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| A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article Journal of Supercomputing, 2022,Volume: 78,Issue: 5,Page: 7428-7463 Authors: Li, Jinyan; Wu, Yaoyang; Fong, Simon ; Tallón-Ballesteros, Antonio J.; Yang, Xin she; Mohammed, Sabah; Wu, Feng
 Favorite | | TC[WOS]:2 TC[Scopus]:2 | 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 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 |
| Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets Journal article Multimedia Tools and Applications, 2019,Volume: 78,Issue: 15,Page: 20913-20933 Authors: Jinyan Li; Simon Fong ; Lian-sheng Liu; Nilanjan Dey; Amira S. Ashour; Luminița Moraru
 Favorite | | TC[WOS]:7 TC[Scopus]:10 | 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 Data Mining, Melbourne, VIC, Australia, August 19-20, 2017 Authors: Jinyan Li; Simon Fong ; Shimin Hu; Raymond K. Wong; Sabah Mohammed
 Favorite | | TC[WOS]:0 TC[Scopus]:1 | 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 SCIENTIFIC REPORTS, 2018,Volume: 8 Authors: Pratiti Bhadra; Jielu Yan; Jinyan Li; Simon Fong ; Shirley W. I. Siu
 Favorite | | TC[WOS]:82 TC[Scopus]:86 | Submit date:2018/10/30 |
| Rare event prediction using similarity majority under-sampling technique Conference paper Soft Computing in Data Science, Yogyakarta, Indonesia, 27-28 November Authors: Jinyan Li; Simon Fong ; Shimin Hu; Victor W. Chu; Raymond K. Wong; Sabah Mohammed; Nilanjan Dey
 Favorite | | TC[WOS]:0 TC[Scopus]:2 | 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 Applied Soft Computing, 2017,Volume: 69,Page: 784-805 Authors: Jinyan Li; Simon Fong ; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi; Yunsick Sung
 Favorite | | TC[WOS]:2 TC[Scopus]:2 | 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 PLOS ONE, 2017,Volume: 12,Issue: 7 Authors: Jinyan Li; Lian-sheng Liu; Simon Fong ; Raymond K. Wong; Sabah Mohammed; Jinan Fiaidhi; Yunsick Sung; Kelvin K. L. Wong
 Favorite | | TC[WOS]:14 TC[Scopus]:20 | Submit date:2018/10/30 |
| Elitist Binary Wolf Search Algorithm for Heuristic Feature Selection in High-Dimensional Bioinformatics Datasets Journal article SCIENTIFIC REPORTS, 2017,Volume: 7 Authors: Jinyan Li; Simon Fong ; Raymond K. Wong; Richard Millham; Kelvin K. L. Wong
 Favorite | | TC[WOS]:15 TC[Scopus]:23 | Submit date:2018/10/30 |
| Adaptive multi-objective swarm fusion for imbalanced data classification Journal article INFORMATION FUSION, 2017,Volume: 39,Page: 1-24 Authors: Jinyan Li; Simon Fong ; Raymond K. Wong; Victor W. Chu
 Favorite | | TC[WOS]:33 TC[Scopus]:46 | Submit date:2018/10/30 Swarm Fusion Swarm Intelligence Algorithm Multi-objective Crossover Rebalancing Imbalanced Data Classification |