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Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article
Jinyan Li, Simon Fong, Lian-sheng Liu, Nilanjan Dey, Amira S. Ashour, Luminița Moraru. Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets[J]. Multimedia Tools and Applications, 2019, 78(15), 20913-20933.
Authors:  Jinyan Li;  Simon Fong;  Lian-sheng Liu;  Nilanjan Dey;  Amira S. Ashour; et al.
Favorite | TC[WOS]:13 TC[Scopus]:18  IF:3.0/2.9 | Submit date：2021/03/09
Meta-heuristic  Medical X-ray Image  Rebalancing  Feature Selection  Dynamic Multi-objective  Bat Algorithm  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
Jinyan Li, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung. A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets[J]. Applied Soft Computing, 2017, 69, 784-805.
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.2/7.0 | Submit date：2021/03/09
Swarm Intelligence Algorithms  Dynamic Multi-objective  Big Highly Imbalanced Dataset  Binary Classification  Rebalancing Algorithm  
Adaptive multi-objective swarm fusion for imbalanced data classification Journal article
Jinyan Li, Simon Fong, Raymond K. Wong, Victor W. Chu. Adaptive multi-objective swarm fusion for imbalanced data classification[J]. INFORMATION FUSION, 2017, 39, 1-24.
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Victor W. Chu
Favorite | TC[WOS]:53 TC[Scopus]:77  IF:14.7/16.1 | Submit date：2018/10/30
Swarm Fusion  Swarm Intelligence Algorithm  Multi-objective  Crossover Rebalancing  Imbalanced Data Classification