林国平｜闽南师范大学｜学者主页

2026

模糊多尺度多标记数据的特征子集选择

王成志，林国平，江良，林艺东，秦宇杰

《山东大学学报(工学版)》

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

A new three-way decision model for multi-source interval valued fuzzy decision systems based on utility theory

Yi-Peng Zhu, Guoping Lin, Wei-Hua Xu, Yu-Jie Qin

International Journal of Machine Learning and Cybernetics

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

A Fuzzy Rough Set Framework for Interval-Valued Multilabel Feature Selection With Label Enhancement

Yujie Qin, Guoping Lin, Jiye Liang, Jianwei Lin, Yaojin Lin

IEEE Transactions on Fuzzy Systems

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

2025

Dominance relation-based feature selection for interval-valued multi-label ordered information system

Yujie Qin, Guoping Lin, Yidong Lin, Yi Kou, Wenyue Hu

Expert Systems With Applications，Vol. 274

DOI

2025

A novel ANN-based feature subset selection in multi-scale granular ball neighborhood decision tables

Lu-Jing Zhang, Guoping Lin, Ling Wei, Shu-Jiao Liao, Yidong Lin

Neural Networks

DOI

2025

Concept reduction via global relevance and redundancy viewpoints

Yidong Lin, Taoju Liang, Ling Wei, Guoping Lin, Jinjin Li

Information Sciences

DOI

2025

A comparative study of boundary-based rough set models and their feature selection mechanisms

Zhouming Ma, Ju‐Sheng Mi, Guoping Lin, Wei-Zhi Wu

Applied Soft Computing

DOI

2025

Incremental cognitive learning approach based on concept reduction

Taoju Liang, Yidong Lin, Jinjin Li, Guoping Lin, Qijun Wang

International Journal of Approximate Reasoning

DOI

2024

A novel multi-source TWD model based on multi-granularity ball for multiple decision makers

Shanshan Jiang, Guoping Lin, Jinjin Li, Yidong Lin

Expert Systems With Applications，Vol. 251

DOI

2024

可变多粒球粗糙集模型

林国平，蒋珊珊，马周明

《闽南师范大学学报(自然科学版)》

2024

多粒度粒球粗糙集模型

蒋珊珊，林国平，林艺东，寇毅

《西北大学学报(自然科学版)》

2024

Feature subset selection for multi-scale neighborhood decision information system via mutual information

Lu-Jing Zhang, Guoping Lin, Ling Wei, Yi Kou

Artificial Intelligence Review

DOI

2023

多尺度邻域决策信息系统的特征子集选择

张庐婧，林国平，林艺东，寇毅

《模式识别与人工智能》

2023

基于超图的多尺度决策信息系统最优尺度选择

马周明，黄闽，林国平，施虹艺

《闽南师范大学学报(自然科学版)》

2023

A novel fuzzy-rough attribute reduction approach via local information entropy

Linlin Xie, Guoping Lin, Jinjin Li, Yidong Lin

Fuzzy Sets and Systems

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

Local fuzzy rough set model over two universes and its reduction

Linlin Xie, Guoping Lin, Jinjin Li, Yi Kou

Soft Computing

DOI

2022

基于矩阵的动态局部相容粗糙集的增量方法

周悦丽，林国平，谢淋淋

《南京大学学报(自然科学)》

2022

局部双量化模糊粗糙集

谢淋淋，林国平

《闽南师范大学学报(自然科学版)》

2022

信息系统中的相对知识距离及其认知特征

王涛，王宝丽，韩素青，廉侃超，林国平

《渤海大学学报(自然科学版)》

2022

A novel multi-label feature selection method with association rules and rough set

Yi Kou, Guoping Lin, Yuhua Qian, Shujiao Liao

Information Sciences

DOI

2021

局部模糊粗糙集及其属性约简

谢淋淋，林国平

《模糊系统与数学》

2021

Local Generalized Multigranulation Variable Precision Tolerance Rough Sets and its Attribute Reduction

Yueli Zhou, Guoping Lin

IEEE Access

DOI

2020

基于相容关系的局部多粒度粗糙集模型

周悦丽，林国平

《山西大学学报(自然科学版)》

DOI

2020

基于相容关系的局部粗糙集模型

周悦丽，林国平

《模糊系统与数学》

2020

动态更新属性值变化时的最优粒度

刘凤玲，林国平

《小型微型计算机系统》

2020

多决策的多粒度标记系统的最优粒度选择

刘凤玲，林国平，余晓龙

《重庆理工大学学报(自然科学)》

2020

Updating knowledge in multigranulation decision‐theoretic rough set model based on decision support degree

Guoping Lin, Fengling Liu, Shengyu Chen, Xiaolong Yu

The Journal of Engineering

DOI

2019

基于标签相关性的卷积神经网络多标签分类

余晓龙，林国平

《闽南师范大学学报(自然科学版)》

DOI

2019

基于改进Faster R-CNN算法的车辆检测

林国平，余晓龙

《闽南师范大学学报(自然科学版)》

DOI

2019

Matrix-based approaches for updating approximations in neighborhood multigranulation rough sets while neighborhood classes decreasing or increasing

Peiqiu Yu, Hongkun Wang, Jinjin Li, Guoping Lin

Journal of Intelligent & Fuzzy Systems

DOI

2019

Matrix-Based Approaches for Updating Approximations in Multigranulation Rough Set While Adding and Deleting Attributes

Peiqiu Yu, Jinjin Li, Hongkun Wang, Guoping Lin

International Journal of Computational Intelligence Systems

DOI

2018

局部邻域多粒度粗糙集模型

刘凤玲，林国平

《闽南师范大学学报(自然科学版)》

2018

Vector‐based approaches for computing approximations in multigranulation rough set

Peiqiu Yu, Jinjin Li, Guoping Lin

The Journal of Engineering

DOI

2018

Multi-granularity feature selection on cost-sensitive data with measurement errors and variable costs

Shujiao Liao, Qingxin Zhu, Yuhua Qian, Guoping 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

2017

基于邻域粒化的多数据源高投票决策规则的挖掘

陈辉皇，林耀进，林国平，唐莉

《南京大学学报(自然科学)》

2017

Relation granulation and algebraic structure based on concept lattice in complex information systems

Xiangping Kang, Duoqian Miao, Guoping Lin, Yong Liu

International Journal of Machine Learning and Cybernetics

DOI

2016

多粒度粗糙计算理论与方法研究

林国平

《山西大学》

2016

Local multigranulation decision-theoretic rough sets

Yuhua Qian, Xinyan Liang, Guoping Lin, Qian Jian Guo, Jiye Liang

International Journal of Approximate Reasoning

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

多源决策信息系统的决策规则性能评价

林国平，梁吉业，李进金

《模式识别与人工智能》

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

A fuzzy multigranulation decision-theoretic approach to multi-source fuzzy information systems

Guoping Lin, Jiye Liang, Yuhua Qian, Jinjin Li

Knowledge-Based Systems

DOI

2015

Evidence-theory-based numerical characterization of multigranulation rough sets in incomplete information systems

Anhui Tan, Wei-Zhi Wu, Jinjin Li, Guoping Lin

Fuzzy Sets and Systems

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

Uncertainty Measures for Multigranulation Approximation Space

Guoping Lin, Jiye Liang, Yuhua Qian

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems

DOI

2015

An information fusion approach by combining multigranulation rough sets and evidence theory

Guoping Lin, Jiye Liang, Yuhua Qian

Information Sciences

DOI

2015

Fuzzy Granular Structure Distance

Yuhua Qian, Yebin Li, Jiye Liang, Guoping Lin, Chuangyin Dang

IEEE Transactions on Fuzzy Systems

DOI

2015

Fast approach to knowledge acquisition in covering information systems using matrix operations

Anhui Tan, Jinjin Li, Guoping Lin, Yaojin Lin

Knowledge-Based Systems

DOI

2015

Matrix-based set approximations and reductions in covering decision information systems

Anhui Tan, Jinjin Li, Yaojin Lin, Guoping Lin

International Journal of Approximate Reasoning

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

基于多粒度视角下的D-S证据理论融合策略

林国平，梁吉业，钱宇华

《计算机科学》

2014

Connections between covering-based rough sets and concept lattices

Anhui Tan, Jinjin Li, Guoping Lin

International Journal of Approximate Reasoning

DOI

2014

Extended results on the relationship between information systems

Anhui Tan, Jinjin Li, Guoping Lin

Information Sciences

DOI

2014

Feature selection via neighborhood multi-granulation fusion

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

Knowledge-Based Systems

DOI

2013

多粒度覆盖信息系统的属性约简方法比较

李气芳，李进金，林国平

《计算机工程与应用》

2013

Multigranulation rough sets: From partition to covering

Guoping Lin, Jiye Liang, Yuhua Qian

Information Sciences

DOI

2013

Topological approach to multigranulation rough sets

Guoping Lin, Jiye Liang, Yuhua Qian

International Journal of Machine Learning and Cybernetics

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

NMGRS: Neighborhood-based multigranulation rough sets

Guoping Lin, Yuhua Qian, Jinjin Li

International Journal of Approximate Reasoning

DOI

2012

A Covering-Based Pessimistic Multigranulation Rough Set

Guoping Lin, Jinjin Li

Lecture notes in computer science

DOI

2012

Multi-granulation rough set based on dominance relation

Guoping Lin

Computer Engineering and Applications Journal

2011

基于绝对信息量的覆盖增量约简算法

林国平，李进金

《模式识别与人工智能》

2011

An Exploration of Improving the Teaching Effect on Higher Mathematics

Guoping Lin

Journal of Zhangzhou Normal University

2010

覆盖广义粗糙集与信任函数

林国平

《闽南师范大学学报(自然科学版)》

2010

Connections between Covering Generization Rough Set and Dempster-Shafer Theory of Evidence

Guoping Lin

Journal of Zhangzhou Normal University

2009

Clustering method using hypergraph models based on Set Pair Analysis

Guoping Lin, Shaozi Li

DOI

2008

Extending Sliding-Window Semantics over Data Streams

Leisong Chen, Guoping Lin

International Symposium on Computer Science and Computational Technology

DOI

精选作品

期刊论文

模糊多尺度多标记数据的特征子集选择

基于自适应邻域半径的样本选择方法

A new three-way decision model for multi-source interval valued fuzzy decision systems based on utility theory

Redundancy optimization for feature selection with fuzzy uncertainty measures

A Fuzzy Rough Set Framework for Interval-Valued Multilabel Feature Selection With Label Enhancement

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

Dominance relation-based feature selection for interval-valued multi-label ordered information system

A novel ANN-based feature subset selection in multi-scale granular ball neighborhood decision tables

Concept reduction via global relevance and redundancy viewpoints

A comparative study of boundary-based rough set models and their feature selection mechanisms

Incremental cognitive learning approach based on concept reduction

A novel multi-source TWD model based on multi-granularity ball for multiple decision makers

可变多粒球粗糙集模型

多粒度粒球粗糙集模型

Feature subset selection for multi-scale neighborhood decision information system via mutual information

多尺度邻域决策信息系统的特征子集选择

基于超图的多尺度决策信息系统最优尺度选择

A novel fuzzy-rough attribute reduction approach via local information entropy

Local double quantitative fuzzy rough sets over two universes

Local fuzzy rough set model over two universes and its reduction

基于矩阵的动态局部相容粗糙集的增量方法

局部双量化模糊粗糙集

信息系统中的相对知识距离及其认知特征

A novel multi-label feature selection method with association rules and rough set

局部模糊粗糙集及其属性约简

Local Generalized Multigranulation Variable Precision Tolerance Rough Sets and its Attribute Reduction

基于相容关系的局部多粒度粗糙集模型

基于相容关系的局部粗糙集模型

动态更新属性值变化时的最优粒度

多决策的多粒度标记系统的最优粒度选择

Updating knowledge in multigranulation decision‐theoretic rough set model based on decision support degree

基于标签相关性的卷积神经网络多标签分类

基于改进Faster R-CNN算法的车辆检测

Matrix-based approaches for updating approximations in neighborhood multigranulation rough sets while neighborhood classes decreasing or increasing

Matrix-Based Approaches for Updating Approximations in Multigranulation Rough Set While Adding and Deleting Attributes

局部邻域多粒度粗糙集模型

Vector‐based approaches for computing approximations in multigranulation rough set

Multi-granularity feature selection on cost-sensitive data with measurement errors and variable costs

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

基于邻域粒化的多数据源高投票决策规则的挖掘

Relation granulation and algebraic structure based on concept lattice in complex information systems

多粒度粗糙计算理论与方法研究

Local multigranulation decision-theoretic rough sets

Attribute reduction of covering decision systems by hypergraph model

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

多源决策信息系统的决策规则性能评价

图支配集问题的粗糙集属性约简方法

A fuzzy multigranulation decision-theoretic approach to multi-source fuzzy information systems

Evidence-theory-based numerical characterization of multigranulation rough sets in incomplete information systems

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

Uncertainty Measures for Multigranulation Approximation Space

An information fusion approach by combining multigranulation rough sets and evidence theory

Fuzzy Granular Structure Distance

Fast approach to knowledge acquisition in covering information systems using matrix operations

Matrix-based set approximations and reductions in covering decision information systems

Relations of reduction between covering generalized rough sets and concept lattices

基于多粒度视角下的D-S证据理论融合策略

Connections between covering-based rough sets and concept lattices

Extended results on the relationship between information systems

Feature selection via neighborhood multi-granulation fusion

多粒度覆盖信息系统的属性约简方法比较

Multigranulation rough sets: From partition to covering

Topological approach to multigranulation rough sets

覆盖广义粗糙集的一般化方法

NMGRS: Neighborhood-based multigranulation rough sets

A Covering-Based Pessimistic Multigranulation Rough Set

Multi-granulation rough set based on dominance relation

基于绝对信息量的覆盖增量约简算法

An Exploration of Improving the Teaching Effect on Higher Mathematics

覆盖广义粗糙集与信任函数

Connections between Covering Generization Rough Set and Dempster-Shafer Theory of Evidence

Clustering method using hypergraph models based on Set Pair Analysis

Extending Sliding-Window Semantics over Data Streams

研究方向