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Chinese Journal of Electronics
 
2020 Vol.  29 No.  6
Published: 10 November 2020

REVIEW
PREFACE
ARTICLES
PREFACE
991 SUN Guanglu
New Progress in Research and Application of Machine Learning
2020 Vol. 29 (6): 991-991 [Abstract] ( 8 ) [HTML 1KB] [PDF 36KB] ( 24 )
REVIEW
992 ZOU Beiji, SHAN Xi, ZHU Chengzhang, DAI Yulan, YUE Kejuan, CHEN Yuanqiong, XIAO Yalong, HUANG Jiaer
Deep Learning and Its Application in Diabetic Retinopathy Screening
2020 Vol. 29 (6): 992-1000 [Abstract] ( 4 ) [HTML 1KB] [PDF 5277KB] ( 37 )
1001 ZHANG Xiaojiang, JIANG Ying
Research and Application of Machine Learning in Automatic Program Generation
2020 Vol. 29 (6): 1001-1015 [Abstract] ( 3 ) [HTML 1KB] [PDF 381KB] ( 13 )
ARTICLES
1016 ZHAO Jianli, WANG Wei, SUN Qiuxia, HUO Huan, SUN Guoqiang, GAO Xiang, ZHU Chendi
CSELM-QE: A Composite Semi-supervised Extreme Learning Machine with Unlabeled RSS Quality Estimation for Radio Map Construction
2020 Vol. 29 (6): 1016-1024 [Abstract] ( 1 ) [HTML 1KB] [PDF 1266KB] ( 12 )
1025 CAI Guoyong, LYU Guangrui, LIN Yuming, WEN Yimin
Multi-level Deep Correlative Networks for Multi-modal Sentiment Analysis
2020 Vol. 29 (6): 1025-1038 [Abstract] ( 2 ) [HTML 1KB] [PDF 1335KB] ( 12 )
1039 ZHANG Naimin, ZHANG Ting
Recurrent Neural Networks for Computing the Moore-Penrose Inverse with Momentum Learning
2020 Vol. 29 (6): 1039-1045 [Abstract] ( 2 ) [HTML 1KB] [PDF 2059KB] ( 19 )
1046 YANG Zhijun, MAO Lei, GAN Jianhou, DING Hongwei
Performance Analysis and Prediction of Double-Server Polling System Based on BP Neural Network
2020 Vol. 29 (6): 1046-1053 [Abstract] ( 3 ) [HTML 1KB] [PDF 1439KB] ( 12 )
1054 WANG Lele, WANG Binqiang, ZHAO Peipei, LIU Ruyi, LIU Jiangang, MIAO Qiguang
Malware Detection Algorithm Based on the Attention Mechanism and ResNet
2020 Vol. 29 (6): 1054-1060 [Abstract] ( 2 ) [HTML 1KB] [PDF 1097KB] ( 8 )
1061 CHEN Jinyin, LIN Xiang, GAO Shangtengda, XIONG Hui, ZHANG Longyuan, LIU Yi, XUAN Qi
A Fast Evolutionary Learning to Optimize CNN
2020 Vol. 29 (6): 1061-1073 [Abstract] ( 1 ) [HTML 1KB] [PDF 772KB] ( 9 )
1074 QIANG Zhenping, HE Libo, DAI Fei, ZHANG Qinghui, LI Junqiu
Image Inpainting Based on Improved Deep Convolutional Auto-encoder Network
2020 Vol. 29 (6): 1074-1084 [Abstract] ( 2 ) [HTML 1KB] [PDF 2327KB] ( 11 )
1085 WANG Zhifang, ZHEN Jiaqi, ZHU Fuzhen, HAN Qi
Quaternion Kernel Fisher Discriminant Analysis for Feature-Level Multimodal Biometric Recognition
2020 Vol. 29 (6): 1085-1092 [Abstract] ( 1 ) [HTML 1KB] [PDF 1552KB] ( 11 )
1093 LYU Yanxia, LI Wenjie, WANG Yue, SUN Siqi, WANG Cuirong
RMHSForest: Relative Mass and Half-Space Tree Based Forest for Anomaly Detection
2020 Vol. 29 (6): 1093-1101 [Abstract] ( 3 ) [HTML 1KB] [PDF 461KB] ( 6 )
1102 QIN Pinle, SHEN Wenxiang, ZENG Jianchao
DSCA-Net: Indoor Head Detection Network Using Dual-Stream Information and Channel Attention
2020 Vol. 29 (6): 1102-1109 [Abstract] ( 1 ) [HTML 1KB] [PDF 5530KB] ( 10 )
1110 BAO Yunxia, LU Faming, WANG Yanxiao, ZENG Qingtian, LIU Cong
Student Performance Prediction Based on Behavior Process Similarity
2020 Vol. 29 (6): 1110-1118 [Abstract] ( 2 ) [HTML 1KB] [PDF 730KB] ( 11 )
1119 ZHANG Yun, WANG Nianbin, CAI Shaobin
Learning Domain-Invariant and Discriminative Features for Homogeneous Unsupervised Domain Adaptation
2020 Vol. 29 (6): 1119-1125 [Abstract] ( 3 ) [HTML 1KB] [PDF 639KB] ( 25 )
1126 YUAN Yong, CHEN Chen, HU Xiyuan, PENG Silong
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural Networks
2020 Vol. 29 (6): 1126-1133 [Abstract] ( 2 ) [HTML 1KB] [PDF 889KB] ( 15 )
1134 WANG Jiahui, GUO Yi, WANG Zhihong, TANG Qifeng, WEN Xinxiu
Advancing Graph Convolution Network with Revised Laplacian Matrix
2020 Vol. 29 (6): 1134-1140 [Abstract] ( 3 ) [HTML 1KB] [PDF 7312KB] ( 8 )
1141 YE Zhonglin, ZHAO Haixing, ZHU Yu, XIAO Yuzhi
HSNR: A Network Representation Learning Algorithm Using Hierarchical Structure Embedding
2020 Vol. 29 (6): 1141-1152 [Abstract] ( 2 ) [HTML 1KB] [PDF 350KB] ( 16 )
1153 XU Qianyi, QIN Guihe, SUN Minghui, YAN Jie, JIANG Huiming, ZHANG Zhonghan
Feature Fusion Based Hand Gesture Recognition Method for Automotive Interfaces
2020 Vol. 29 (6): 1153-1164 [Abstract] ( 1 ) [HTML 1KB] [PDF 2029KB] ( 10 )
1165 HE Kang, ZHU Yuefei, HE Yubo, LIU Long, LU Bin, LIN Wei
Detection of Malicious PDF Files Using a Two-Stage Machine Learning Algorithm
2020 Vol. 29 (6): 1165-1177 [Abstract] ( 3 ) [HTML 1KB] [PDF 787KB] ( 27 )
1178 ZHANG Junwei, LI Zhao
Quantum Contextuality for Training Neural Networks
2020 Vol. 29 (6): 1178-1184 [Abstract] ( 1 ) [HTML 1KB] [PDF 1022KB] ( 20 )
1185 WU Wei, JING Xiaoyuan, DU Wencai
The Kernel Dynamics of Convolutional Neural Networks in Manifolds
2020 Vol. 29 (6): 1185-1192 [Abstract] ( 1 ) [HTML 1KB] [PDF 1046KB] ( 12 )
1193 FENG Yong, GAI Ming, WANG Fuhai, WANG Rongbing, XU Xiaowei
Classification and Early Warning Model of Terrorist Attacks Based on Optimal GCN
2020 Vol. 29 (6): 1193-1200 [Abstract] ( 9 ) [HTML 1KB] [PDF 1094KB] ( 25 )
1201 LI He, ZHAO Wenjing, LIU Chang, JIN Minglu, YOO Sang-Jo
A Novel Goodness of Fit Test Spectrum Sensing Using Extreme Eigenvalues
2020 Vol. 29 (6): 1201-1206 [Abstract] ( 0 ) [HTML 1KB] [PDF 1012KB] ( 10 )
1207 LI Lianpeng, DONG Jian, ZUO Decheng, JI Songyan
SLA-Aware and Energy-Efficient VM Consolidation in Cloud Data Centers Using Host State 3rd-Order Markov Chain Model
2020 Vol. 29 (6): 1207-1217 [Abstract] ( 2 ) [HTML 1KB] [PDF 2209KB] ( 18 )
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