01 October 2022, Volume 58 Issue 19
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Research Hotspots and Reviews
Survey of Attribute Graph Anomaly Detection Based on Deep Learning
ZHANG Yiyang, QIAN Yurong, TAO Wenbin, LENG Hongyong, LI Zichen, MA Mengnan
2022, 58(19):  1-13.  DOI: 10.3778/j.issn.1002-8331.2204-0315
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Survey About Generative Adversarial Network Based Text-to-Image Synthesis
WANG Wei, LI Yujie, GUO Fulin, LIU Yan, HE Junlin
2022, 58(19):  14-36.  DOI: 10.3778/j.issn.1002-8331.2205-0119
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Summary of Research and Application of Knowledge Graphs in Risk Management Field of Commercial Banks
YUAN Jun, LIU Guozhu, LIANG Hongtao, LUO Qingcai
2022, 58(19):  37-52.  DOI: 10.3778/j.issn.1002-8331.2204-0243
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Review of Applications of CNN and Transformer in Fine-Grained Image Recognition
MA Yao, ZHI Min, YIN Yanjun, PING Ping
2022, 58(19):  53-63.  DOI: 10.3778/j.issn.1002-8331.2201-0374
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Overview of Infrared and Visible Image Fusion Algorithms for Automotive Driving Assistance System
AN Xiaodong, LI Yali, WANG Fang
2022, 58(19):  64-75.  DOI: 10.3778/j.issn.1002-8331.2203-0600
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Theory, Research and Development
Automatic Repair of C Program Memory Error Guided by Tracking Mechanism
DONG Yukun, WEI Xinxin, SUN Yuxue, TANG Daolong
2022, 58(19):  76-87.  DOI: 10.3778/j.issn.1002-8331.2202-0254
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Multi-Attribute Group Decision Making Algorithm with Probabilistic Dual Hesitant Fuzzy Sets and PROMETHEE Method
ZHU Yuting, ZHANG Wenyu, HOU Junjie, ZHANG Renjie
2022, 58(19):  88-97.  DOI: 10.3778/j.issn.1002-8331.2203-0483
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Big Data and Cloud Computing
Recommendation Algorithm Integrating Collaborative Knowledge Graph and Optimizing Graph Attention Network
TANG Hong, FAN Sen, TANG Fan
2022, 58(19):  98-106.  DOI: 10.3778/j.issn.1002-8331.2201-0183
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Financial Time Series Forecasting Method Based on Multi-Scale Features and Attention Mechanism
ZHAN Xi, PAN Zhisong, LI Wei, ZHANG Yanyan, BAI Wei WANG Cailing
2022, 58(19):  107-115.  DOI: 10.3778/j.issn.1002-8331.2203-0138
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Performance Optimization of Blockchain Sharding System Combined with Deep Reinforcement Learning
WEN Jianwei, YAO Bingbing, WAN Jianxiong, LI Leixiao
2022, 58(19):  116-123.  DOI: 10.3778/j.issn.1002-8331.2203-0142
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Network, Communication and Security
Anonymous Attribute?Based Encryption Scheme with Verifiable Outsourcing Decryption in Blockchain
ZHUANG Chaoyuan, GUO Rui, YANG Geng
2022, 58(19):  124-134.  DOI: 10.3778/j.issn.1002-8331.2107-0487
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User Identity Authentication Model for Cross-Chain System
WANG Sasa, DAI Bingrong, ZHU Menglu, LI Chao
2022, 58(19):  135-141.  DOI: 10.3778/j.issn.1002-8331.2107-0251
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Pattern Recognition and Artificial Intelligence
Attention Mechanism Based Point Cloud Neural Architecture Search Method
TAN Taizhe, HUANG Yongyao, YANG Zhuo, LIU Yang
2022, 58(19):  142-151.  DOI: 10.3778/j.issn.1002-8331.2102-0037
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Rule Acquisition of Property Oriented Concept Lattice Based on Three-Way Decision
HE Xiaoli, LIU Zhanying, QIAN Ting
2022, 58(19):  152-157.  DOI: 10.3778/j.issn.1002-8331.2204-0018
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Text Similarity Analysis Algorithm Combining Attention Mechanism and MatchPyramid
DAI Xiang, SUN Haichun, ZHU Rongchen, SUN Tianyang
2022, 58(19):  158-165.  DOI: 10.3778/j.issn.1002-8331.2102-0221
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Study on Set-Valued Data Balancing Method by Semi-Monolayer Covering Rough Set
WU Zhengjiang, YANG Tian, ZHENG Ailing, MEI Qiuyu, ZHANG Yaning
2022, 58(19):  166-173.  DOI: 10.3778/j.issn.1002-8331.2112-0079
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Multi-Strategy Chimp Optimization Algorithm and Its Application of Engineering Problem
HUANG Qian, LIU Sheng, LI Mengmeng, GUO Yuxin
2022, 58(19):  174-183.  DOI: 10.3778/j.issn.1002-8331.2101-0520
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Cross-Modal Representation Learning Under Multi-Negatives Contrastive Mechanism
DING Kaixuan, CHEN Yanxiang, ZHAO Pengcheng, ZHU Yupeng, SHENG Zhentao
2022, 58(19):  184-192.  DOI: 10.3778/j.issn.1002-8331.2102-0060
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Online Category-Free Point-Wise Multi-Object Tracking and Segmentation
BI Xin, TAN Jingang, ZHANG Guanghui
2022, 58(19):  193-201.  DOI: 10.3778/j.issn.1002-8331.2103-0044
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Aspect Sentiment Analysis Based on Multi-Task Interactive Learning Network
SONG Ting, PAN Lihu, CHEN Zhanwei
2022, 58(19):  202-208.  DOI: 10.3778/j.issn.1002-8331.2203-0485
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Multimodal Fusion Rumor Detection Method Based on Attention Mechanism
QI Lixin, WAN Shuzhen, TANG Bin, XU Yichun
2022, 58(19):  209-217.  DOI: 10.3778/j.issn.1002-8331.2102-0229
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Application of Partial Least Squares Regression Model in EEG Feature Selection
LIU Yanjun , WANG Li
2022, 58(19):  218-223.  DOI: 10.3778/j.issn.1002-8331.2102-0216
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Graphics and Image Processing
Super-Resolution Reconstruction of Aerial Images Based on Hierarchical Feature Fusion Network
YANG Xianing, WANG Banghai, LI Zuolong
2022, 58(19):  224-232.  DOI: 10.3778/j.issn.1002-8331.2101-0370
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Parallel Multi-Scale Feature Fusion Algorithm for Thermal Tomography Image Segmentation
HU Changkang, LI Kaiyang
2022, 58(19):  233-241.  DOI: 10.3778/j.issn.1002-8331.2103-0079
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Memory-Based Transfer Learning for Few-Shot Learning
LIU Bing, YANG Juan, WANG Ronggui, XUE Lixia
2022, 58(19):  242-249.  DOI: 10.3778/j.issn.1002-8331.2102-0259
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Robust Face Detection Using YOLOv3 Fusion Super Resolution Reconstruction
ZHAO Junyan, JIANG Ailian, QIANG Yan
2022, 58(19):  250-256.  DOI: 10.3778/j.issn.1002-8331.2103-0052
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Super-Resolution Reconstruction of Single-Frame Images in Cross-Scale Multi-Branching Networks
LIU Nanyan, MA Shengxiang, Wei Hongfei
2022, 58(19):  257-266.  DOI: 10.3778/j.issn.1002-8331.2203-0307
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Research on Feature Extraction of 3D Point Cloud Based on MANet
WANG Baole, HUO Zhanqiang
2022, 58(19):  267-275.  DOI: 10.3778/j.issn.1002-8331.2103-0037
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Local Relation Convolution Network for 3D Point Cloud Classification and Segmentation
GAO Jinjin, LI Luyang
2022, 58(19):  276-283.  DOI: 10.3778/j.issn.1002-8331.2104-0209
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Engineering and Applications
Unmanned Ground Vehicles Tracking Control Method Based on Parameters Self-Learning in Off-Road Environment
WU Yonggang, LIANG Huawei, YU Biao, SUN Chao
2022, 58(19):  284-290.  DOI: 10.3778/j.issn.1002-8331.2103-0028
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Research on Multi-Objective Optimization of Sustainable Closed-Loop Supply Chain Network
LIU Xiulei, YANG Yuxiang
2022, 58(19):  291-301.  DOI: 10.3778/j.issn.1002-8331.2203-0078
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Design of Reinforcement Learning Reward Function for Trajectory Planning of Robot Manipulator
JIN Dongyin, LI Yue, SHAO Zhenzhou, SHI Zhiping, GUAN Yong
2022, 58(19):  302-308.  DOI: 10.3778/j.issn.1002-8331.2102-0307
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Research on Decision of Closed-Loop Supply Chain with Different Power Structures under Risk Aversion
SHANG Chunyan, GUAN Zhimin, MI Liyang
2022, 58(19):  309-317.  DOI: 10.3778/j.issn.1002-8331.2101-0291
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New Improved Jaya Algorithm for Solving Flexible Job Shop Scheduling Problem
PEI Xiaobing, QI Wenbo, DAI Yutong
2022, 58(19):  318-325.  DOI: 10.3778/j.issn.1002-8331.2111-0189
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Research on Safety Helmet Wearing Detection Method Based on Scene Augment
XU Chuanyun, YUAN Hanxiang, LI Gang, ZHENG Yu, LIU Huan
2022, 58(19):  326-332.  DOI: 10.3778/j.issn.1002-8331.2103-0030
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