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15 December 2024, Volume 60 Issue 24

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Research Hotspots and Reviews

Overview of Causal Learning Techniques and Applications

LONG Xiangfu, LI Shaobo, ZHANG Yizong, YANG Lei, LI Chuanjiang

2024, 60(24):  1-19.  DOI: 10.3778/j.issn.1002-8331.2405-0407

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Functional Maps and Its Application in Non-Rigid 3D Shape Correspondence

WANG Ning, ZHANG Dan, XU Chenhao, SONG Meihua, ZHANG Jianpeng, PENG Quanhong

2024, 60(24):  20-43.  DOI: 10.3778/j.issn.1002-8331.2403-0405

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Comparative Review of Text-to-Image Generation Techniques Based on Diffusion Models

GAO Xinyu, DU Fang, SONG Lijuan

2024, 60(24):  44-64.  DOI: 10.3778/j.issn.1002-8331.2405-0048

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Review of Joint Extraction of Medical Entities and Relationships Based on Deep Learning

YE Qing, ZHANG Xiaofeng, PENG Lin, CHENG Chunlei

2024, 60(24):  65-78.  DOI: 10.3778/j.issn.1002-8331.2403-0457

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Review of Research on DDoS Attack Detection in SDN

ZHENG Chengwei, WANG Haifeng, LIU Rui

2024, 60(24):  79-96.  DOI: 10.3778/j.issn.1002-8331.2405-0367

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Theory, Research and Development

Improved Dung Beetle Optimization Algorithm by Hybrid Multi-Strategy

LOU Gewei, ZHENG Yonghuang, CHEN Jun, SHEN Tingzheng, SUO Xiangbo, LIU Xuliang

2024, 60(24):  97-109.  DOI: 10.3778/j.issn.1002-8331.2405-0187

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Qubit Mapping Algorithm for Noisy Intermediate-Scale Quantum Computers

HUANG Hongkai, ZHANG Xuesong

2024, 60(24):  110-118.  DOI: 10.3778/j.issn.1002-8331.2404-0196

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Pattern Recognition and Artificial Intelligence

Automatic Annotation of Knowledge Points in Picture-Based Educational Resources for Knowledge Scenarios

WANG Jing, DU Xu, LI Hao, HU Zhuang

2024, 60(24):  119-130.  DOI: 10.3778/j.issn.1002-8331.2308-0102

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Hash Embedding for Attributed Multiplex Heterogeneous Network

SU Huimin, LI Qian, GUO Hongyu, LIU Yulong

2024, 60(24):  131-139.  DOI: 10.3778/j.issn.1002-8331.2406-0061

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Graph Autoencoder Framework Combining Path Masking and Dual Decoder

ZHAO Shaohui, MA Xiao, WANG Jianxia

2024, 60(24):  140-148.  DOI: 10.3778/j.issn.1002-8331.2308-0124

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MBRNet：Multi-Branch Handwritten Character Recognition Network with Integrated Residual Connection

LI Gang, CHEN Taibing, YANG Zhibo, FAN Yi, ZHANG Ling

2024, 60(24):  149-157.  DOI: 10.3778/j.issn.1002-8331.2308-0161

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Knowledge Reasoning Method of Reinforcement Learning Integrating Action Withdrawal and Soft Reward

SUN Chong, WANG Hairong, JING Boxiang, MA He

2024, 60(24):  158-165.  DOI: 10.3778/j.issn.1002-8331.2308-0215

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Combining Large Model Fine-Tuning and Graph Neural Networks for Knowledge Graph Question Answering

CHEN Junzhen, WANG Shuying, LUO Haoran

2024, 60(24):  166-176.  DOI: 10.3778/j.issn.1002-8331.2406-0301

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Graphics and Image Processing

LOL-YOLO：Low-Light Object Detection Incorporating Multiple Attention Mechanisms

JIANG Changjiang, HE Xuying, XIANG Jie

2024, 60(24):  177-187.  DOI: 10.3778/j.issn.1002-8331.2406-0424

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Array Target Image Segmentation with Boundary-Aware SegFormer Network

LYU Yang, WU Jingjing, ZHUANG Zhishan, AN Congying

2024, 60(24):  188-199.  DOI: 10.3778/j.issn.1002-8331.2308-0091

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Small Target Detection Algorithm for Aerial Images Based on YOLOv8n

QI Xiangming, YAN Pingping, JIANG Liang

2024, 60(24):  200-210.  DOI: 10.3778/j.issn.1002-8331.2405-0019

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YOLOv8-FD：YOLOv8 Improved Method for Detecting Surface Defects on Steel Plates

MA Lei, LI Ye, WANG Yuxiang

2024, 60(24):  211-221.  DOI: 10.3778/j.issn.1002-8331.2406-0223

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Improved YOLOv8-Based Algorithm for Classroom Behavior Recognition of Students：DMS-YOLOv8

CHEN Chen, BAO Wenxing, CHEN Xu, JING Yongjun, LI Weijun

2024, 60(24):  222-234.  DOI: 10.3778/j.issn.1002-8331.2407-0132

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Low-Light Target Detection Algorithm Based on Multi-Level Feature Extraction

TAN hao, ZHANG Jinglei, JIA Xin

2024, 60(24):  235-242.  DOI: 10.3778/j.issn.1002-8331.2308-0093

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Improved Adaptive Learning Attention Network for Underwater Image Enhancement

XU Yuan, LI Feng, YAN Jiaxiang

2024, 60(24):  243-249.  DOI: 10.3778/j.issn.1002-8331.2308-0173

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Lightweight Semantic Segmentation of Tobacco Main Veins Fusing Coordinate Attention and Dense Connectivity

SU Shuailin, GAN Bomin, LONG Jie, LIU Yuchen, GAI Xiaolei, ZHANG Jiwu

2024, 60(24):  250-259.  DOI: 10.3778/j.issn.1002-8331.2308-0228

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DB-YOLO：Dual Backbone YOLOv8 Model with Feature Enhancement Fusion for Road Defect Detection

YE Famao, ZHANG Li, YUAN Liao, LI Dajun

2024, 60(24):  260-269.  DOI: 10.3778/j.issn.1002-8331.2404-0019

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Network, Communication and Security

MorViT Fingerprint Recognition Model for Tor Darknet Traffic

ZHU Yi, CAI Manchun, YAO Lifeng, ZHANG Yiwen, CHEN Yonghao

2024, 60(24):  270-281.  DOI: 10.3778/j.issn.1002-8331.2308-0104

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Byzantine Algorithm for Collaborative Optimization of Recommendation Reputation Model and Cluster Analysis

LI Heji, WANG Chuanhua, XU Xin

2024, 60(24):  282-290.  DOI: 10.3778/j.issn.1002-8331.2310-0150

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Engineering and Applications

Pavement Disease Detection Algorithm Focusing on Shape Features

DENG Tianmin, CHEN Yuetian, YU Yang, XIE Pengfei, LI Qingying

2024, 60(24):  291-305.  DOI: 10.3778/j.issn.1002-8331.2404-0259

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Improved U-Net Pavement Crack Detection Method

ZHANG Mingxing, XU Jian, LIU Xiuping, ZHANG Yongjin, ZHANG Chuang, NING Xiaoge

2024, 60(24):  306-313.  DOI: 10.3778/j.issn.1002-8331.2307-0358

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Research on Influence of Vehicle Type on Traffic Flow Speed Under Target Detection

XU Huizhi, CHANG Mengying, CHEN Yinan, HAO Dongsheng

2024, 60(24):  314-321.  DOI: 10.3778/j.issn.1002-8331.2307-0389

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Dynamic Heterogeneous Network Representation Learning for Fraud Detection in Auto Insurance

PAN Yijun, LIANG Bian, ZHANG Long, NA Chongning

2024, 60(24):  322-330.  DOI: 10.3778/j.issn.1002-8331.2308-0078

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Nonwoven Defect Detection by Fusing Selection Kernel Attention

LU Yunting, KANG Shaopeng, WU Shuang, HE Chuan

2024, 60(24):  331-339.  DOI: 10.3778/j.issn.1002-8331.2308-0182

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Forest Smoke Detection Method Without Open Flames Based on Improved YOLOv7

WANG Haowen, PIAO Yan, WANG Yue, JIANG Pinyi

2024, 60(24):  340-350.  DOI: 10.3778/j.issn.1002-8331.2308-0349

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