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CART-Gait: Cross Angle Refined Training of Cross-View Gait Recognition Conference paper
Liu, Yuxin, Chen, Jinyan, Gao, Zheyan, Li, Shitian. CART-Gait: Cross Angle Refined Training of Cross-View Gait Recognition[C]:Institute of Electrical and Electronics Engineers Inc., 2024.
Authors:  Liu, Yuxin;  Chen, Jinyan;  Gao, Zheyan;  Li, Shitian
Favorite | TC[Scopus]:0 | Submit date：2024/10/10
Gait Recognition  Graph Convolutional Neural Network  Metric Learning  
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Antonio J. Tallón‑Ballesteros, Xin‑she Yang, Sabah Mohammed, Feng Wu. A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data[J]. Journal of Supercomputing, 2022, 78(5), 7428-7463.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Antonio J. Tallón‑Ballesteros;  Xin‑she Yang; et al.
Favorite | TC[WOS]:18 TC[Scopus]:21  IF:2.5/2.4 | Submit date：2022/05/04
Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Raymond K. Wong, Victor W. Chu, Kok‑leong Ong, Kelvin K. L. Wong. Dynamic swarm class rebalancing for the process mining of rare events[J]. The Journal of Supercomputing, 2021, 77, 7549-7583.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.5/2.4 | Submit date：2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
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  
Similarity majority under-sampling technique for easing imbalanced classification problem Conference paper
Jinyan Li, Simon Fong, Shimin Hu, Raymond K. Wong, Sabah Mohammed. Similarity majority under-sampling technique for easing imbalanced classification problem[C], 2018, 3-23.
Authors:  Jinyan Li;  Simon Fong;  Shimin Hu;  Raymond K. Wong;  Sabah Mohammed
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2019/02/13
Imbalanced Classification  Under-sampling  Similarity Measure  Smute  
AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest Journal article
Pratiti Bhadra, Jielu Yan, Jinyan Li, Simon Fong, Shirley W. I. Siu. AmPEP: Sequence-based prediction of antimicrobial peptides using distribution patterns of amino acid properties and random forest[J]. SCIENTIFIC REPORTS, 2018, 8.
Authors:  Pratiti Bhadra;  Jielu Yan;  Jinyan Li;  Simon Fong;  Shirley W. I. Siu
Favorite | TC[WOS]:166 TC[Scopus]:185  IF:3.8/4.3 | Submit date：2018/10/30
Rare event prediction using similarity majority under-sampling technique Conference paper
Jinyan Li, Simon Fong, Shimin Hu, Victor W. Chu, Raymond K. Wong, Sabah Mohammed, Nilanjan Dey. Rare event prediction using similarity majority under-sampling technique[C], 2017, 23-39.
Authors:  Jinyan Li;  Simon Fong;  Shimin Hu;  Victor W. Chu;  Raymond K. Wong; et al.
Favorite | TC[Scopus]:5 | Submit date：2019/02/13
Imbalanced Classification  Under-sampling  Similarity Measure  Smute  
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 Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
Jinyan Li, Lian-sheng Liu, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung, Kelvin K. L. Wong. Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data[J]. PLOS ONE, 2017, 12(7).
Authors:  Jinyan Li;  Lian-sheng Liu;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed; et al.
Favorite | TC[WOS]:37 TC[Scopus]:46  IF:2.9/3.3 | Submit date：2018/10/30
Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets Journal article
Jinyan Li, Simon Fong, Raymond K. Wong, Richard Millham, Kelvin K. L. Wong. Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets[J]. SCIENTIFIC REPORTS, 2017, 7.
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Richard Millham;  Kelvin K. L. Wong
Favorite | TC[WOS]:27 TC[Scopus]:36  IF:3.8/4.3 | Submit date：2018/10/30