李敏｜深圳大学｜学者主页

2026

KNN-maximum dispersion balanced K-means algorithm

Shaobo Deng, Yong-Kang Ye, Sujie Guan, Min Li

International Conference on Machine Learning and Embedded Systems

DOI

2026

复杂背景SAR图像舰船目标检测方法

赵晶钰，李敏，陈谢发，杨爱涛，何玉杰

《系统工程与电子技术》

2026

网球训练馆场景中的网球和幕布目标检测算法

胡圣康，梁光华，杨贞，姚晨，李敏

《计算机应用》

2025

A decision tree algorithm based on adaptive entropy of feature value importance

Shaobo Deng, Weili Yuan, Sujie Guan, Xingsheng Lin, Ze-Min Liao, Min Li

Big Data Research

DOI

2025

HGACL-DRP: Heterogeneous Graph Attention Dual-Perturbation Contrastive Learning Network for Drug Response Prediction

Min Li, Mingli Jin, Shaobo Deng

medRxiv

DOI

2025

GOM-MMOEA: Multimodal multi-objective evolutionary algorithm based on global orchestration mechanism

Shaobo Deng, Hui Shi, Hang-Yu Liu, Jinyu Xu, Sujie Guan, Min Li, Zhuolei Duan

Engineering applications of artificial intelligence

DOI

2025

Multiview-cooperated graph neural network enables novel multi-omics cancer subtype classification

Min Li, Mingli Jin, Mingzhu Lou, Shaobo Deng, Lei Wang, Hua Rao

Comput. Biol. Chem.

DOI

2025

MSGGSA: a multi-strategy-guided gravitational search algorithm for gene selection in cancer classification

Min Li, Chen Jin, Yuheng Cai, Shaobo Deng, Lei Wang

Pattern Analysis and Applications

DOI

2024

Enhanced NSGA-II-based feature selection method for high-dimensional classification

Min Li, Huan Ma, Siyu Lv, Lei Wang, Shaobo Deng

Information Sciences

2024

PCA-constrained multi-core matrix fusion network: A novel approach for cancer subtype identification

Min Li, Zhifang Qi, Liang Liu, Mingzhu Lou, Shaobo Deng

J. Bioinform. Comput. Biol.

DOI

2024

Population characteristic exploitation-based multi-orientation multi-objective gene selection for microarray data classification

Min Li, Rutun Cao, Yang-Fan Zhao, Yulong Li, Shaobo Deng

Comput. Biol. Medicine

DOI

2024

UnifiedTT: Visual tracking with unified transformer

Peng Yu, Zhuolei Duan, Sujie Guan, Min Li, Shaobo Deng

Journal of Visual Communication and Image Representation

DOI

2024

MOSDNET: A multi-omics classification framework using simplified multi-view deep discriminant representation learning and dynamic edge GCN with multi-task learning

Min Li, Zihao Chen, Shaobo Deng, Lei Wang, Xiang Yu

Comput. Biol. Medicine

DOI

2024

NNBGWO-BRCA marker: Neural Network and binary grey wolf optimization based Breast cancer biomarker discovery framework using multi-omics dataset

Min Li, Yuheng Cai, Ming-Zhuang Zhang, Shaobo Deng, Lei Wang

Comput. Methods Programs Biomed.

DOI

2024

Nonconvex low-rank regularization method for video snapshot compressive imaging

Min Li, Huanran Hu, Ming Yang, Yu Han

Applied Mathematical Modelling

DOI

2023

TRF-WGHC - Top-Ranking filter and wrapper-based greedy hill-climbing gene selection for microarray-based cancer classification

Min Li, Mingzhu Lou, Shaobo Deng, Lei Wang

Biomedical Signal Processing and Control

DOI

2023

A novel hybrid gene selection for tumor identification by combining multifilter integration and a recursive flower pollination search algorithm

Min Li, Lin Ke, Lei Wang, Shaobo Deng, Xiang Yu

Knowledge-Based Systems

DOI

2023

A New Multi-objective Hybrid Gene Selection Algorithm for Tumor Classification Based on Microarray Gene Expression Data

Min Li, Bangyu Wu, Shaobo Deng, Mingzhu Lou

International Journal of Computational Intelligence and Applications

DOI

2023

A feature-thresholds guided genetic algorithm based on a multi-objective feature scoring method for high-dimensional feature selection

Shaobo Deng, Yulong Li, Junke Wang, Rutun Cao, Min Li

Applied Soft Computing

DOI

2023

A multitasking multi-objective differential evolution gene selection algorithm enhanced with new elite and guidance strategies for tumor identification

Min Li, Yang-Fan Zhao, Mingzhu Lou, Shaobo Deng, Lei Wang

Expert systems with applications

DOI

2023

Non-parametric Nearest Neighbor Classification Based on Global Variance Difference

Shaobo Deng, Lei Wang, Sujie Guan, Min Li

International Journal of Computational Intelligence Systems

DOI

2023

Nonconvex Tensor Hypergraph Learning for Multi-view Subspace Clustering

Yao Xue, Min Li

Lecture notes in computer science

DOI

2023

基于改进粒子群优化的BP神经网络图像压缩方法

李敏，高岳林

《南京理工大学学报》

2023

改进YOLOv5的合成孔径雷达图像舰船目标检测方法

贺翥祯，李敏，苟瑶，杨爱涛

《系统工程与电子技术》

2022

Fuzzy C-Mean Clustering Algorithm Combining Inter-Cluster Distance

Si-Jie Shen, Qianqian Qiu, Sujie Guan, Min Li, Shaobo Deng

2022 6th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2022

An Improved K-Means Algorithm Based on Impact Index

Shaobo Deng, Min Li, Xue-Gang Li, Lei Wang, Sujie Guan

2022 6th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2022

Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification

Lin Ke, Min Li, Lei Wang, Shaobo Deng, Jun Ye, Xiang Yu

Pattern Analysis and Applications

DOI

2022

Improved Weighting K-Means Algorithm Based on Covariance Matrix

Xue-Gang Li, Sujie Guan, Shaobo Deng, Min Li

2022 6th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2022

An Attribute Contribution-Based K-Nearest Neighbor Classifier

Qianqian Qiu, Min Li, Si-Jie Shen, Shaobo Deng, Sujie Guan

2022 6th Asian Conference on Artificial Intelligence Technology (ACAIT)

DOI

2022

Gene Selection Based on XGBoost and GWO for Microarray Data Classification

Bangyu Wu, Min Li, Mingzhu Lou, Shaobo Deng

2022 2nd International Conference on Big Data, Artificial Intelligence and Risk Management (ICBAR)

DOI

2022

基于改进探路者算法的多阈值图像分割

王淑平，李敏，杜敏，罗建伟

《计算机与现代化》

2021

A New Contingency Axiomatic System for Rough Sets

Sujie Guan, Shaobo Deng, Hui Wang, Min Li

International Conference on Data Mining and Big Data

DOI

2021

Formalizing rough sets using a new noncontingency axiomatic system

Shaobo Deng, Sujie Guan, Hui Wang, Zhi-Kai Huang, Min Li

International Journal of Intelligent Systems

DOI

2021

Approximation Relation for Rough Sets

Shaobo Deng, Hui-Hui Lu, Sujie Guan, Min Li, Hui Wang

International Conference on Data Mining and Big Data

DOI

2020

Color image segmentation using adaptive hierarchical-histogram thresholding

Min Li, Lei Wang, Shaobo Deng, Chun-Hua Zhou

PLoS ONE

DOI

2020

Ensemble of Classifiers Constructed on Class-Oriented Attribute Reduction

Min Li, Shaobo Deng, Lei Wang

Journal of Information Processing Systems

DOI

2020

ACO Resampling: Enhancing the performance of oversampling methods for class imbalance classification

Min Li, An Xiong, Lei Wang, Shaobo Deng, Jun Ye

Knowledge-Based Systems

DOI

2020

Probabilistic rough set-based band selection method for hyperspectral data classification

Min Li, Shaobo Deng, Lei Wang, Jun Ye

Int. J. Comput. Sci. Eng.

DOI

2020

Image decomposition and completion using relative total variation and schatten quasi-norm regularization

Min Li, Weiqiang Zhang, Mingqing Xiao, Chen Xu

Neurocomputing

DOI

2020

基于深度学习的粒子滤波视频目标跟踪算法

李敏，吴莎

《计算机技术与发展》

2019

Dynamic Knowledge Update Using Three-Way Decisions in Dominance-Based Rough Sets Approach While the Object Set Varies

Lei Wang, Min Li, Jun Ye, Xiang Yu, Zi-Qi Wang, Shaobo Deng

International Journal of Computational Intelligence Systems

DOI

2019

Probabilistic rough-set-based band selection method for hyperspectral data classification

Shaobo Deng, Lei Wang, Min Li

International Journal of Computational Science and Engineering (IJCSE)

DOI

2019

结合卷积神经网络多层特征融合和K-Means聚类的服装图像检索方法

侯媛媛，何儒汉，李敏，陈佳

《计算机科学》

2018

Decomposition for a new kind of imprecise information system

Shaobo Deng, Sujie Guan, Min Li, Lei Wang, Yuefei Sui

Frontiers of Computer Science

DOI

2018

基于KAZE算法的图像特征提取与匹配研究

李敏

《西安电子科技大学》

2018

基于局部约束先验模型的图像复原方法研究

李敏

《南京信息工程大学》

2017

随机投影阵下的界约束总变分图像恢复算法

郝彬彬，吴亚楠，朱见广，乔田田，李敏

《系统工程与电子技术》

2017

基于覆盖分割和活动轮廓模型的图像边缘提取算法

顾雨迪，梁久祯，吴秦，李敏

《数据采集与处理》

2016

一种活动轮廓模型半隐式数值求解方法

廖翠萃，李敏，梁久祯，吴秦，许洁

《小型微型计算机系统》

2016

核典型相关分析特征融合方法及应用

许洁，梁久祯，吴秦，李敏

《计算机科学》

2016

基于相关滤波器的红外弱小目标检测算法

何玉杰，李敏，张金利，邢宇航

《光学学报》

2015

A Kind of Binary Image Complete Level Authentication Method Based on Hamming Code and Digital Watermark

Min Li, Shaobo Deng

DOI

2015

基于聚类信息的活动轮廓图像分割模型

李敏，梁久祯，廖翠萃

《模式识别与人工智能》

2014

Hierarchical clustering algorithm for categorical data using a probabilistic rough set model

Min Li, Shaobo Deng, Lei Wang, Sheng-Zhong Feng, Jianping Fan

Knowledge-Based Systems

DOI

2014

Quick attribute reduction in inconsistent decision tables

Min Li, Changxing Shang, Sheng-Zhong Feng, Jianping Fan

Information Sciences

DOI

2014

Fast assignment reduction in inconsistent incomplete decision systems

Min Li, Shaobo Deng, Sheng-Zhong Feng, Jianping Fan

DOI

2014

Sparse and Low-Rank Coupling Image Segmentation Model Via Nonconvex Regularization

Xiujun Zhang, Chen Xu, Min Li, Xiaoli Sun

International Journal of Pattern Recognition and Artificial Intelligence

DOI

2014

基于在线词典学习视觉跟踪算法的实现

刘师师，徐学军，李敏

《智能计算机与应用》

2014

基于SIFT特征点和交比值的水印图像抗攻击算法

张金利，李敏，何玉杰

《通信学报》

2014

一种优化脉冲耦合神经网络模型及在图像分割中的应用

安琦，李敏，何玉杰，姚俊萍

《计算机科学》

2013

Feature selection via maximizing global information gain for text classification

Changxing Shang, Min Li, Sheng-Zhong Feng, Qingshan Jiang, Jianping Fan

Knowledge-Based Systems

DOI

2013

Quick Attribute Reduction Based on Approximation Dependency Degree

Min Li, Shaobo Deng, Sheng-Zhong Feng, Jianping Fan

Journal of Computers

DOI

2013

一种新的规则纹理基本图元提取方法

李敏，张绪冰，尹业安

《小型微型计算机系统》

2013

基于MRF的图像分割方法实现与探究

李敏，白晓刚

《电子世界》

2013

图像几种特征提取算子的研究

李敏

《科技传播》

2013

自动交互图像分割中的贝叶斯网络模型构建

李鹏，李玲，李敏

《计算机应用研究》

2012

The simple-discernibility matrix in rough sets

Shaobo Deng, Min Li

International Conference on Machine Vision

DOI

2012

基于小波变换的图像压缩技术

李敏

《才智》

2012

一种改进的最大类间方差图像分割法

李敏，罗洪艳，郑小林，谭立文，朱文武

《南京理工大学学报》

2012

基于OSV分解的图像多尺度特征表示

李敏，徐晨

《电子学报》

2011

Granular Sets and its Properties

Shaobo Deng, Min Li

DOI

2011

An effective discretization based on Class-Attribute Coherence Maximization

Min Li, Shaobo Deng, Sheng-Zhong Feng, Jianping Fan

Pattern Recognition Letters

DOI

2011

受昆虫视觉启发的多光谱遥感影像特征检测器模型

徐立中，李敏，石爱业，汤敏，黄凤辰

《电子学报》

2011

受昆虫视觉启发的多光谱遥感影像小目标检测

黄凤辰，李敏，石爱业，汤敏，徐立中

《通信学报》

2011

一种快速颜色传输算法

钱小燕，李敏，韩磊，王帮峰

《中国图象图形学报》

2011

基于多尺度自卷积归一化直方图的仿射不变量模式识别

黄波，赵继印，郑蕊蕊，李敏

《电子学报》

2010

The data reduction method of consistent decision tables based on rough set

Shaobo Deng, Min Li, Sujie Guan

International Conference on Information Science and Engineering

DOI

2010

An Algorithm for Attribute Reduction Based on Distance of Partitions

Min Li, Shaobo Deng, Sheng-Zhong Feng, Jianping Fan

IEEE International Conference on Granular Computing

DOI

2010

A New Method of Data Reduction in Inconsistent Decision Tables

Shaobo Deng, Min Li, Sujie Guan, Lian Chen

IEEE International Conference on Granular Computing

DOI

2010

脱机手写体汉字识别综述

赵继印，郑蕊蕊，吴宝春，李敏

《电子学报》

2010

基于顺序形态学的医学图像插值算法的研究

徐艳蕾，赵继印，李敏，赵婷婷

《电子学报》

2009

一种新的多波段遥感影像变化检测方法

杨胜，李敏，彭振国，冯春

《中国图象图形学报》

2009

基于椭圆边界增量模型的皮肤精确分割

夏振宇，费耀平，李敏

《小型微型计算机系统》

2009

一种数字人脑部切片图像分割新方法

罗洪艳，李敏，谭立文，郑小林，张绍祥，侯文生

《中国医学影像技术》

2008

Granular Sets and its supplement

Shaobo Deng, Min Li, Sujie Guan, Lian Chen

IEEE International Conference on Granular Computing

DOI

2008

Rule extracting method based upon relative decision conditions

Min Li, Shaobo Deng, Chun-Hua Zhou, Li Li

IEEE International Conference on Granular Computing

DOI

2008

基于修正PCNN的多传感器图像融合方法

李敏，蔡骋，谈正

《中国图象图形学报》

2008

基于小波空间的图像分解变分模型

李敏，冯象初

《电子学报》

2007

The Structure of Granular Network Based on Granular Computing and its Application in Data Reduction

Shaobo Deng, Min Li, Sujie Guan, Lian Chen

IEEE International Conference on Granular Computing

DOI

2007

自动目标识别算法性能评估中的图像度量

李敏，周振华，张桂林

《红外与激光工程》

2000

神经网络分类器的特征提取和优选

马少华，高峰，李敏，吴成东

《控制工程》

精选作品

期刊论文

KNN-maximum dispersion balanced K-means algorithm

复杂背景SAR图像舰船目标检测方法

网球训练馆场景中的网球和幕布目标检测算法

A decision tree algorithm based on adaptive entropy of feature value importance

HGACL-DRP: Heterogeneous Graph Attention Dual-Perturbation Contrastive Learning Network for Drug Response Prediction

GOM-MMOEA: Multimodal multi-objective evolutionary algorithm based on global orchestration mechanism

Multiview-cooperated graph neural network enables novel multi-omics cancer subtype classification

MSGGSA: a multi-strategy-guided gravitational search algorithm for gene selection in cancer classification

Enhanced NSGA-II-based feature selection method for high-dimensional classification

PCA-constrained multi-core matrix fusion network: A novel approach for cancer subtype identification

Population characteristic exploitation-based multi-orientation multi-objective gene selection for microarray data classification

UnifiedTT: Visual tracking with unified transformer

MOSDNET: A multi-omics classification framework using simplified multi-view deep discriminant representation learning and dynamic edge GCN with multi-task learning

NNBGWO-BRCA marker: Neural Network and binary grey wolf optimization based Breast cancer biomarker discovery framework using multi-omics dataset

Nonconvex low-rank regularization method for video snapshot compressive imaging

TRF-WGHC - Top-Ranking filter and wrapper-based greedy hill-climbing gene selection for microarray-based cancer classification

A novel hybrid gene selection for tumor identification by combining multifilter integration and a recursive flower pollination search algorithm

A New Multi-objective Hybrid Gene Selection Algorithm for Tumor Classification Based on Microarray Gene Expression Data

A feature-thresholds guided genetic algorithm based on a multi-objective feature scoring method for high-dimensional feature selection

A multitasking multi-objective differential evolution gene selection algorithm enhanced with new elite and guidance strategies for tumor identification

Non-parametric Nearest Neighbor Classification Based on Global Variance Difference

Nonconvex Tensor Hypergraph Learning for Multi-view Subspace Clustering

基于改进粒子群优化的BP神经网络图像压缩方法

改进YOLOv5的合成孔径雷达图像舰船目标检测方法

Fuzzy C-Mean Clustering Algorithm Combining Inter-Cluster Distance

An Improved K-Means Algorithm Based on Impact Index

Improved swarm-optimization-based filter-wrapper gene selection from microarray data for gene expression tumor classification

Improved Weighting K-Means Algorithm Based on Covariance Matrix

An Attribute Contribution-Based K-Nearest Neighbor Classifier

Gene Selection Based on XGBoost and GWO for Microarray Data Classification

基于改进探路者算法的多阈值图像分割

A New Contingency Axiomatic System for Rough Sets

Formalizing rough sets using a new noncontingency axiomatic system

Approximation Relation for Rough Sets

Color image segmentation using adaptive hierarchical-histogram thresholding

Ensemble of Classifiers Constructed on Class-Oriented Attribute Reduction

ACO Resampling: Enhancing the performance of oversampling methods for class imbalance classification

Probabilistic rough set-based band selection method for hyperspectral data classification

Image decomposition and completion using relative total variation and schatten quasi-norm regularization

基于深度学习的粒子滤波视频目标跟踪算法

Dynamic Knowledge Update Using Three-Way Decisions in Dominance-Based Rough Sets Approach While the Object Set Varies

Probabilistic rough-set-based band selection method for hyperspectral data classification

结合卷积神经网络多层特征融合和K-Means聚类的服装图像检索方法

Decomposition for a new kind of imprecise information system

基于KAZE算法的图像特征提取与匹配研究

基于局部约束先验模型的图像复原方法研究

随机投影阵下的界约束总变分图像恢复算法

基于覆盖分割和活动轮廓模型的图像边缘提取算法

一种活动轮廓模型半隐式数值求解方法

核典型相关分析特征融合方法及应用

基于相关滤波器的红外弱小目标检测算法

A Kind of Binary Image Complete Level Authentication Method Based on Hamming Code and Digital Watermark

基于聚类信息的活动轮廓图像分割模型

Hierarchical clustering algorithm for categorical data using a probabilistic rough set model

Quick attribute reduction in inconsistent decision tables

Fast assignment reduction in inconsistent incomplete decision systems

Sparse and Low-Rank Coupling Image Segmentation Model Via Nonconvex Regularization

基于在线词典学习视觉跟踪算法的实现

基于SIFT特征点和交比值的水印图像抗攻击算法

一种优化脉冲耦合神经网络模型及在图像分割中的应用

Feature selection via maximizing global information gain for text classification

Quick Attribute Reduction Based on Approximation Dependency Degree

一种新的规则纹理基本图元提取方法

基于MRF的图像分割方法实现与探究

图像几种特征提取算子的研究

自动交互图像分割中的贝叶斯网络模型构建

The simple-discernibility matrix in rough sets

基于小波变换的图像压缩技术

一种改进的最大类间方差图像分割法

基于OSV分解的图像多尺度特征表示

Granular Sets and its Properties

An effective discretization based on Class-Attribute Coherence Maximization

受昆虫视觉启发的多光谱遥感影像特征检测器模型

受昆虫视觉启发的多光谱遥感影像小目标检测

一种快速颜色传输算法

基于多尺度自卷积归一化直方图的仿射不变量模式识别

The data reduction method of consistent decision tables based on rough set

An Algorithm for Attribute Reduction Based on Distance of Partitions