Yumin Chen

40 papers Journal 39Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fuzzy granule kernel density estimation for outlier detection.
Eng. Appl. Artif. Intell.
Shiwang Zhang, Yumin Chen, Can Gao, Jie Zhou, Yiting Lin
2026 J jnl
PCA-GRF: A novel granular random forest algorithm for enhancing classification of small sample data.
Inf. Sci.
Biyun Lan, Keshou Wu, Yumin Chen, Jinhai Li
2025 J jnl
A Fuzzy Granular Support Vector Machine for Network Traffic Anomaly Detection.
IEEE Trans. Intell. Transp. Syst.
Rong Lai, Yumin Chen, Jinhai Li
2025 J jnl
A granular XGBoost classification algorithm.
Appl. Intell.
Biyun Lan, Yumin Chen, Keshou Wu
2025 J jnl
GTransformer: Multi-view functional granulation and self-attention for tabular data modeling.
Int. J. Approx. Reason.
Liang Liao, Yumin Chen, Yingyue Chen, Yiting Lin
2024 J jnl
Boosted stochastic fuzzy granular hypersurface classifier.
Knowl. Based Syst.
Wei Li, Huosheng Hu, Yumin Chen, Yuping Song
2023 J jnl
An intrusion detection method based on granular autoencoders.
J. Intell. Fuzzy Syst.
Sihong Lin, Kunbin Zhang, Dun Guan, Linjie He, Yumin Chen
2023 J jnl
BGRF: A broad granular random forest algorithm.
J. Intell. Fuzzy Syst.
Xingyu Fu, Yingyue Chen, Jingru Yan, Yumin Chen, Feng Xu
2023 J jnl
Granular neural networks with a reference frame.
Knowl. Based Syst.
Yumin Chen, Xiao Zhang, Ying Zhuang, Bingyu Yao, Bin Lin
2023 J jnl
Information block multi-head subspace based long short-term memory networks for sentiment analysis.
Appl. Intell.
Xiao Zhang, Yumin Chen, Linjie He
2022 J jnl
A neural network boosting regression model based on XGBoost.
Appl. Soft Comput.
Jianwei Dong, Yumin Chen, Bingyu Yao, Xiao Zhang, Nianfeng Zeng
2022 J jnl
An LVQ clustering algorithm based on neighborhood granules.
J. Intell. Fuzzy Syst.
Hailiang Jiang, Yumin Chen, Liru Kong, Guoqiang Cai, Hongbo Jiang
2022 J jnl
Fuzzy granular convolutional classifiers.
Fuzzy Sets Syst.
Yumin Chen, Shunzhi Zhu, Wei Li, Nan Qin
2022 J jnl
Fuzzy granular deep convolutional network with residual structures.
Knowl. Based Syst.
Linjie He, Yumin Chen, Keshou Wu
2021 J jnl
A fuzzy granular sparse learning model for identifying antigenic variants of influenza viruses.
Appl. Soft Comput.
Yumin Chen, Zhiwen Cai, Lei Shi, Wei Li
2021 J jnl
Feature Subset Selection Based on Variable Precision Neighborhood Rough Sets.
Int. J. Comput. Intell. Syst.
Yingyue Chen, Yumin Chen
2020 J jnl
Boosted K-nearest neighbor classifiers based on fuzzy granules.
Knowl. Based Syst.
Wei Li, Yumin Chen, Yuping Song
2020 J jnl
Fuzzy Granular Hyperplane Classifiers.
IEEE Access
Wei Li, Zhongnan Wei, Yumin Chen, Chao Tang, Yuping Song
2020 J jnl
Fuzzy Granule Manifold Alignment Preserving Local Topology.
IEEE Access
Wei Li, Jianwu Xue, Yumin Chen, Xue-Bai Zhang, Chao Tang, Qiang Zhang, Yifang Gao
2020 J jnl
Granular regression with a gradient descent method.
Inf. Sci.
Yumin Chen, Duoqian Miao
2020 J jnl
Granule Vectors and Granular Convolutional Classifiers.
IEEE Access
Yumin Chen, Xiao Zhang, Wei Li, Shunzhi Zhu
2020 J jnl
Random Fuzzy Clustering Granular Hyperplane Classifier.
IEEE Access
Wei Li, Kaiqiang Zhang, Yumin Chen, Chao Tang, Xiaoyu Ma, Youmeng Luo
2020 J jnl
Using Granule to Search Privacy Preserving Voice in Home IoT Systems.
IEEE Access
Wei Li, Yumin Chen, Huosheng Hu, Chao Tang
2019 J jnl
Feature selection for blind image steganalysis using neighborhood rough sets.
J. Intell. Fuzzy Syst.
Yingyue Chen, Yumin Chen, Aimin Yin
2019 J jnl
Granule structures, distances and measures in neighborhood systems.
Knowl. Based Syst.
Yumin Chen, Nan Qin, Wei Li, Feifei Xu
2018 J jnl
A granulated fuzzy rough set and its measures.
J. Intell. Fuzzy Syst.
Yumin Chen, Ying Zhuang, Shunzhi Zhu, Wei Li, Chaohui Tang
2018 J jnl
Combating the class imbalance problemin sparse representation learning.
J. Intell. Fuzzy Syst.
Ying Ma, Xiatian Zhu, Shunzhi Zhu, Keshou Wu, Yumin Chen
2017 J jnl
Gene selection for tumor classification using neighborhood rough sets and entropy measures.
J. Biomed. Informatics
Yumin Chen, Zunjun Zhang, Jianzhong Zheng, Ying Ma, Yu Xue
2017 J jnl
Kernel CCA Based Transfer Learning for Software Defect Prediction.
IEICE Trans. Inf. Syst.
Ying Ma, Shunzhi Zhu, Yumin Chen, Jingjing Li
2017 J jnl
Measures of uncertainty for neighborhood rough sets.
Knowl. Based Syst.
Yumin Chen, Yu Xue, Ying Ma, Feifei Xu
2017 J jnl
Neighborhood rough set reduction with fish swarm algorithm.
Soft Comput.
Yumin Chen, Zhiqiang Zeng, Junwen Lu
2016 J jnl
Three-way decision reduction in neighborhood systems.
Appl. Soft Comput.
Yumin Chen, Zhiqiang Zeng, Qingxin Zhu, Chaohui Tang
2015 J jnl
A binary granule representation for uncertainty measures in rough set theory.
J. Intell. Fuzzy Syst.
Yumin Chen, Qingxin Zhu, Keshou Wu, Shunzhi Zhu, Zhiqiang Zeng
2015 J jnl
Finding rough set reducts with fish swarm algorithm.
Knowl. Based Syst.
Yumin Chen, Qingxin Zhu, Huarong Xu
2015 J jnl
Outlier detection based on granular computing and rough set theory.
Appl. Intell.
Feng Jiang, Yumin Chen
2014 J jnl
An entropy-based uncertainty measurement approach in neighborhood systems.
Inf. Sci.
Yumin Chen, Keshou Wu, Xuhui Chen, Chaohui Tang, Qingxin Zhu
2011 J jnl
A rough set approach to feature selection based on power set tree.
Knowl. Based Syst.
Yumin Chen, Duoqian Miao, Ruizhi Wang, Keshou Wu
2010 J jnl
A rough set approach to feature selection based on ant colony optimization.
Pattern Recognit. Lett.
Yumin Chen, Duoqian Miao, Ruizhi Wang
2010 J jnl
Neighborhood outlier detection.
Expert Syst. Appl.
Yumin Chen, Duoqian Miao, Hongyun Zhang
2008 — conf
Outlier Detection Based on Granular Computing.
RSCTC
Yumin Chen, Duoqian Miao, Ruizhi Wang