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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]:11 | 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]:84 TC[Scopus]:93 | 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]:21 | 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]:16 TC[Scopus]:25 | 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]:37 TC[Scopus]:51 | Submit date：2018/10/30
Swarm Fusion Swarm Intelligence Algorithm Multi-objective Crossover Rebalancing Imbalanced Data Classification |
