Jinyan Li

According to our database, Jinyan Li authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data.

Jinyan Li, Yaoyang Wu, Simon Fong, Antonio J. Tallón-Ballesteros, Xin-She Yang, Sabah Mohammed, Feng Wu

J. Supercomput., 2022

2021

Dynamic swarm class rebalancing for the process mining of rare events.

Jinyan Li, Yaoyang Wu, Simon Fong, Raymond K. Wong, Victor W. Chu, Kok-Leong Ong, Kelvin Kian Loong Wong

J. Supercomput., 2021

2019

Dual feature selection and rebalancing strategy using metaheuristic optimization algorithms in X-ray image datasets.

Jinyan Li, Simon Fong, Liansheng Liu, Nilanjan Dey, Amira S. Ashour, Luminita Moraru

Multim. Tools Appl., 2019

2018

Adaptive multi-objective swarm fusion for imbalanced data classification.

Jinyan Li, Simon Fong, Raymond K. Wong, Victor W. Chu

Inf. Fusion, 2018

A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets.

Jinyan Li, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung

Appl. Soft Comput., 2018

2017

Rare Event Prediction Using Similarity Majority Under-Sampling Technique.

Jinyan Li, Simon Fong, Shimin Hu, Victor W. Chu, Raymond K. Wong, Sabah Mohammed, Nilanjan Dey

Proceedings of the Soft Computing in Data Science - Third International Conference, 2017

Similarity Majority Under-Sampling Technique for Easing Imbalanced Classification Problem.

Jinyan Li, Simon Fong, Shimin Hu, Raymond K. Wong, Sabah Mohammed

Proceedings of the Data Mining, 2017

2016

Improving the classification performance of biological imbalanced datasets by swarm optimization algorithms.

Jinyan Li, Simon Fong, Sabah Mohammed, Jinan Fiaidhi

J. Supercomput., 2016

Hierarchical classification in text mining for sentiment analysis of online news.

Jinyan Li, Simon Fong, Zhuang Yan, Richard Khoury

Soft Comput., 2016

Eidetic Wolf Search Algorithm with a global memory structure.

Simon Fong, Suash Deb, Thomas Hanne, Jinyan (Leo) Li

Eur. J. Oper. Res., 2016

Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification.

Jinyan Li, Simon Fong, Yunsick Sung, Kyungeun Cho, Raymond K. Wong, Kelvin Kian Loong Wong

BioData Min., 2016

Adaptive Multi-objective Swarm Crossover Optimization for Imbalanced Data Classification.

Jinyan Li, Simon Fong, Meng Yuan, Raymond K. Wong

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

2015

A Joint Optimization Framework of Sparse Coding and Discriminative Clustering.

Zhangyang Wang, Yingzhen Yang, Shiyu Chang, Jinyan Li, Simon Fong, Thomas S. Huang

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

2014

Feature Selection in Life Science Classification: Metaheuristic Swarm Search.

Simon Fong, Suash Deb, Xin-She Yang, Jinyan Li

IT Prof., 2014