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Dynamic swarm class rebalancing for the process mining of rare events Journal article
The Journal of Supercomputing, 2021,Volume: 77,Page: 7549-7583
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu;  Kok‑leong Ong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
Comparative research of swam intelligence clustering algorithms for analyzing medical data Journal article
IEEE Access, 2019,Volume: 7,Page: 137560-137569
Authors:  XUEYUAN GONG;  LIANSHENG LIU;  SIMON FONG;  QIWEN XU;  TINGXI WEN;  ZHIHUA LIU
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Medical Data Analysis  Data Mining  Swarm Intelligence  Clustering Algorithms  
Particle filter grey Wolf optimization for parameter estimation of nonlinear dynamic system Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Zhang,Cuilian;  Yang,Xu;  Lilingbo,;  Wong,Derek F.
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Grey Wolf Optimization  MCMC  Parameter Estimation  Particle Filter  
Data stream mining with swarm decision table in fog computing environment Conference paper
BDIOT 2018: Proceedings of the 2018 2nd International Conference on Big Data and Internet of Things, Beijing China, 24 October, 2018- 26 October, 2018
Authors:  Jiaxue Li;  Simon Fong;  Tengyue Li;  Wei Song
Favorite |  | TC[WOS]:4 TC[Scopus]:2 | Submit date:2019/02/13
Fog Computing  Internet Of Things  Data Analytics  Data Mining  Sdt  Chemical Gas Sensors  
Dynamic group optimisation algorithm for training feed-forward neural networks Journal article
NEUROCOMPUTING, 2018,Volume: 314,Page: 1-19
Authors:  Rui Tang;  Simon Fong;  Suash Deb;  Athanasios V. Vasilakos;  Richard C Millham
Favorite |  | TC[WOS]:12 TC[Scopus]:11 | Submit date:2018/10/30
Dynamic Group Optimisation Algorithm  Metaheuristic Algorithm  Neural Network  
Data stream mining in fog computing environment with feature selection using ensemble of swarm search algorithms Conference paper
2018 Conference on Information Communications Technology and Society, ICTAS 2018 - Proceedings, Durban, South Africa, 8-9 March 2018
Authors:  Bin Bin Ma;  Simon Fong;  Richard Millham
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Fog Computing  Internet Of Things  Data Mining  Data Analytics  Gas Sensor  
A novel algorithm for neural network architecture generation, parameter optimization and feature selection - ParFeatArch generator Conference paper
ISMSI '18: Proceedings of the 2nd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, Phuket Thailand, 24 March, 2018- 25 March, 2018
Authors:  Ricardo Brito;  Simon Fong;  Yaoyang WU;  Suash Deb
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Particle Swarm Optimization (Pso)  Neural Networks  Feature Selection  Generative Algorithms  
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
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Vehicle Routing Problem  Artificial Bee Colony  Artificial Immune System  Packing Problem  
Solving permutation flow-shop scheduling problem by rhinoceros search algorithm Journal article
Soft Computing, 2018,Volume: 22,Issue: 18,Page: 6025-6034
Authors:  Suash Deb;  Zhonghuan Tian;  Simon Fong;  Rui Tang;  Raymond Wong;  Nilanjan Dey
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Rhinoceros Search Algorithm  Elephant Search Algorithm  Meta-heuristic  Optimization Problems  
Distributed learning particle swarm optimizer for global optimization of multimodal problems Journal article
FRONTIERS OF COMPUTER SCIENCE, 2018,Volume: 12,Issue: 1,Page: 122-134
Authors:  Zhang, Geng;  Li, Yangmin;  Shi, Yuhui
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2018/10/30
particle swarm optimizer (PSO)  orthogonal experimental design (OED)  swarm intelligence