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CEA
 
2021 Vol.  57 No.  22
Published: 15 November 2021
Research Hotspots and Reviews
Theory, Research and Development
Network, Communication and Security
Pattern Recognition and Artificial Intelligence
Graphics and Image Processing
Engineering and Applications
Contents
Contents
0
2021 Vol. 57 (22): 0-0 [Abstract] ( 115 ) [HTML 1KB] [PDF 647KB] ( 114 )
Research Hotspots and Reviews
1 JIANG Yangyang, JIN Bo, ZHANG Baochang
Research Progress of Natural Language Processing Based on Deep Learning
2021 Vol. 57 (22): 1-14 [Abstract] ( 306 ) [HTML 1KB] [PDF 0KB] ( 20 )
15 LIU Rui, DING Hui, SHANG Yuanyuan, SHAO Zhuhong, LIU Tie
COVID-19 Medical Imaging Dataset and Research Progress
2021 Vol. 57 (22): 15-27 [Abstract] ( 89 ) [HTML 1KB] [PDF 1013KB] ( 106 )
28 ZHANG De, LIN Qingyu, GUO Maozu
Review of Single Image Super-Resolution Based on Deep Learning
2021 Vol. 57 (22): 28-41 [Abstract] ( 78 ) [HTML 1KB] [PDF 0KB] ( 16 )
42 WANG Le, HAN Meng, LI Xiaojuan, ZHANG Ni, CHENG Haodong
Review of Classification Methods for Unbalanced Data Sets
2021 Vol. 57 (22): 42-52 [Abstract] ( 59 ) [HTML 1KB] [PDF 0KB] ( 14 )
53 LI Duo, DONG Chaoqun, SI Pinchao, HE Man, LIU Qianchao
Survey of Research on Neural Network Verification and Testing Technology
2021 Vol. 57 (22): 53-67 [Abstract] ( 37 ) [HTML 1KB] [PDF 811KB] ( 78 )
68 XIE Yinggang, WANG Quan
Summary of Dynamic Gesture Recognition Based on Vision
2021 Vol. 57 (22): 68-77 [Abstract] ( 75 ) [HTML 1KB] [PDF 598KB] ( 97 )
Theory, Research and Development
78 MEI Jie, WEI Yuanyuan, XU Taosheng
Fusion Clustering Algorithm Based on Multi-Prototypes Using Density Peaks
2021 Vol. 57 (22): 78-85 [Abstract] ( 60 ) [HTML 1KB] [PDF 3075KB] ( 64 )
86 GU Shanghang, ZHANG Lijun, GUO Yuechao, XU Yong
Neural Network Optimization Method Based on Invalid Filters Weight Regression
2021 Vol. 57 (22): 86-91 [Abstract] ( 30 ) [HTML 1KB] [PDF 690KB] ( 56 )
92 LI Shouyu, HE Qing, DU Nisuo
Piecewise Weight and Mutation Opposition-Based Learning Butterfly Optimization Algorithm
2021 Vol. 57 (22): 92-101 [Abstract] ( 27 ) [HTML 1KB] [PDF 810KB] ( 57 )
102 WEN Zeyu, XIE Jun, XIE Gang, XU Xinying
Multi-objective Sparrow Search Algorithm Based on New Crowding Distance
2021 Vol. 57 (22): 102-109 [Abstract] ( 24 ) [HTML 1KB] [PDF 864KB] ( 43 )
110 LI Dahai, AI Zhigang, WANG Zhendong
Improved Yin-Yang-Pair Multi-objective Optimization Algorithm Based on Full-Combination Strategy
2021 Vol. 57 (22): 110-124 [Abstract] ( 29 ) [HTML 1KB] [PDF 1950KB] ( 40 )
Network, Communication and Security
125 GAO Jian, SUN Yi, WANG Runzheng, YUAN Deyu
Research on Mining Detection Model of Browser Based on Machine Learning
2021 Vol. 57 (22): 125-130 [Abstract] ( 39 ) [HTML 1KB] [PDF 1042KB] ( 65 )
131 CHEN Xiaohan, WEI Shuning, QIN Zhengze
Malware Family Classification Based on Deep Learning Visualization
2021 Vol. 57 (22): 131-138 [Abstract] ( 29 ) [HTML 1KB] [PDF 1028KB] ( 58 )
139 WEI Lifei, LI Mengsi, ZHANG Lei, CHEN Congcong, CHEN Yujiao, WANG Qin
Privacy-Preserving Linear Regression Algorithm Based on Secure Two-Party Computation
2021 Vol. 57 (22): 139-146 [Abstract] ( 28 ) [HTML 1KB] [PDF 832KB] ( 39 )
Pattern Recognition and Artificial Intelligence
147 YUAN Xun, LIU Rong, LIU Ming
Aspect-Level Sentiment Analysis Model Incorporating Multi-layer Attention
2021 Vol. 57 (22): 147-152 [Abstract] ( 69 ) [HTML 1KB] [PDF 699KB] ( 80 )
153 CHEN Hai, QIAN Fulan, CHEN Jie, ZHAO Shu, ZHANG Yanping
Rating Prediction Model Based on Variational Auto-Encoder
2021 Vol. 57 (22): 153-159 [Abstract] ( 19 ) [HTML 1KB] [PDF 529KB] ( 50 )
160 ZHAO Lihua, WANG Chunli, CHU Yufeng
Attention-Based Double BiReGU Model for Aspect Term Extraction
2021 Vol. 57 (22): 160-165 [Abstract] ( 24 ) [HTML 1KB] [PDF 627KB] ( 34 )
166 CHEN Yao, CHEN Si
Improved Bat Algorithm Based on Self-adaptive Doppler and Dynamic Neighborhood Strategy
2021 Vol. 57 (22): 166-176 [Abstract] ( 16 ) [HTML 1KB] [PDF 1016KB] ( 27 )
177 CHEN Liu, CHEN Mingju, XUE Zhishuang, LUO Shisheng
Lightweight and High-Precision Convolutional Neural Network for Helmet Recognition Method
2021 Vol. 57 (22): 177-181 [Abstract] ( 35 ) [HTML 1KB] [PDF 1242KB] ( 45 )
182 DU Shouxin, WU Tao
Study on Application of Double Population Hybrid Genetic Algorithm in Cut Order Planning
2021 Vol. 57 (22): 182-189 [Abstract] ( 11 ) [HTML 1KB] [PDF 636KB] ( 36 )
190 CHEN Fujian, XIE Weixin, XIA Ting
Adaptive Anti-occlusion Target Tracking Algorithm Based on LCT+
2021 Vol. 57 (22): 190-198 [Abstract] ( 12 ) [HTML 1KB] [PDF 3150KB] ( 29 )
199 LIN Weixing, WANG Yujia, CHEN Wanfen, LIANG Haina
High-Dimensional Data Feature Selection Algorithm Based on Multifactor Particle Swarm Optimization
2021 Vol. 57 (22): 199-207 [Abstract] ( 28 ) [HTML 1KB] [PDF 963KB] ( 35 )
Graphics and Image Processing
208 ZHANG Shihao, YANG Xiujun, WU Linhuang, CHEN Pingping
Lightweight Multi-scale Attention Fusion Algorithm for License Plate Detection
2021 Vol. 57 (22): 208-214 [Abstract] ( 51 ) [HTML 1KB] [PDF 1467KB] ( 62 )
215 CHANG Hui, RAO Zhiqiang, ZHAO Yulin, LI Yichen
Research on Tunnel Crack Segmentation Algorithm Based on Improved U-Net Network
2021 Vol. 57 (22): 215-222 [Abstract] ( 47 ) [HTML 1KB] [PDF 1028KB] ( 57 )
223 XIE Xiong, YANG Jinpeng
YOLO-wLU：Object Detection Algorithm Considering Localization Uncertainty
2021 Vol. 57 (22): 223-231 [Abstract] ( 21 ) [HTML 1KB] [PDF 1027KB] ( 39 )
232 QI Xiaoxiang, LI Min, ZHU Ying, SONG Yu, DU Weidong
Adaptive Region Segmentation of SAR Image Based on Edge Detection
2021 Vol. 57 (22): 232-240 [Abstract] ( 27 ) [HTML 1KB] [PDF 1073KB] ( 49 )
241 WANG Haiyong, LI Haiyang, GAO Xuejiao
Research on Image Restoration Method Based on Structure Embedding
2021 Vol. 57 (22): 241-246 [Abstract] ( 20 ) [HTML 1KB] [PDF 1490KB] ( 90 )
247 XIE Junzhang, PENG Hui, TANG Jianfeng, HOU Yichen, ZENG Qingxi
Improved YOLOv4 for Dense Remote Sensing Target Detection
2021 Vol. 57 (22): 247-256 [Abstract] ( 47 ) [HTML 1KB] [PDF 1704KB] ( 47 )
Engineering and Applications
257 HUANG Zeying, LI Haiyan, LIN Jingliang
Surrogate Model Construction Method of Extreme Learning Machine Based on Transfer Learning and Application
2021 Vol. 57 (22): 257-262 [Abstract] ( 24 ) [HTML 1KB] [PDF 898KB] ( 35 )
263 LI Jiabin, HE Shiwei, DIAO Dandan, JIN Guowei, GUO Xiaole
Model and Algorithm of Distribution Inventory Routing Problem in Logistics Packaging Leasing System
2021 Vol. 57 (22): 263-272 [Abstract] ( 19 ) [HTML 1KB] [PDF 748KB] ( 33 )
273 SU Fei, WANG Hong, ZU Linlu, WANG Jiang, LIU Chen
Closed-Loop Modulation of Parkinson’s State Based on Fuzzy Control
2021 Vol. 57 (22): 273-280 [Abstract] ( 9 ) [HTML 1KB] [PDF 1840KB] ( 43 )
281 WANG Qingrong, MA Chenkun
Forecast of Emergency Supplies for Case Consumption Reasoning
2021 Vol. 57 (22): 281-287 [Abstract] ( 17 ) [HTML 1KB] [PDF 944KB] ( 52 )
288 YI Lingzhi, WANG Shitong, YI Fang, DENG Dong, YI Zhimin, JIANG Peng
Wind Farm Ultra-Short-Term Wind Speed Prediction Based on EEMDSE-ILSTM
2021 Vol. 57 (22): 288-294 [Abstract] ( 22 ) [HTML 1KB] [PDF 965KB] ( 52 )
295 ZHAO Wei, WU Ziying
Dynamic Path Planning Based on Bilevel Optimization A* Algorithm and Dynamic Window Method
2021 Vol. 57 (22): 295-303 [Abstract] ( 24 ) [HTML 1KB] [PDF 1913KB] ( 43 )
304 WU Shuzhao, LI Gongquan, BU Mingwei
Construction of Question Answering System for Suicide Tendency Detection Based on Knowledge Graph
2021 Vol. 57 (22): 304-312 [Abstract] ( 43 ) [HTML 1KB] [PDF 1755KB] ( 78 )
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