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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
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8
) [
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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
) [
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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
) [
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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
) [
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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
) [
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1KB] [
PDF
1335KB] (
12
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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
) [
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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
) [
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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
) [
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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
) [
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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
) [
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1KB] [
PDF
1022KB] (
20
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1185
WU Wei, JING Xiaoyuan, DU Wencai
The Kernel Dynamics of Convolutional Neural Networks in Manifolds
2020 Vol. 29 (6): 1185-1192 [
Abstract
] (
1
) [
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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
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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
) [
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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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