Optimization  Simulated Annealing  Technical Analysis  Trend Following  
A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP Journal article
Defu Zhang, Ruibing Dong, Yain-Whar Si, Furong Ye, Qisen Cai. A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP[J]. Applied Soft Computing, 2018, 64, 468-479.
Authors:  Defu Zhang;  Ruibing Dong;  Yain-Whar Si;  Furong Ye;  Qisen Cai
Favorite | TC[WOS]:14 TC[Scopus]:16  IF:7.2/7.0 | 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
Defu Zhang, Sifan Cai, Furong Ye, Yain-Whar Si, Trung Thanh Nguyen. A hybrid algorithm for a vehicle routing problem with realistic constraints[J]. Information Sciences, 2017, 394-395, 167-182.
Authors:  Defu Zhang;  Sifan Cai;  Furong Ye;  Yain-Whar Si;  Trung Thanh Nguyen
Favorite | TC[WOS]:63 TC[Scopus]:88  IF:0/0 | Submit date：2018/10/30
Vehicle Routing Problem  Container Loading  Tabu Search  Artificial Bee Colony Algorithm