Yumin Chen

According to our database, Yumin Chen authored at least 48 papers between 2008 and 2026.

Collaborative distances:

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

2026

Enhancing neighborhood rough set for high-dimensional feature selection with a synergistic optimization framework.

Wenhui Xiao, Yumin Chen, Yu Xue, Hu Peng, Jinhai Li

Evol. Intell., June, 2026

PCA-GRF: A novel granular random forest algorithm for enhancing classification of small sample data.

Biyun Lan, Keshou Wu, Yumin Chen, Jinhai Li

Inf. Sci., 2026

Fuzzy granule kernel density estimation for outlier detection.

Shiwang Zhang, Yumin Chen, Can Gao, Jie Zhou, Yiting Lin

Eng. Appl. Artif. Intell., 2026

2025

A Fuzzy Granular Support Vector Machine for Network Traffic Anomaly Detection.

Rong Lai, Yumin Chen, Jinhai Li

IEEE Trans. Intell. Transp. Syst., December, 2025

A granular XGBoost classification algorithm.

Biyun Lan, Yumin Chen, Keshou Wu

Appl. Intell., August, 2025

GTransformer: Multi-view functional granulation and self-attention for tabular data modeling.

Liang Liao, Yumin Chen, Yingyue Chen, Yiting Lin

Int. J. Approx. Reason., 2025

2024

A fuzzy rough granular ensemble learning based on the feature selection with chi-square1.

Xianyu Hou, Yumin Chen, Keshou Wu, Ying Zhou, Junwen Lu, Xuan Weng

J. Intell. Fuzzy Syst., March, 2024

Boosted stochastic fuzzy granular hypersurface classifier.

Wei Li, Huosheng Hu, Yumin Chen, Yuping Song

Knowl. Based Syst., 2024

Cyclic Generative Adversarial Networks with KNN-transformers for missing traffic data completion.

Lie Luo, Zouyang Fan, Yumin Chen, Xin Liu

Appl. Soft Comput., 2024

2023

Multimodal fuzzy granular representation and classification.

Fenggang Han, Xiao Zhang, Linjie He, Liru Kong, Yumin Chen

Appl. Intell., December, 2023

A granular sigmoid extreme learning machine and its application in a weather forecast.

Hailiang Jiang, Yumin Chen, Hongbo Jiang, Yue Ni, Huijun Su

Appl. Soft Comput., November, 2023

Information block multi-head subspace based long short-term memory networks for sentiment analysis.

Xiao Zhang, Yumin Chen, Linjie He

Appl. Intell., May, 2023

Granular neural networks with a reference frame.

Yumin Chen, Xiao Zhang, Ying Zhuang, Bingyu Yao, Bin Lin

Knowl. Based Syst., 2023

An intrusion detection method based on granular autoencoders.

Sihong Lin, Kunbin Zhang, Dun Guan, Linjie He, Yumin Chen

J. Intell. Fuzzy Syst., 2023

BGRF: A broad granular random forest algorithm.

Xingyu Fu, Yingyue Chen, Jingru Yan, Yumin Chen, Feng Xu

J. Intell. Fuzzy Syst., 2023

A Precise Hip Protection System with Multi-scale Fall Warning Algorithm Based on Offset Displacement.

Qiangqiang Chen, Yanan Diao, Yaping Wang, Yumin Chen, Yunkun Ning, Guanglin Li, Guoru Zhao

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Fuzzy granular deep convolutional network with residual structures.

Linjie He, Yumin Chen, Keshou Wu

Knowl. Based Syst., 2022

An LVQ clustering algorithm based on neighborhood granules.

Hailiang Jiang, Yumin Chen, Liru Kong, Guoqiang Cai, Hongbo Jiang

J. Intell. Fuzzy Syst., 2022

Fuzzy granular convolutional classifiers.

Yumin Chen, Shunzhi Zhu, Wei Li, Nan Qin

Fuzzy Sets Syst., 2022

A neural network boosting regression model based on XGBoost.

Jianwei Dong, Yumin Chen, Bingyu Yao, Xiao Zhang, Nianfeng Zeng

Appl. Soft Comput., 2022

A Naive Bayes Classifier Based on Neighborhood Granulation.

Xingyu Fu, Yingyue Chen, Zhiyuan Yao, Yumin Chen, Nianfeng Zeng

Proceedings of the Rough Sets - International Joint Conference, 2022

2021

Feature Subset Selection Based on Variable Precision Neighborhood Rough Sets.

Yingyue Chen, Yumin Chen

Int. J. Comput. Intell. Syst., 2021

A fuzzy granular sparse learning model for identifying antigenic variants of influenza viruses.

Yumin Chen, Zhiwen Cai, Lei Shi, Wei Li

Appl. Soft Comput., 2021

2020

Boosted K-nearest neighbor classifiers based on fuzzy granules.

Wei Li, Yumin Chen, Yuping Song

Knowl. Based Syst., 2020

Granular regression with a gradient descent method.

Yumin Chen, Duoqian Miao

Inf. Sci., 2020

Random Fuzzy Clustering Granular Hyperplane Classifier.

Wei Li, Kaiqiang Zhang, Yumin Chen, Chao Tang, Xiaoyu Ma, Youmeng Luo

IEEE Access, 2020

Fuzzy Granular Hyperplane Classifiers.

Wei Li, Zhongnan Wei, Yumin Chen, Chao Tang, Yuping Song

IEEE Access, 2020

Using Granule to Search Privacy Preserving Voice in Home IoT Systems.

Wei Li, Yumin Chen, Huosheng Hu, Chao Tang

IEEE Access, 2020

Granule Vectors and Granular Convolutional Classifiers.

Yumin Chen, Xiao Zhang, Wei Li, Shunzhi Zhu

IEEE Access, 2020

Fuzzy Granule Manifold Alignment Preserving Local Topology.

Wei Li, Jianwu Xue, Yumin Chen, Xue-Bai Zhang, Chao Tang, Qiang Zhang, Yifang Gao

IEEE Access, 2020

2019

Granule structures, distances and measures in neighborhood systems.

Yumin Chen, Nan Qin, Wei Li, Feifei Xu

Knowl. Based Syst., 2019

Feature selection for blind image steganalysis using neighborhood rough sets.

Yingyue Chen, Yumin Chen, Aimin Yin

J. Intell. Fuzzy Syst., 2019

Feature Selection Based on Neighborhood Entropy for Data Hiding Analysis.

Yanqi Xie, Yumin Chen

Proceedings of the 6th International Conference on Systems and Informatics, 2019

2018

Combating the class imbalance problemin sparse representation learning.

Ying Ma, Xiatian Zhu, Shunzhi Zhu, Keshou Wu, Yumin Chen

J. Intell. Fuzzy Syst., 2018

A granulated fuzzy rough set and its measures.

Yumin Chen, Ying Zhuang, Shunzhi Zhu, Wei Li, Chaohui Tang

J. Intell. Fuzzy Syst., 2018

2017

Neighborhood rough set reduction with fish swarm algorithm.

Yumin Chen, Zhiqiang Zeng, Junwen Lu

Soft Comput., 2017

Measures of uncertainty for neighborhood rough sets.

Yumin Chen, Yu Xue, Ying Ma, Feifei Xu

Knowl. Based Syst., 2017

Gene selection for tumor classification using neighborhood rough sets and entropy measures.

Yumin Chen, Zunjun Zhang, Jianzhong Zheng, Ying Ma, Yu Xue

J. Biomed. Informatics, 2017

Kernel CCA Based Transfer Learning for Software Defect Prediction.

Ying Ma, Shunzhi Zhu, Yumin Chen, Jingjing Li

IEICE Trans. Inf. Syst., 2017

2016

Three-way decision reduction in neighborhood systems.

Yumin Chen, Zhiqiang Zeng, Qingxin Zhu, Chaohui Tang

Appl. Soft Comput., 2016

2015

Finding rough set reducts with fish swarm algorithm.

Yumin Chen, Qingxin Zhu, Huarong Xu

Knowl. Based Syst., 2015

A binary granule representation for uncertainty measures in rough set theory.

Yumin Chen, Qingxin Zhu, Keshou Wu, Shunzhi Zhu, Zhiqiang Zeng

J. Intell. Fuzzy Syst., 2015

Outlier detection based on granular computing and rough set theory.

Feng Jiang, Yumin Chen

Appl. Intell., 2015

2014

An entropy-based uncertainty measurement approach in neighborhood systems.

Yumin Chen, Keshou Wu, Xuhui Chen, Chaohui Tang, Qingxin Zhu

Inf. Sci., 2014

2011

A rough set approach to feature selection based on power set tree.

Yumin Chen, Duoqian Miao, Ruizhi Wang, Keshou Wu

Knowl. Based Syst., 2011

2010

A rough set approach to feature selection based on ant colony optimization.

Yumin Chen, Duoqian Miao, Ruizhi Wang

Pattern Recognit. Lett., 2010

Neighborhood outlier detection.

Yumin Chen, Duoqian Miao, Hongyun Zhang

Expert Syst. Appl., 2010

2008

Outlier Detection Based on Granular Computing.

Yumin Chen, Duoqian Miao, Ruizhi Wang

Proceedings of the Rough Sets and Current Trends in Computing, 2008