张素兰｜长江师范学院｜学者主页

2026

一种融合局部细节感知和边缘增强的单目深度估计网络

苏慧娟，胡立华，胡建华，王欣波，张素兰

《计算机工程与科学》

2026

Attribute reduction for concept cognition over knowledge graphs

Xin Hu, Denan Huang, Jiangli Duan, Zhongying Zhao, Sulan Zhang

Engineering Applications of Artificial Intelligence

DOI

2026

Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data

Dongdong Cheng, Xiaocui Jiang, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Yi Wang

IEEE Transactions on Knowledge and Data Engineering

DOI

2026

Identifying the Focus Word in Natural Language Questions Based on Association Rules

Xin Hu, Xiaofeng Ren, Jian Zheng, Jiangli Duan, Sulan Zhang

International Journal of Intelligent Systems

DOI

2026

Multimodal interpretable image recognition network via language-guided global-local collaboratively alignment

Sulan Zhang, Peijun Zhang, Li-Hua Hu, Xin Wen, Ji-Fu Zhang

Knowledge-Based Systems

DOI

2026

Hyperbolic Concept Bottleneck Model for Interpretable Fine-grained Image Classification

Hui-Yuan Zhou, Sulan Zhang, Li-Hua Hu, Ji-Fu Zhang, Ping Guo

IEEE transactions on multimedia

DOI

2026

C-PGS: Causal prior-guided style-aware semi-supervised semantic segmentation for ancient Chinese architecture

Si-Xin Chen, Sulan Zhang, Xin Wen, Hui-Yuan Zhou, Fu-Rong Peng, Li-Hua Hu

Computers & Graphics

DOI

2025

Concept cognition over knowledge graphs: A perspective from mining multi-granularity attribute characteristics of concepts

Xin Hu, Denan Huang, Jiangli Duan, Pingping Wu, Sulan Zhang, Wenqin Li

Information Processing & Management，Vol. 62, No. 4

DOI

2025

基于知识图谱的古建筑深度标注可解释方法

王力，张素兰，蔡振姣

《计算机仿真》

2025

基于知识图谱与全局上下文注意的图像描述生成模型

陶瑞，张素兰，周慧媛

《计算机工程与设计》

2025

基于松弛标签一致性字典对学习图像分类算法

李珍，张素兰

《太原科技大学学报》

2025

基于必然属性分析的上近似粒描述

赵智，张素兰，苏美红

《太原科技大学学报》

2025

基于双重注意力和匹配矩阵优化的点云配准算法

姬硕，胡立华，张素兰，胡建华，王欣波

《计算机技术与发展》

DOI

2025

空间通道融合的轻量化图像超分辨率重建方法

任仲仪，胡立华，张素兰

《计算机与数字工程》

2025

基于边界检测和像素扩张的古建筑语义分割

李玉，张素兰

《计算机应用与软件》

2025

Fast Minimum Spanning Tree Clustering Algorithm Based on Granular-Ball Computing

Xiaocui Jiang, Dongdong Cheng, Jinlong Huang, Sulan Zhang

Lecture notes in computer science

DOI

2025

A progressive attention network with transformer for multi-label image recognition

Sulan Zhang, Zhenwen Liao, Jia-Neng Li, Li-Hua Hu, Ji-Fu Zhang

Pattern Recognition

DOI

2025

A coordinate-to-semantic attention network for multi-label ancient Chinese architecture image classification

Sulan Zhang, Fei Wang, Hui-Yuan Zhou, Li-Hua Hu, Hai-Feng Yang, Ji-Fu Zhang, Jiang-Hui Cai

npj Heritage Science

DOI

2025

Weakly supervised semantic segmentation for ancient architecture based on multiscale adaptive fusion and spectral clustering

R. Sun, Sulan Zhang, Mei-Hong Su, Li-Hua Hu, Ji-Fu Zhang

Computers & graphics

DOI

2024

基于加权概念格与AE的社交知识图谱语义压缩

韩锦雪，苏美红，周慧媛，张素兰

《计算机技术与发展》

2024

基于旋涡传感的镁合金压铸件表面微观缺陷检测

王飞，张素兰

《传感技术学报》

2024

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

Dongdong Cheng, Cheng Zhang, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang, Jiang Xie

Information Sciences

DOI

2024

Unsupervised Granular-Ball Partitioning Algorithm Based on KL Divergence

Xiaodong Xu, Dong-Dong Cheng, Jin-Long Huang, Sulan Zhang

IJCRS

DOI

2024

A Progressive Stacking Pseudoinverse Learning Framework via Active Learning in Random Subspaces

Zhenjiao Cai, Sulan Zhang, Ping Guo, Jifu Zhang, Li-Hua Hu

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2024

EMC+GD_C: circle-based enhanced motion consistency and guided diffusion feature matching for 3D reconstruction

Zhenjiao Cai, Sulan Zhang, Ji-Fu Zhang, Xiao-Ming Li, Li-Hua Hu, Jiang-Hui Cai

Complex & Intelligent Systems

DOI

2023

A novel outlier detecting algorithm based on the outlier turning points

Jinlong Huang, Dongdong Cheng, Sulan Zhang

Expert Systems With Applications，Vol. 231

DOI

2023

A user-guided reduction concept lattice and its algebraic structure

Sulan Zhang, Jifu Zhang, Jianeng Li, Ping Guo, Witold Pedrycz

Expert Systems With Applications，Vol. 217

DOI

2023

基于改进深度学习算法的铸件缺陷自动检测识别研究

王飞，张素兰

《自动化与仪表》

2023

基于非负矩阵分解的均方残差多视图聚类算法

郝敬琪，胡立华，张素兰，张继福

《计算机技术与发展》

2023

基于双注意力机制的零样本建筑图像分类方法

宁园园，张素兰，陈飞

《计算机技术与发展》

2023

Searching natural neighbors in an accelerated way

Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang

Engineering Applications of Artificial Intelligence

DOI

2023

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

Dongdong Cheng, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Shuyin Xia, Guoyin Wang, Jiang Xie

IEEE Transactions on Neural Networks and Learning Systems

DOI

2023

AMNet: a new RGB-D instance segmentation network based on attention and multi-modality

Ming-Yang Wang, Li-Hua Hu, Yu-Ting Bai, Xiao-Ling Yao, Jianhua Hu, Sulan Zhang

The Visual Computer

DOI

2023

AM-RP Stacking PILers: Random projection stacking pseudoinverse learning algorithm based on attention mechanism

Zhenjiao Cai, Sulan Zhang, Ping Guo, Ji-Fu Zhang, Li-Hua Hu

The Visual Computer

DOI

2022

基于视觉注意力和FCA的古建筑图像语义完备

牛少刚，张素兰，张继福

《计算机技术与发展》

2022

基于影响空间与YOLOv3的古建筑检测方法

胡立华，王敏敏，刘爱琴，张素兰

《计算机技术与发展》

2022

基于动态拓展的特征匹配方法

左威健，胡立华，刘爱琴，张素兰，马瑞

《计算机工程与设计》

2022

A GA and SVM Classification Model for Pine Wilt Disease Detection Using UAV-Based Hyperspectral Imagery

Sulan Zhang, Hong Bing Huang, Yunbiao Huang, Dongdong Cheng, Jinlong Huang

Applied Sciences

DOI

2022

A robust method based on locality sensitive hashing for K-nearest neighbors searching

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Quanwang Wu

Wireless Networks

DOI

2022

ASNN: Accelerated Searching for Natural Neighbors

Dongdong Cheng, Jiangmei Luo, Jinlong Huang, Sulan Zhang

Communications in computer and information science

DOI

2022

Enhanced Motion Consistency and Guided Diffusion Feature Matching for 3D Reconstruction

Zhenjiao Cai, Sulan Zhang, Xiao-Ming Li, Ji-Fu Zhang, Li-Hua Hu, Hai Yang

Journal of Computer-Aided Design & Computer Graphics

DOI

2022

Architectural style classification based on CNN and channel–spatial attention

Bo Wang, Sulan Zhang, Ji-Fu Zhang, Zhenjiao Cai

Signal, Image and Video Processing

DOI

2022

GMC_FM : a grid and multi-density-based method for matching ancient Chinese architectural images

Li-Hua Hu, Yao Nie, Ji-Fu Zhang, Sulan Zhang

Machine Vision and Applications

DOI

2022

Image annotation of ancient chinese architecture based on visual attention mechanism and GCN

Sulan Zhang, Songzan Chen, Ji-Fu Zhang, Zhenjiao Cai, Li-Hua Hu

Multimedia tools and applications

DOI

2022

Multi-level Self-supervised Representation Learning via Triple-way Attention Fusion and Local Similarity Optimization

Sulan Zhang, Fei Chen, Ji-Fu Zhang, Aiqin Liu, Fei Wang

Neural Processing Letters

DOI

2021

一种融合MeanShift聚类分析和卷积神经网络的Vibe++背景分割方法

刘子豪，贾小军，张素兰，徐志玲，张俊

《电信科学》

2021

Guidance of Engineering Certification: Information Mining for the Computer Majors with Examples

Sulan Zhang

International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)

DOI

2021

A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Xiaohua Zhang, Xin Luo

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2020

监督学习中的损失函数及应用研究

邓建国，张素兰，张继福，荀亚玲，刘爱琴

《大数据》

2020

基于卷积神经网络和概念格的图像语义完备标注

李雯莉，张素兰，张继福，胡立华

《小型微型计算机系统》

2020

一种基于加权切比雪夫距离的图像分割方法

毛鑫，蔡江辉，张素兰

《太原科技大学学报》

2020

Dense members of local cores-based density peaks clustering algorithm

Dongdong Cheng, Sulan Zhang, Jinlong Huang

Knowledge-Based Systems

DOI

2020

SVM-Lattice: A Recognition and Evaluation Frame for Double-Peaked Profiles

Hai-Feng Yang, Caixia Qu, Jiang-Hui Cai, Sulan Zhang, Xu-Jun Zhao

IEEE Access

DOI

2020

Scalable Mining of Contextual Outliers Using Relevant Subspace

Ji-Fu Zhang, Xiaolong Yu, Y. Xun, Sulan Zhang, X. Qin

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2019

A hyperspectral GA-PLSR model for prediction of pine wilt disease

Sulan Zhang, Jinlong Huang, Jim Hanan, Lin Qin

Multimedia Tools and Applications

DOI

2019

A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points

Jinlong Huang, Ru Xu, Dongdong Cheng, Sulan Zhang, Ke-ke Shang

IEEE Access

DOI

2019

Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets

Dongdong Cheng, Jinlong Huang, Sulan Zhang, Huijun Liu

IEEE Access

DOI

2019

Anomaly Region Detection Based on DMST

Sulan Zhang, Jiaqiang Wan

International Journal of Data Warehousing and Mining

DOI

2019

Ridge regression model for estimating pine wilt disease based on hyperspectral characteristics

Sulan Zhang, Jin-Long Huang, L. Qin, Hong-Qun Li

DOI

2017

Weight-based method for inside outlier detection

Sulan Zhang, Jiaqiang Wan

Optik

DOI

2016

Miner*: A Weighted Distance Sum based Outlier Mining System of Star Spectrum Data

Chao-Wei Zhang, Ji-Fu Zhang, X. Qin, Sulan Zhang

Int. J. Uncertain. Fuzziness Knowl. Based Syst.

DOI

2016

ファジィ概念ラティスに基づく視覚単語生成手法【JST・京大機械翻訳】

Ya-Ping Wang, Sulan Zhang, Ji-Fu Zhang, Li-Hua Hu

2016

A relevant subspace based contextual outlier mining algorithm

Ji-Fu Zhang, Xiaolong Yu, Yong-Hong Li, Sulan Zhang, Y. Xun, X. Qin

Knowledge-Based Systems

DOI

2014

An outlier mining algorithm based on constrained concept lattice

Jifu Zhang, Sulan Zhang, Kai H. Chang, Xiao Qin

International Journal Of Systems Science，Vol. 450, No. 5

DOI

2014

A FWCL-based method for visual vocabulary formation

Sulan Zhang, Ji-Fu Zhang, Ping Guo, Meng Chu, Kai H. Chang

Multimedia tools and applications

DOI

2014

The criteria for attribute reduction of concept lattice and its fast reduction algorithm

Meng Chu, Sulan Zhang, Ji-Fu Zhang

2013

Interrelation analysis of celestial spectra data using constrained frequent pattern trees

Ji-Fu Zhang, Xu-Jun Zhao, Sulan Zhang, Shu Yin, X. Qin

Knowledge-Based Systems

DOI

2012

图像语义自动标注及其粒度分析方法

张素兰，郭平，张继福，胡立华

《自动化学报》

2012

A completeness analysis of frequent weighted concept lattices and their algebraic properties

Sulan Zhang, Ping Guo, Ji-Fu Zhang, Xinxin Wang, W. Pedrycz

Data & Knowledge Engineering

DOI

2012

Automatic Semantic Image Annotation with Granular Analysis Method: Automatic Semantic Image Annotation with Granular Analysis Method

Sulan Zhang, Ping Guo, Ji-Fu Zhang, Li-Hua Hu

DOI

2011

利用编码的频繁导出式子树挖掘算法

尹四清，孔鹏程，张素兰

《计算机工程与应用》

2011

Research on Construction Algorithm of Horizontal Partitioning Concept Lattices Based on Pruning

Li-Hua Hu, Ji-Fu Zhang, Sulan Zhang

2010

一种频繁加权概念格的批处理构造算法

王欣欣，张继福，张素兰

《模式识别与人工智能》

2010

基于概念格和条件信息熵的分类规则获取方法

房鹏杰，张素兰，张继福

《计算机工程与应用》

2010

基于卫星遥感影像的交通状态判别研究

张素兰

《北京交通大学》

2010

约束概念格的代数性质及其知识表示的完备性

张继福，张素兰，蒋义勇

《模式识别与人工智能》

2009

基于区域锐度的多聚焦图像融合

张素兰，王铮

《计算机工程》

2009

基于约束概念格的天体光谱局部离群数据挖掘系统

张继福，张素兰，蒋义勇

《光谱学与光谱分析》

2009

Algebra System of Constrained Concept Lattice and its Completeness of Knowledge Representation

Ji-Fu Zhang, Sulan Zhang, Yi-Yong Jiang

2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2009

A concept lattice based outlier mining method in low-dimensional subspaces

Ji-Fu Zhang, Yi-Yong Jiang, Kai-Hsiung Chang, Sulan Zhang, Jiang-Hui Cai, Li-Hua Hu

Pattern Recognition Letters

DOI

2009

A Batch Constructing Method of Weighted Concept Lattice Based on Deviance Analysis

Sulan Zhang, Ping Guo, Ji-Fu Zhang, Xinxin Wang

International Conference on Computational Intelligence and Security

DOI

2009

Incremental construction algorithm of constrained concept lattice based on pruning

Sulan Zhang

DOI

2009

An Updating Algorithm of Concept Lattice Based on Concept Promoting

Sulan Zhang

2009

[The local outliers mining system of celestial body spectrum based on constrained concept lattice].

Ji-Fu Zhang, Sulan Zhang, Yi-Yong Jiang

Guang pu xue yu guang pu fen xi = Guang pu

2008

基于概念格的天体光谱离群数据识别方法

张继福，蒋义勇，胡立华，蔡江辉，张素兰

《自动化学报》

2008

An improved algorithm based on concept specialization for constructing concept lattices

Sulan Zhang

2007

基于仿真与数据挖掘的故障诊断方法研究

张素兰，胡骏

《计算机仿真》

2007

Incremental construction of concept lattice based on linked list structure

Sulan Zhang

2007

The Outliers Mining Algorithm Based on Constrained Concept Lattice

Yi-Yong Jiang, Ji-Fu Zhang, Jiang-Hui Cai, Sulan Zhang, Li-Hua Hu

International Symposium on Data, Privacy, and E-Commerce

DOI

2006

A Pruning Based Incremental Construction Algorithm of Concept Lattice

Ji-Fu Zhang, Li-Hua Hu, Sulan Zhang

Industrial Conference on Data Mining

DOI

2006

A Pruning Based Incremental Construction of Horizontal Partitioned Concept Lattice

Li-Hua Hu, Ji-Fu Zhang, Sulan Zhang

International Conference on Intelligent Computing

DOI

2005

加权概念格及其渐进式构造

张继福，张素兰，郑链

《模式识别与人工智能》

2005

The restricted concept lattice and its formation

Sulan Zhang, Ji-Fu Zhang, Li-Hua Hu, Yin-Hua Li

International Conference on Machine Learning and Computing

DOI

2003

A new classification mining model based on the data warehouse

Sulan Zhang, Ji-Fu Zhang

Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693)

DOI

2002

Mind evolutionary computation for the constrained optimization

Jing Jie, Jian-Chao Zeng, Sulan Zhang

Proceedings. International Conference on Machine Learning and Cybernetics

DOI

精选作品

期刊论文

一种融合局部细节感知和边缘增强的单目深度估计网络

Attribute reduction for concept cognition over knowledge graphs

Fast Spectral Clustering via Pseudo-Label-Based Granular-Ball Division for Large-Scale Data

Identifying the Focus Word in Natural Language Questions Based on Association Rules

Multimodal interpretable image recognition network via language-guided global-local collaboratively alignment

Hyperbolic Concept Bottleneck Model for Interpretable Fine-grained Image Classification

C-PGS: Causal prior-guided style-aware semi-supervised semantic segmentation for ancient Chinese architecture

Concept cognition over knowledge graphs: A perspective from mining multi-granularity attribute characteristics of concepts

基于知识图谱的古建筑深度标注可解释方法

基于知识图谱与全局上下文注意的图像描述生成模型

基于松弛标签一致性字典对学习图像分类算法

基于必然属性分析的上近似粒描述

基于双重注意力和匹配矩阵优化的点云配准算法

空间通道融合的轻量化图像超分辨率重建方法

基于边界检测和像素扩张的古建筑语义分割

Fast Minimum Spanning Tree Clustering Algorithm Based on Granular-Ball Computing

A progressive attention network with transformer for multi-label image recognition

A coordinate-to-semantic attention network for multi-label ancient Chinese architecture image classification

Weakly supervised semantic segmentation for ancient architecture based on multiscale adaptive fusion and spectral clustering

基于加权概念格与AE的社交知识图谱语义压缩

基于旋涡传感的镁合金压铸件表面微观缺陷检测

GB-DBSCAN: A fast granular-ball based DBSCAN clustering algorithm

Unsupervised Granular-Ball Partitioning Algorithm Based on KL Divergence

A Progressive Stacking Pseudoinverse Learning Framework via Active Learning in Random Subspaces

EMC+GD_C: circle-based enhanced motion consistency and guided diffusion feature matching for 3D reconstruction

A novel outlier detecting algorithm based on the outlier turning points

A user-guided reduction concept lattice and its algebraic structure

基于改进深度学习算法的铸件缺陷自动检测识别研究

基于非负矩阵分解的均方残差多视图聚类算法

基于双注意力机制的零样本建筑图像分类方法

Searching natural neighbors in an accelerated way

A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

K-Means Clustering With Natural Density Peaks for Discovering Arbitrary-Shaped Clusters

AMNet: a new RGB-D instance segmentation network based on attention and multi-modality

AM-RP Stacking PILers: Random projection stacking pseudoinverse learning algorithm based on attention mechanism

基于视觉注意力和FCA的古建筑图像语义完备

基于影响空间与YOLOv3的古建筑检测方法

基于动态拓展的特征匹配方法

A GA and SVM Classification Model for Pine Wilt Disease Detection Using UAV-Based Hyperspectral Imagery

A robust method based on locality sensitive hashing for K-nearest neighbors searching

ASNN: Accelerated Searching for Natural Neighbors

Enhanced Motion Consistency and Guided Diffusion Feature Matching for 3D Reconstruction

Architectural style classification based on CNN and channel–spatial attention

GMC_FM : a grid and multi-density-based method for matching ancient Chinese architectural images

Image annotation of ancient chinese architecture based on visual attention mechanism and GCN

Multi-level Self-supervised Representation Learning via Triple-way Attention Fusion and Local Similarity Optimization

一种融合MeanShift聚类分析和卷积神经网络的Vibe++背景分割方法

Guidance of Engineering Certification: Information Mining for the Computer Majors with Examples

A Novel Approximate Spectral Clustering Algorithm With Dense Cores and Density Peaks

监督学习中的损失函数及应用研究

基于卷积神经网络和概念格的图像语义完备标注

一种基于加权切比雪夫距离的图像分割方法

Dense members of local cores-based density peaks clustering algorithm

SVM-Lattice: A Recognition and Evaluation Frame for Double-Peaked Profiles

Scalable Mining of Contextual Outliers Using Relevant Subspace

A hyperspectral GA-PLSR model for prediction of pine wilt disease

A Novel Hybrid Clustering Algorithm Based on Minimum Spanning Tree of Natural Core Points

Improved Density Peaks Clustering Based on Shared-Neighbors of Local Cores for Manifold Data Sets

Anomaly Region Detection Based on DMST

Ridge regression model for estimating pine wilt disease based on hyperspectral characteristics

Weight-based method for inside outlier detection

Miner*: A Weighted Distance Sum based Outlier Mining System of Star Spectrum Data

ファジィ概念ラティスに基づく視覚単語生成手法【JST・京大機械翻訳】

A relevant subspace based contextual outlier mining algorithm

An outlier mining algorithm based on constrained concept lattice

A FWCL-based method for visual vocabulary formation

The criteria for attribute reduction of concept lattice and its fast reduction algorithm

Interrelation analysis of celestial spectra data using constrained frequent pattern trees

图像语义自动标注及其粒度分析方法

A completeness analysis of frequent weighted concept lattices and their algebraic properties

Automatic Semantic Image Annotation with Granular Analysis Method: Automatic Semantic Image Annotation with Granular Analysis Method

利用编码的频繁导出式子树挖掘算法

Research on Construction Algorithm of Horizontal Partitioning Concept Lattices Based on Pruning

一种频繁加权概念格的批处理构造算法

基于概念格和条件信息熵的分类规则获取方法

基于卫星遥感影像的交通状态判别研究

约束概念格的代数性质及其知识表示的完备性

基于区域锐度的多聚焦图像融合