陈锦坤｜闽南师范大学｜学者主页

2026

基于自适应邻域半径的样本选择方法

曾炎龙，陈锦坤，林国平

《闽南师范大学学报(自然科学版)》

2026

模糊软邻域粗糙集及其特征选择方法

陈鹭彬，陈锦坤

《闽南师范大学学报(自然科学版)》

2026

Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation

Chun-Yuan Zheng, Haocheng Yang, Jinkun Chen, Shufeng Zhang, Tianyu Xia

AAAI Conference on Artificial Intelligence

DOI

2026

Redundancy optimization for feature selection with fuzzy uncertainty measures

Jinkun Chen, Yaojin Lin, Zhouming Ma, Guoping Lin

Fuzzy Sets and Systems

DOI

2026

Optimal scale reduction for generalized multi-scale decision tables based on conditional entropy

Ming Jin, Jinkun Chen, Ling Wei

International Journal of Approximate Reasoning

DOI

2026

Robust feature selection with adaptive k-nearest-neighbor rough sets

Zhouming Ma, Jiaping Li, Yingyin Huang, Jinkun Chen, Guoping Lin, Meiling Zheng

Pattern Recognition

DOI

2026

Attribute-coverage-oriented cognitive learning approach: Fuzzy concept-based perspective for knowledge discovery

Y. J. Lin, Taoju Liang, Jinjin Li, Jinkun Chen

Fuzzy Sets and Systems

DOI

2025

Mutable hierarchy feature selection based on generalized fuzzy rough sets

Zilong Lin, Yaojin Lin, Chenxi Wang, Jinkun Chen

Applied Soft Computing

DOI

2025

Feature selection considering synergy between features based on soft neighborhood rough sets

Lubin Chen, Jinkun Chen, Jinkun Chen, Yaojin Lin

Engineering Applications of Artificial Intelligence

DOI

2024

基于模糊邻域熵的离群点检测方法

刘佳莉，陈锦坤

《南京大学学报(自然科学)》

2024

基于可分离性的多尺度决策信息系统的最优尺度约简

金铭，陈锦坤，李进金

《郑州大学学报(理学版)》

2023

新条件熵下协调不完备的信息系统属性约简

孙亚超，陈锦坤，金铭

《闽南师范大学学报(自然科学版)》

2023

基于边界域条件熵的最优尺度约简

金铭，陈锦坤，孙亚超

《南京大学学报(自然科学)》

2023

Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations

Yaojin Lin, Yulin Li, Chenxi Wang, Lei Guo, Jinkun Chen

IEEE Transactions on Big Data

DOI

2023

Local double quantitative fuzzy rough sets over two universes

Guoping Lin, Linlin Xie, Jinjin Li, Jinkun Chen, Yi Kou

Applied Soft Computing

DOI

2023

Semantic-gap-oriented feature selection in hierarchical classification learning

Haoyang Liu, Yaojin Lin, Chenxi Wang, Lei Guo, Jinkun Chen

Information Sciences

DOI

2022

基于图论的协调多尺度决策表的最优尺度约简

金铭，陈锦坤

《山东大学学报(理学版)》

2022

Multi-label causal feature selection based on neighbourhood mutual information

Jie Wang, Yaojin Lin, Longzhu Li, Yun-an Wang, Meiyan Xu, Jinkun Chen

International Journal of Machine Learning and Cybernetics

DOI

2021

Multi-source Multi-label Causal Feature Selection

Yun-an Wang, Yaojin Lin, Jie Wang, Zhisen Wei, Jinkun Chen, Shaozi Li

International Conference on Information Technology in Medicine and Education

DOI

2021

OFHR: Online Streaming Feature Selection With Hierarchical Structure Based on Relief

Chenxi Wang, Xiaoqing Zhang, Jinkun Chen, Yu Xing Mao, Shaozi Li, Yaojin Lin

International Conference on Information Technology in Medicine and Education

DOI

2021

A Spectral Feature Selection Approach With Kernelized Fuzzy Rough Sets

Jinkun Chen, Yaojin Lin, Ju‐Sheng Mi, Shaozi Li, Weiping Ding

IEEE Transactions on Fuzzy Systems

DOI

2021

Causality‐based online streaming feature selection

Longzhu Li, Yaojin Lin, Hong Zhao, Jinkun Chen, Shaozi Li

Concurrency and Computation Practice and Experience

DOI

2020

Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification

Shengxing Bai, Yaojin Lin, Yan Lv, Jinkun Chen, Chenxi Wang

Applied Intelligence

DOI

2020

Attribute reduction in formal decision contexts and its application to finite topological spaces

Jinkun Chen, Ju‐Sheng Mi, Bin Xie, Yaojin Lin

International Journal of Machine Learning and Cybernetics

DOI

2020

Relative relation matrix-based approaches for updating approximations in multigranulation rough sets

Zhanglin Xian, Jinkun Chen, Peiqiu Yu

Filomat

DOI

2019

粗糙集的阶梯式近似

马周明，张海洋，陈锦坤，李进金

《模式识别与人工智能》

DOI

2019

基于图的粗糙集属性约简方法

米据生，陈锦坤

《西北大学学报(自然科学版)》

DOI

2019

A graph approach for fuzzy-rough feature selection

Jinkun Chen, Ju‐Sheng Mi, Yaojin Lin

Fuzzy Sets and Systems

DOI

2018

A fast attribute reduction method for large formal decision contexts

Jinkun Chen, Ju‐Sheng Mi, Bin Xie, Yaojin Lin

International Journal of Approximate Reasoning

DOI

2018

Intuitionistic Fuzzy Rough Set-Based Granular Structures and Attribute Subset Selection

Anhui Tan, Wei-Zhi Wu, Yuhua Qian, Jiye Liang, Jinkun Chen, Jinjin Li

IEEE Transactions on Fuzzy Systems

DOI

2018

Attribute reduction for multi-label learning with fuzzy rough set

Yaojin Lin, Yuwen Li, Chenxi Wang, Jinkun Chen

Knowledge-Based Systems

DOI

2018

A graph approach for knowledge reduction in formal contexts

Jinkun Chen, Ju‐Sheng Mi, Yaojin Lin

Knowledge-Based Systems

DOI

2018

Synthesizing decision rules from multiple information sources: a neighborhood granulation viewpoint

Yaojin Lin, Huihuang Chen, Guoping Lin, Jinkun Chen, Zhouming Ma, Jinjin Li

International Journal of Machine Learning and Cybernetics

DOI

2016

Attribute reduction of covering decision systems by hypergraph model

Jinkun Chen, Yaojin Lin, Guoping Lin, Jinjin Li, Yan-Lan Zhang

Knowledge-Based Systems

DOI

2016

A rough set method for the minimum vertex cover problem of graphs

Jinkun Chen, Yaojin Lin, Jinjin Li, Guoping Lin, Zhouming Ma, Anhui Tan

Applied Soft Computing

DOI

2015

图支配集问题的粗糙集属性约简方法

谭安辉，李进金，陈锦坤，林国平

《模式识别与人工智能》

2015

Multi-label feature selection based on neighborhood mutual information

Yaojin Lin, Qinghua Hu, Jinghua Liu, Jinkun Chen, Jie Duan

Applied Soft Computing

DOI

2015

The relationship between attribute reducts in rough sets and minimal vertex covers of graphs

Jinkun Chen, Yaojin Lin, Guoping Lin, Jinjin Li, Zhouming Ma

Information Sciences

DOI

2015

Relations of reduction between covering generalized rough sets and concept lattices

Jinkun Chen, Jinjin Li, Yaojin Lin, Guoping Lin, Zhouming Ma

Information Sciences

DOI

2014

融合邻域信息的k-近邻分类

林耀进，李进金，陈锦坤，马周明

《智能系统学报》

2014

形式背景与协调决策形式背景属性约简与概念格生成

李进金，张燕兰，吴伟志，陈锦坤

《计算机学报》

2014

A new nearest neighbor classifier via fusing neighborhood information

Yaojin Lin, Jinjin Li, Menglei Lin, Jinkun Chen

Neurocomputing

DOI

2014

Feature selection via neighborhood multi-granulation fusion

Yaojin Lin, Jinjin Li, Pei-Rong Lin, Guoping Lin, Jinkun Chen

Knowledge-Based Systems

DOI

2012

覆盖广义粗糙集的一般化方法

林国平，李进金，陈锦坤

《山东大学学报(理学版)》

2012

概念格的公理化

陈锦坤，李进金

《计算机工程与应用》

2012

Computing connected components of simple undirected graphs based on generalized rough sets

Jinkun Chen, Jinjin Li, Yaojin Lin

Knowledge-Based Systems

DOI

2012

An application of rough sets to graph theory

Jinkun Chen, Jinjin Li

Information Sciences

DOI

2012

On the structure of definable sets in covering approximation spaces

Jinkun Chen, Jinjin Li, Yaojin Lin

International Journal of Machine Learning and Cybernetics

DOI

2012

Generalization for covering generalized rough sets

Jinkun Chen

Journal of Shandong University

2011

一种新型的知识系统

陈锦坤，李进金

《山东大学学报(理学版)》

2011

概念知识系统的等价刻画

陈锦坤，袁正中

《井冈山大学学报(自然科学版)》

2008

可加测度上的一类容度在对策论中的应用

陈锦坤

《井冈山大学学报(自然科学版)》

2008

可加测度上的一类容度乘积

陈锦坤，袁正中

《榆林学院学报》

2008

关于可加测度上的一类容度及其乘积的注

陈锦坤

《河西学院学报》

2008

Application of capacities derived from additive measures in game theory

Jinkun Chen

Journal of Jinggangshan University

2008

The Notes on Product of Capacities Derived from Additive Measures

Jinkun Chen

2006

可加测度上一类容度的乘积

陈锦坤

《西南交通大学》

精选作品

期刊论文

基于自适应邻域半径的样本选择方法

模糊软邻域粗糙集及其特征选择方法

Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation

Redundancy optimization for feature selection with fuzzy uncertainty measures

Optimal scale reduction for generalized multi-scale decision tables based on conditional entropy

Robust feature selection with adaptive k-nearest-neighbor rough sets

Attribute-coverage-oriented cognitive learning approach: Fuzzy concept-based perspective for knowledge discovery

Mutable hierarchy feature selection based on generalized fuzzy rough sets

Feature selection considering synergy between features based on soft neighborhood rough sets

基于模糊邻域熵的离群点检测方法

基于可分离性的多尺度决策信息系统的最优尺度约简

新条件熵下协调不完备的信息系统属性约简

基于边界域条件熵的最优尺度约简

Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations

Local double quantitative fuzzy rough sets over two universes

Semantic-gap-oriented feature selection in hierarchical classification learning

基于图论的协调多尺度决策表的最优尺度约简

Multi-label causal feature selection based on neighbourhood mutual information

Multi-source Multi-label Causal Feature Selection

OFHR: Online Streaming Feature Selection With Hierarchical Structure Based on Relief

A Spectral Feature Selection Approach With Kernelized Fuzzy Rough Sets

Causality‐based online streaming feature selection

Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification

Attribute reduction in formal decision contexts and its application to finite topological spaces

Relative relation matrix-based approaches for updating approximations in multigranulation rough sets

粗糙集的阶梯式近似

基于图的粗糙集属性约简方法

A graph approach for fuzzy-rough feature selection

A fast attribute reduction method for large formal decision contexts

Intuitionistic Fuzzy Rough Set-Based Granular Structures and Attribute Subset Selection

Attribute reduction for multi-label learning with fuzzy rough set

A graph approach for knowledge reduction in formal contexts

Synthesizing decision rules from multiple information sources: a neighborhood granulation viewpoint

Attribute reduction of covering decision systems by hypergraph model

A rough set method for the minimum vertex cover problem of graphs

图支配集问题的粗糙集属性约简方法

Multi-label feature selection based on neighborhood mutual information

The relationship between attribute reducts in rough sets and minimal vertex covers of graphs

Relations of reduction between covering generalized rough sets and concept lattices

融合邻域信息的k-近邻分类

形式背景与协调决策形式背景属性约简与概念格生成

A new nearest neighbor classifier via fusing neighborhood information

Feature selection via neighborhood multi-granulation fusion

覆盖广义粗糙集的一般化方法

概念格的公理化

Computing connected components of simple undirected graphs based on generalized rough sets

An application of rough sets to graph theory

On the structure of definable sets in covering approximation spaces

Generalization for covering generalized rough sets

一种新型的知识系统

概念知识系统的等价刻画

可加测度上的一类容度在对策论中的应用

可加测度上的一类容度乘积

关于可加测度上的一类容度及其乘积的注

Application of capacities derived from additive measures in game theory

The Notes on Product of Capacities Derived from Additive Measures

可加测度上一类容度的乘积

预印本

Adaptive neighborhood collaboration and intuitionistic fuzzy global label enhancement for multi-label feature selection

研究方向