01 September 2022, Volume 16 Issue 9
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Surveys and Frontiers
Review of Research on Imbalance Problem in Deep Learning Applied to Object Detection
REN Ning, FU Yan, WU Yanxia, LIANG Pengju, HAN Xi
2022, 16(9):  1933-1953.  DOI: 10.3778/j.issn.1673-9418.2203070
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Review on Named Entity Recognition
LI Dongmei, LUO Sisi, ZHANG Xiaoping, XU Fu
2022, 16(9):  1954-1968.  DOI: 10.3778/j.issn.1673-9418.2112109
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Progress on Machine Learning for Regional Financial Risk Prevention
ZHANG Lihua, ZHANG Shunshun
2022, 16(9):  1969-1989.  DOI: 10.3778/j.issn.1673-9418.2203127
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Review of Image Super-resolution Reconstruction Algorithms Based on Deep Learning
YANG Caidong, LI Chengyang, LI Zhongbo, XIE Yongqiang, SUN Fangwei, QI Jin
2022, 16(9):  1990-2010.  DOI: 10.3778/j.issn.1673-9418.2202063
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Overview of Deep Learning-Based Code Representation and Its Applications
ZHANG Xiangping, LIU Jianxun
2022, 16(9):  2011-2029.  DOI: 10.3778/j.issn.1673-9418.2110073
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Database Technology
SQL-Detector: SQL Plagiarism Detection Technique Based on Coding Features
XU Jia, MO Xiaokun, YU Ge, LYU Pin, WEI Tingting
2022, 16(9):  2030-2040.  DOI: 10.3778/j.issn.1673-9418.2103011
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Optimized Number of Reverse Neighbor Clustering Algorithm by Voronoi Diagram in Obstacle Space
HE Yunbin, LIU Wanxu, WAN Jing
2022, 16(9):  2041-2049.  DOI: 10.3778/j.issn.1673-9418.2102013
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Artificial Intelligence
Attention-Based Multi-dimensional Feature Graph Convolutional Network for Motor Imagery Classification
LI Zhenqi, WANG Jing, JIA Ziyu, LIN Youfang
2022, 16(9):  2050-2060.  DOI: 10.3778/j.issn.1673-9418.2103079
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Video Action Recognition Based on Spatio-Temporal Feature Pyramid Module
GONG Suming, CHEN Ying
2022, 16(9):  2061-2067.  DOI: 10.3778/j.issn.1673-9418.2012119
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Expert Recommendation Algorithm Combining Attention and Recurrent Neural Network
LYU Xiaoqi, JI Ke, CHEN Zhenxiang, SUN Runyuan, MA Kun, WU Jun, LI Yidong
2022, 16(9):  2068-2077.  DOI: 10.3778/j.issn.1673-9418.2102067
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Semi-supervised Self-Training Algorithm for Density Peak Membership Optimization
LIU Xuewen, WANG Jikui, YANG Zhengguo, LI Bing, NIE Feiping
2022, 16(9):  2078-2088.  DOI: 10.3778/j.issn.1673-9418.2102018
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Improved Incremental Dynamic and Static Combined Collaborative Filtering Method
WU Mei, DING Yitong, ZHAO Jianli
2022, 16(9):  2089-2095.  DOI: 10.3778/j.issn.1673-9418.2012071
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Competition Strategy of Online Retailers Considering Service Sensitivity and Cognitive Differences
ZHOU Xiaoxiang, HUANG Chengfeng, LI Hao
2022, 16(9):  2096-2107.  DOI: 10.3778/j.issn.1673-9418.2103110
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Graphics and Image
COVID-19 Detection Algorithm Combining Grad-CAM and Convolutional Neural Network
ZHU Bingyu, LIU Zhen, ZHANG Jingxiang
2022, 16(9):  2108-2120.  DOI: 10.3778/j.issn.1673-9418.2105117
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Co-segmentation of 3D Point Cloud Shape Clusters Based on Weakly Supervised Learning
YANG Jun, LEI Xiwen
2022, 16(9):  2121-2131.  DOI: 10.3778/j.issn.1673-9418.2012036
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Image Semantic Segmentation Method with Fusion of Transposed Convolution and Deep Residual
LIU Lamei, WANG Xiaona, LIU Wanjun, QU Haicheng
2022, 16(9):  2132-2142.  DOI: 10.3778/j.issn.1673-9418.2012063
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Small Object Detection Algorithm Based on Weighted Network
CHEN Haoran, PENG Li, LI Wentao, DAI Feifei
2022, 16(9):  2143-2150.  DOI: 10.3778/j.issn.1673-9418.2101040
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Theory and Algorithm
Particle Swarm Optimization Combined with Q-learning of Experience Sharing Strategy
LUO Yixuan, LIU Jianhua, HU Renyuan, ZHANG Dongyang, BU Guannan
2022, 16(9):  2151-2162.  DOI: 10.3778/j.issn.1673-9418.2102070
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Weighted K-nearest Neighbors and Multi-cluster Merge Density Peaks Clustering Algorithm
CHEN Lei, WU Runxiu, LI Peiwu, ZHAO Jia
2022, 16(9):  2163-2176.  DOI: 10.3778/j.issn.1673-9418.2102021
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