Table of Content

01 November 2024, Volume 60 Issue 21

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Research Hotspots and Reviews

Research Progress on Recommendation Algorithms with Knowledge Graph Visualization Analysis

LIN Suqing, LUO Dingnan, ZHANG Shuhua

2024, 60(21):  1-17.  DOI: 10.3778/j.issn.1002-8331.2312-0032

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Review on Deep Learning-Based 2D Single-Person Pose Estimation

SU Yanyan, QIU Zhiliang, LI Guo, LU Shenglian, CHEN Ming

2024, 60(21):  18-37.  DOI: 10.3778/j.issn.1002-8331.2403-0152

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Review of YOLO Methods for Universal Object Detection

MI Zeng, LIAN Zhe

2024, 60(21):  38-54.  DOI: 10.3778/j.issn.1002-8331.2404-0130

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Survey of Community Detection from Perspectives of Dynamics and Heterogeneity

WU Yongliang, DOU Shimao, LI Jinghui, DONG Jiahao, WEI Dan

2024, 60(21):  55-72.  DOI: 10.3778/j.issn.1002-8331.2403-0432

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Comprehensive Review of Application Progress of Blockchain in Domain Name System Security

JI Jie, YUE Pengfei, LI Leixiao, DU Jinze, LIN Hao, GAO Haoyu

2024, 60(21):  73-88.  DOI: 10.3778/j.issn.1002-8331.2405-0302

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Theory, Research and Development

Fuzzing for Unmanned Aerial Vehicle System Based on Reinforcement Learning

YU Zhenhua, YANG Wenjian, LI Xiteng, CONG Xuya

2024, 60(21):  89-98.  DOI: 10.3778/j.issn.1002-8331.2401-0125

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Chaotic Moth-Flame Optimization Algorithm Based on Squirrel Exploration Strategy

ZHANG Shuai, YE Xiaohua, HUANG Jianzhong

2024, 60(21):  99-115.  DOI: 10.3778/j.issn.1002-8331.2401-0107

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Pattern Recognition and Artificial Intelligence

Chinese Short Text Sentiment Classification Model Integrating Dual-Channel Features

ZANG Jie, LU Jintao, WANG Yan, LI Xiang, LIAO Huizhi

2024, 60(21):  116-126.  DOI: 10.3778/j.issn.1002-8331.2310-0020

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Research on Pre-Training Models for Tibetan Text with Character Awareness

Gadeng Luosang, Nyima Tashi

2024, 60(21):  127-133.  DOI: 10.3778/j.issn.1002-8331.2307-0200

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Fine-Grained Text Classification Based on Label Augmentation

GUO Ruiqiang, YANG Shilong, JIA Xiaowen, WEI Qianqiang

2024, 60(21):  134-141.  DOI: 10.3778/j.issn.1002-8331.2307-0129

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Double Feature Hierarchical Embedding Multivariate Time Series Anomaly Detection Method

CHEN Wenli, SU Yu, CHEN Lingli, GAO Xin, CHENG Yingying, ZOU Bo

2024, 60(21):  142-153.  DOI: 10.3778/j.issn.1002-8331.2307-0188

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Multimodal Conversation Emotion Recognition Combining Multi-Level Attention and Multi-Stream Graph Neural Networks

FENG Hongqi, GUO Yongxiang, ZHANG Denghui, YANG Xinli

2024, 60(21):  154-163.  DOI: 10.3778/j.issn.1002-8331.2307-0196

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Diverse Image Captioning via Conditional Variational Transformer and Introspective Adversarial Learning

LIU Mingming, LIU Bing, LIU Hao, ZHANG Haiyan

2024, 60(21):  164-171.  DOI: 10.3778/j.issn.1002-8331.2402-0065

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Graphics and Image Processing

Safety Helmet Detection Method in Complex Environment Based on Multi-Mechanism Optimization of YOLOv8

XIAO Zhenjiu, YAN Su, QU Haicheng

2024, 60(21):  172-182.  DOI: 10.3778/j.issn.1002-8331.2402-0147

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Improving Defect Detection in YOLOv8 for Steel Strip

MA Jinlin, CAO Haojie, MA Ziping, LIN Baobao, YANG Jipeng

2024, 60(21):  183-193.  DOI: 10.3778/j.issn.1002-8331.2403-0255

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Research on Optimization of UAV Traffic Small Target Image Detection Algorithm

XU Huizhi, GU Xunan

2024, 60(21):  194-204.  DOI: 10.3778/j.issn.1002-8331.2403-0136

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Improved Lightweight Bearing Defect Detection Algorithm of YOLOv8

YAO Jingli, CHENG Guang, WAN Fei, ZHU Deping

2024, 60(21):  205-214.  DOI: 10.3778/j.issn.1002-8331.2403-0444

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Mural Image Restoration Method Based on CSWin-Transformer and Gate Convolution

XU Zhigang, YANG Xinyu

2024, 60(21):  215-224.  DOI: 10.3778/j.issn.1002-8331.2307-0238

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Multi-Lens Spectral Image Mosaic Method of Cultural Relics with Improved Grid Projection Transformation

ZHENG Yangyang, WANG Huiqin, WANG Ke, WANG Zhan, ZHEN Gang, LI Yuan

2024, 60(21):  225-235.  DOI: 10.3778/j.issn.1002-8331.2310-0386

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Fetal Echocardiogram Segmentation Algorithm for Class Imbalance

NIU Liang, ZHANG Menglu, CHEN Binghua, JIANG Shu, LU Luqi, XU Xiao, NIU Qiang

2024, 60(21):  236-243.  DOI: 10.3778/j.issn.1002-8331.2401-0410

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Improved YOLOX Algorithm for Carbon Contact Strip Detection Method

ZHENG Aiyun, JIANG Xinyu, LIU Weimin, CHEN Shujun, ZHENG Zhi

2024, 60(21):  244-253.  DOI: 10.3778/j.issn.1002-8331.2308-0023

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Network, Communication and Security

Revealing and Optimizing Trade-Offs Between Information Freshness and Energy Consumption in Internet of Things

ZHU Peng, WANG Hai, QING Zhen, JING Lulu, WANG Leping

2024, 60(21):  254-263.  DOI: 10.3778/j.issn.1002-8331.2401-0383

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Random Feature Graph Neural Network for Intrusion Detection in Internet of Things

LUO Guoyu, WANG Xueshun, DAI Jinyou

2024, 60(21):  264-273.  DOI: 10.3778/j.issn.1002-8331.2312-0266

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Fined-Grained Task Scheduling Strategy for Cloud-Edge-Terminal Cooperative Networks

GUO Hui, SHI Ruichang, GAO Liming, WANG Zhiqian, WEI Quanrui

2024, 60(21):  274-285.  DOI: 10.3778/j.issn.1002-8331.2405-0011

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Engineering and Applications

Research on Performance Measurement and Analysis Tools for Parallel Programs Based on Sampling

HU Jiarui, SHI Jingyan, GUO Chaoqi

2024, 60(21):  286-296.  DOI: 10.3778/j.issn.1002-8331.2307-0016

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Research on Multi-Objective Distributionally Robust Optimization of Intra-City Metro Logistics Network

GUO Shihao, HU Qingmi

2024, 60(21):  297-307.  DOI: 10.3778/j.issn.1002-8331.2401-0396

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Short-Term Traffic Flow Prediction Based on Spatial-Temporal Graph Convolutional Network with ARMA Filter

XIAO Peicheng, CAO Yang, SHEN Qinqin, SHI Quan

2024, 60(21):  308-314.  DOI: 10.3778/j.issn.1002-8331.2310-0041

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Improved Cherry Detection Method at Night Based on YOLOv7: YOLOv7-Cherry

GAI Rongli, KONG Xiangzhou, QIN Shan, WEI Kai

2024, 60(21):  315-323.  DOI: 10.3778/j.issn.1002-8331.2306-0344

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Resource Allocation Optimization Method with Multi-Resource Operations

WENG Wuyan, CHU Chengbin, WU Peng

2024, 60(21):  324-330.  DOI: 10.3778/j.issn.1002-8331.2307-0109

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Research on Logistics Provider Selection Considering Information Complementation Under Social Networks

GAO Jianwei, ZHANG Zixuan, WANG Yaping, HUANG Ningbo, ZHAO Shutong

2024, 60(21):  331-338.  DOI: 10.3778/j.issn.1002-8331.2307-0345

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