周雯｜湖北工业大学｜学者主页

2026

虚拟电厂高比例异常运行数据流辨识算法

焦筱悛，门进宝，周庆虎，李松，王丹，周雯

《信息技术》

2026

Research on a Lightweight YOLOv9 Object Detection Algorithm Fused with Adaptive Gated Coordinate Attention

Congdong Lv, Wen Zhou, Yi Li, Yupeng Song, Xiao-Dong Zhang

Mathematics

DOI

2026

Lightweight CNN–Transformer Hybrid Network for Efficient Face Super-Resolution

Ao-Lin Liu, Yihan Xu, Wen Zhou

Applied Sciences

DOI

2026

RePIC-Seg: Reciprocal Prototype–Image Consistency-Driven Semantic Segmentation for Remote Sensing Images

Hao Zhu, Yihan Xu, Yu-li Liu, Wen Zhou

IEEE Geoscience and Remote Sensing Letters

DOI

2026

SDP-YOLOv8: A Lightweight Enhancement Algorithm for Small Object Detection in UAV Aerial Photography

You Lu, Yihan Xu, Wen Zhou, Ding Zhou

Applied Sciences

DOI

2026

Large Language Model-Assisted Distillation–Fusion Framework for Visual Emotion Recognition

Yujun Ma, Yunjie Zeng, Zhiyuan Chen, Zhiwei Ye, Zhou Wen, Chunli Xiang

Algorithms

DOI

2026

MiRNA-disease association prediction via multi-view graph attention fusion network

Xiao Zheng, Shiye Cheng, Zhou Wen, Qiyi He, Zhiwei Ye, Li Jin

Pattern Recognition

DOI

2025

基于OCSVM和DDCSA的除尘设备故障检测方法

田野，陈辉，魏盈峰，赵凯，祝杰，夏源，王贵园，何其祎，周雯，王晗，徐澳

《计算机技术与发展》

DOI

2025

邻域粗糙模糊集的高效动态更新增量式算法

何柳，周雯

《计算机工程与设计》

DOI

2025

A DDPG Hybrid With Graph Scheme for Resource Management in Digital Twin-Assisted Biomedical Cyber-Physical Systems

Yihan Xu, Rong-Xing Ding, Xiao-Ren Xu, Ding Zhou, Wen Zhou

IEEE Transactions on Network and Service Management

DOI

2025

MKF-NET: KAN-Enhanced Vision Transformer for Remote Sensing Image Segmentation

Ning Ye, Yihan Xu, Wen Zhou, Gang Yu, Ding Zhou

Applied Sciences

DOI

2025

Enhancing Privacy-Preserving Network Trace Synthesis Through Latent Diffusion Models

Jin-Xi Yu, Yihan Xu, Min Hua, Gang Yu, Wen Zhou

Inf.

DOI

2025

Unveiling the nonlinear relationships and co-mitigation effects of green and blue space landscapes on PM2.5 exposure through explainable machine learning

Wei Cao, Liyan Wang, Rui Li, Wen Zhou, Deshun Zhang

Sustainable cities and society

DOI

2025

TSMS-HRO: A two-stage multi-strategy hybrid rice optimization algorithm for high-dimensional feature selection

Zhiwei Ye, Jie Sun, Zhou Wen, Bogdan Adamyk, Jixin Zhang, Ting Cai, Jun Shen, Mengya Lei, Jing Zhou, Ruihan Li

Journal of Computational Design and Engineering

DOI

2025

Multi-scale spatial fusion lightweight model for optical remote sensing image-based small object detection

Qiyi He, Ao Xu, Zhiwei Ỹe, Shirui Sheng, Zhou Wen, Xudong Lai

Geo-spatial Information Science

DOI

2025

HBOFFS: Hybrid breeding optimization algorithm inspired federated feature selection for intrusion detection in IIoT

Zhiwei Ỹe, Songsong Zhang, Zhou Wen, Libing Wu, Ting Cai, Mingwu Zhang, Mingwei Wang, Jixin Zhang, Mengya Lei

Knowledge-Based Systems

DOI

2025

A dual-enhanced long short-term memory earthquake prediction method based on improved and hybrid rice-inspired gray wolf optimizers

Sun Yi, Ruoxuan Huang, Xinchun Yi, Zhou Wen, Han Wang, Qiyi He, Zhe Ming

The Journal of Supercomputing

DOI

2025

An improved genetic algorithm and clone selection optimization-based gated recurrent unit networks for earthquake magnitude prediction

Zhou Wen, Xinchun Yi, Changyi Li, Zhiwei Ỹe, Qiyi He, Xiuwen Gong, Qiao Lin

Swarm and Evolutionary Computation

DOI

2025

A cooperative hybrid breeding swarm intelligence algorithm for feature selection

Mengqing Mei, Songsong Zhang, Zhiwei Ỹe, Mingwei Wang, Zhou Wen, Jia Yang, Jixin Zhang, Lingyu Yan, Jun Shen

Pattern Recognition

DOI

2025

Dynamic niche technology based hybrid breeding optimization algorithm for multimodal feature selection

Ting Cai, Fan Ma, Zhiwei Ye, Zhou Wen, Ming‐Wei Wang, Qiyi He, Pan Hu, Jun Shen

Scientific Reports

DOI

2025

A preliminary exploration of the T cells multilayer immune tolerance model

Peng Lu, Yiwen Liang, Zhou Wen, He Yang, Fan Yang

The Journal of Supercomputing

DOI

2025

Feature Importance Evaluation-Based Set Transformer and KAN for Steel Plate Fault Detection

Zhou Wen, Xinchun Yi, Chiyao Zhou, C.C. Li, Zhiwei Ỹe, Qiyi He, Xiuwen Gong, Qiao Lin

IEEE Transactions on Instrumentation and Measurement

DOI

2024

弱监督人工智能算法平台研究

冯琰一，周雯，张睿

《武汉职业技术学院学报》

2024

基于SPD-Conv结构和NAM注意力机制的鱼群小目标检测

谌雨章，王诗琦，周雯，周婉婷

《计算机科学》

2024

进化计算在大规模高维特征选择中的应用综述

叶志伟，王巧，周雯，王明威，蔡婷，何其祎

《北方工业大学学报》

2024

Enhanced Disease Detection for Apple Leaves with Rotating Feature Extraction

Zhihui Qiu, Yihan Xu, Chen Chen, Wen Zhou, Gang Yu

Agronomy

DOI

2024

A Two-Stage Model Compression Framework for Object Detection in Autonomous Driving Scenarios

Qiyi He, Ao Xu, Zhiwei Ỹe, Zhou Wen, Yifan Zhang, Ruijie Xi

IEEE Sensors Journal

DOI

2024

Underwater image enhancement based on optimally weighted histogram framework and improved Fick’s law algorithm

Yawen Liu, Ziteng Qiao, Zhiwei Ye, Zhou Wen, Mingwei Wang, Qiyi He, Ting Cai

Scientific Reports

DOI

2024

Cooperative metaheuristic algorithm for global optimization and engineering problems inspired by heterosis theory

Ting Cai, Songsong Zhang, Zhiwei Ye, Zhou Wen, Mingwei Wang, Qiyi He, Ziyuan Chen, Wanfang Bai

Scientific Reports

DOI

2024

A Contrastive Learning Based Multiview Scene Matching Method for UAV View Geo-Localization

Qiyi He, Ao Xu, Yifan Zhang, Zhiwei Ỹe, Zhou Wen, Ruijie Xi, Lin Qiao

Remote Sensing

DOI

2024

Elite GA-based feature selection of LSTM for earthquake prediction

Zhiwei Ye, Wuyang Lan, Zhou Wen, Qiyi He, Liang Hong, Xinguo Yu, Yunxuan Gao

The Journal of Supercomputing

DOI

2024

An Efficient Tiny Defect Detection Method for PCB With Improved YOLO Through a Compression Training Strategy

Zhou Wen, C.C. Li, Zhiwei Ỹe, Qiyi He, Zhe Ming, Jingliang Chen, Wan Fang, Zhenhua Xiao

IEEE Transactions on Instrumentation and Measurement

DOI

2024

A Streaming Data Clustering Method Based on Dual Strategies Improved DENCLUE

Ting Cai, Jiazhi Lv, Zhiwei Ye, Xiang Li, Zhou Wen, Орест Володимирович Кочан

IEEE Access

DOI

2023

A Clone Selection Algorithm Optimized Support Vector Machine for AETA Geoacoustic Anomaly Detection

Qiyi He, Han Wang, Changyi Li, Zhou Wen, Zhiwei Ye, Hong Liang, Xinguo Yu, Shengjie Yu, Lu Peng

Electronics

DOI

2023

An ensemble framework with improved hybrid breeding optimization-based feature selection for intrusion detection

Zhiwei Ye, Jun Luo, Zhou Wen, Mingwei Wang, Qiyi He

Future Generation Computer Systems

DOI

2023

FL-YOLOv7: A Lightweight Small Object Detection Algorithm in Forest Fire Detection

Zhuo Xiao, Fang Wan, Guangbo Lei, Ying Xiong, Li Xu, Zhiwei Ye, Wei Liu, Zhou Wen, Chengzhi Xu

Forests

DOI

2023

Object Detection Based on Lightweight YOLOX for Autonomous Driving

Qiyi He, Ao Xu, Zhiwei Ye, Zhou Wen, Ting Cai

Sensors

DOI

2023

RSLC-Deeplab: A Ground Object Classification Method for High-Resolution Remote Sensing Images

Zhimin Yu, Fang Wan, Guangbo Lei, Ying Xiong, Li Xu, Zhiwei Ye, Wei Liu, Zhou Wen, Chengzhi Xu

Electronics

DOI

2023

LSD-YOLOv5: A Steel Strip Surface Defect Detection Algorithm Based on Lightweight Network and Enhanced Feature Fusion Mode

Huan Zhao, Fang Wan, Guangbo Lei, Ying Xiong, Li Xu, Chengzhi Xu, Zhou Wen

Sensors

DOI

2022

A Robust Approach for Privacy Data Protection: IoT Security Assurance Using Generative Adversarial Imitation Learning

Chenxi Huang, Si-Rui Chen, Yaqing Zhang, Wen Zhou, J. Rodrigues, V. D. de Albuquerque

IEEE Internet of Things Journal

DOI

2022

Adaptive Dendritic Cell-Negative Selection Method for Earthquake Prediction

Zhou Wen, Wuyang Lan, Zhiwei Ye, Zhe Ming, Jingliang Chen, Qiyi He

Electronics

DOI

2022

Association Rule Mining Based on Hybrid Whale Optimization Algorithm

Zhiwei Ye, Wenhui Cai, Mingwei Wang, Aixin Zhang, Zhou Wen, Na Deng, Zimei Wei, Daxin Zhu

International Journal of Data Warehousing and Mining

DOI

2022

Immune optimization inspired artificial natural killer cell earthquake prediction method

Zhou Wen, Kaixin Zhang, Zhe Ming, Jingliang Chen, Yiwen Liang

The Journal of Supercomputing

DOI

2022

A Band Selection Approach for Hyperspectral Image Based on a Modified Hybrid Rice Optimization Algorithm

Zhiwei Ye, Wenhui Cai, Shiqin Liu, Kainan Liu, Mingwei Wang, Zhou Wen

Symmetry

DOI

2022

Introducing macrophages to artificial immune systems for earthquake prediction

Zhou Wen, Yiwen Liang, Xin’an Wang, Zhe Ming, Zhenhua Xiao, Xiying Fan

Applied Soft Computing

DOI

2021

采用奇异值分解和信息增益的树突状细胞模型

杨信民，董红斌，谭成予，周雯

《计算机工程与应用》

2020

基于反向选择的地震前兆观测数据异常检测

熊逸，梁意文，谭成予，周雯

《计算机工程与应用》

2020

An Efficient Blurring-Reconstruction Model to Defend Against Adversarial Attacks

Wen Zhou, Liming Wang, Yaohao Zheng

International Conference on Artificial Neural Networks

DOI

2019

基于免疫平衡机制的故障检测方法

肖振华，梁意文，谭成予，周雯

《计算机科学》

2019

基于数值微分的树突状细胞故障检测方法

肖振华，梁意文，谭成予，周雯，刘维炜

《电子学报》

2019

基于深度学习的动车组运行安全图像异物检测

周雯，史天运，李平，马小宁

《交通信息与安全》

2018

Transferable Adversarial Perturbations

Wen Zhou, Xin-Yue Hou, Yongjun Chen, Mengyun Tang, Xiangqi Huang, X. Gan, Yong Yang

European Conference on Computer Vision

DOI

2017

基于免疫危险感知的水下接驳盒故障检测方法

肖振华，梁意文，谭成予，刘维炜，周雯

《工程科学与技术》

精选作品

期刊论文

虚拟电厂高比例异常运行数据流辨识算法

Research on a Lightweight YOLOv9 Object Detection Algorithm Fused with Adaptive Gated Coordinate Attention

Lightweight CNN–Transformer Hybrid Network for Efficient Face Super-Resolution

RePIC-Seg: Reciprocal Prototype–Image Consistency-Driven Semantic Segmentation for Remote Sensing Images

SDP-YOLOv8: A Lightweight Enhancement Algorithm for Small Object Detection in UAV Aerial Photography

Large Language Model-Assisted Distillation–Fusion Framework for Visual Emotion Recognition

MiRNA-disease association prediction via multi-view graph attention fusion network

基于OCSVM和DDCSA的除尘设备故障检测方法

邻域粗糙模糊集的高效动态更新增量式算法

A DDPG Hybrid With Graph Scheme for Resource Management in Digital Twin-Assisted Biomedical Cyber-Physical Systems

MKF-NET: KAN-Enhanced Vision Transformer for Remote Sensing Image Segmentation

Enhancing Privacy-Preserving Network Trace Synthesis Through Latent Diffusion Models

Unveiling the nonlinear relationships and co-mitigation effects of green and blue space landscapes on PM2.5 exposure through explainable machine learning

TSMS-HRO: A two-stage multi-strategy hybrid rice optimization algorithm for high-dimensional feature selection

Multi-scale spatial fusion lightweight model for optical remote sensing image-based small object detection

HBOFFS: Hybrid breeding optimization algorithm inspired federated feature selection for intrusion detection in IIoT

A dual-enhanced long short-term memory earthquake prediction method based on improved and hybrid rice-inspired gray wolf optimizers

An improved genetic algorithm and clone selection optimization-based gated recurrent unit networks for earthquake magnitude prediction

A cooperative hybrid breeding swarm intelligence algorithm for feature selection

Dynamic niche technology based hybrid breeding optimization algorithm for multimodal feature selection

A preliminary exploration of the T cells multilayer immune tolerance model

Feature Importance Evaluation-Based Set Transformer and KAN for Steel Plate Fault Detection

弱监督人工智能算法平台研究

基于SPD-Conv结构和NAM注意力机制的鱼群小目标检测

进化计算在大规模高维特征选择中的应用综述

Enhanced Disease Detection for Apple Leaves with Rotating Feature Extraction

A Two-Stage Model Compression Framework for Object Detection in Autonomous Driving Scenarios

Underwater image enhancement based on optimally weighted histogram framework and improved Fick’s law algorithm

Cooperative metaheuristic algorithm for global optimization and engineering problems inspired by heterosis theory

A Contrastive Learning Based Multiview Scene Matching Method for UAV View Geo-Localization

Elite GA-based feature selection of LSTM for earthquake prediction

An Efficient Tiny Defect Detection Method for PCB With Improved YOLO Through a Compression Training Strategy

A Streaming Data Clustering Method Based on Dual Strategies Improved DENCLUE

A Clone Selection Algorithm Optimized Support Vector Machine for AETA Geoacoustic Anomaly Detection

An ensemble framework with improved hybrid breeding optimization-based feature selection for intrusion detection

FL-YOLOv7: A Lightweight Small Object Detection Algorithm in Forest Fire Detection

Object Detection Based on Lightweight YOLOX for Autonomous Driving

RSLC-Deeplab: A Ground Object Classification Method for High-Resolution Remote Sensing Images

LSD-YOLOv5: A Steel Strip Surface Defect Detection Algorithm Based on Lightweight Network and Enhanced Feature Fusion Mode

A Robust Approach for Privacy Data Protection: IoT Security Assurance Using Generative Adversarial Imitation Learning

Adaptive Dendritic Cell-Negative Selection Method for Earthquake Prediction

Association Rule Mining Based on Hybrid Whale Optimization Algorithm

Immune optimization inspired artificial natural killer cell earthquake prediction method

A Band Selection Approach for Hyperspectral Image Based on a Modified Hybrid Rice Optimization Algorithm

Introducing macrophages to artificial immune systems for earthquake prediction

采用奇异值分解和信息增益的树突状细胞模型

基于反向选择的地震前兆观测数据异常检测

An Efficient Blurring-Reconstruction Model to Defend Against Adversarial Attacks

基于免疫平衡机制的故障检测方法

基于数值微分的树突状细胞故障检测方法

基于深度学习的动车组运行安全图像异物检测

Transferable Adversarial Perturbations

基于免疫危险感知的水下接驳盒故障检测方法

书籍章节

NDAMM: a numerical differentiation-based artificial macrophage model for anomaly detection

研究方向