Jinyan Li

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 12

Top Topics

Feature Selection

Optimization Algorithm

Class Distribution

Top Venues

J. Supercomput.

Publications

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. Supercomput. 78 (5) (2022)
Jinyan Li, Yaoyang Wu, Simon Fong, Raymond K. Wong, Victor W. Chu, Kok-Leong Ong, Kelvin Kian Loong Wong
Dynamic swarm class rebalancing for the process mining of rare events. J. Supercomput. 77 (7) (2021)
Jinyan Li, Simon Fong, Liansheng Liu, Nilanjan Dey, Amira S. Ashour, Luminita Moraru
Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets. Multim. Tools Appl. 78 (15) (2019)
Jinyan Li, Simon Fong, Raymond K. Wong, Victor W. Chu
Adaptive multi-objective swarm fusion for imbalanced data classification. Inf. Fusion 39 (2018)
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. Appl. Soft Comput. 69 (2018)
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. SCDS (2017)
Jinyan Li, Simon Fong, Shimin Hu, Raymond K. Wong, Sabah Mohammed
Similarity Majority Under-Sampling Technique for Easing Imbalanced Classification Problem. AusDM (2017)
Jinyan Li, Simon Fong, Sabah Mohammed, Jinan Fiaidhi
Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms. J. Supercomput. 72 (10) (2016)
Jinyan Li, Simon Fong, Zhuang Yan, Richard Khoury
Hierarchical classification in text mining for sentiment analysis of online news. Soft Comput. 20 (9) (2016)
Jinyan Li, Simon Fong, Meng Yuan, Raymond K. Wong
Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data Classification. ADMA (2016)
Jinyan Li, Simon Fong, Yunsick Sung, Kyungeun Cho, Raymond K. Wong, Kelvin Kian Loong Wong
Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification. BioData Min. 9 (2016)
Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S. Huang
A Joint Optimization Framework of Sparse Coding and Discriminative Clustering. IJCAI (2015)
Simon Fong, Suash Deb, Xin-She Yang, Jinyan Li
Feature Selection in Life Science Classification: Metaheuristic Swarm Search. IT Prof. 16 (4) (2014)