column
New Progress in Research and Application of Machine Learning
SUN Guanglu
2020, 29(6): 991-991. DOI: 10.1049/cje.2020.10.009
Abstract PDF
Deep Learning and Its Application in Diabetic Retinopathy Screening
ZOU Beiji, SHAN Xi, ZHU Chengzhang, DAI Yulan, YUE Kejuan, CHEN Yuanqiong, XIAO Yalong, HUANG Jiaer
2020, 29(6): 992-1000. DOI: 10.1049/cje.2020.09.001
Abstract PDF
Research and Application of Machine Learning in Automatic Program Generation
ZHANG Xiaojiang, JIANG Ying
2020, 29(6): 1001-1015. DOI: 10.1049/cje.2020.10.006
Abstract PDF
CSELM-QE: A Composite Semi-supervised Extreme Learning Machine with Unlabeled RSS Quality Estimation for Radio Map Construction
ZHAO Jianli, WANG Wei, SUN Qiuxia, HUO Huan, SUN Guoqiang, GAO Xiang, ZHU Chendi
2020, 29(6): 1016-1024. DOI: 10.1049/cje.2020.09.002
Abstract PDF
Multi-level Deep Correlative Networks for Multi-modal Sentiment Analysis
CAI Guoyong, LYU Guangrui, LIN Yuming, WEN Yimin
2020, 29(6): 1025-1038. DOI: 10.1049/cje.2020.09.003
Abstract PDF
Recurrent Neural Networks for Computing the Moore-Penrose Inverse with Momentum Learning
ZHANG Naimin, ZHANG Ting
2020, 29(6): 1039-1045. DOI: 10.1049/cje.2020.02.005
Abstract PDF
Performance Analysis and Prediction of Double-Server Polling System Based on BP Neural Network
YANG Zhijun, MAO Lei, GAN Jianhou, DING Hongwei
2020, 29(6): 1046-1053. DOI: 10.1049/cje.2020.09.005
Abstract PDF
Malware Detection Algorithm Based on the Attention Mechanism and ResNet
WANG Lele, WANG Binqiang, ZHAO Peipei, LIU Ruyi, LIU Jiangang, MIAO Qiguang
2020, 29(6): 1054-1060. DOI: 10.1049/cje.2020.09.006
Abstract PDF
A Fast Evolutionary Learning to Optimize CNN
CHEN Jinyin, LIN Xiang, GAO Shangtengda, XIONG Hui, ZHANG Longyuan, LIU Yi, XUAN Qi
2020, 29(6): 1061-1073. DOI: 10.1049/cje.2020.09.007
Abstract PDF
Image Inpainting Based on Improved Deep Convolutional Auto-encoder Network
QIANG Zhenping, HE Libo, DAI Fei, ZHANG Qinghui, LI Junqiu
2020, 29(6): 1074-1084. DOI: 10.1049/cje.2020.09.008
Abstract PDF
Quaternion Kernel Fisher Discriminant Analysis for Feature-Level Multimodal Biometric Recognition
WANG Zhifang, ZHEN Jiaqi, ZHU Fuzhen, HAN Qi
2020, 29(6): 1085-1092. DOI: 10.1049/cje.2020.09.009
Abstract PDF
RMHSForest: Relative Mass and Half-Space Tree Based Forest for Anomaly Detection
LYU Yanxia, LI Wenjie, WANG Yue, SUN Siqi, WANG Cuirong
2020, 29(6): 1093-1101. DOI: 10.1049/cje.2020.09.010
Abstract PDF
DSCA-Net: Indoor Head Detection Network Using Dual-Stream Information and Channel Attention
QIN Pinle, SHEN Wenxiang, ZENG Jianchao
2020, 29(6): 1102-1109. DOI: 10.1049/cje.2020.09.011
Abstract PDF
Student Performance Prediction Based on Behavior Process Similarity
BAO Yunxia, LU Faming, WANG Yanxiao, ZENG Qingtian, LIU Cong
2020, 29(6): 1110-1118. DOI: 10.1049/cje.2020.02.012
Abstract PDF
Learning Domain-Invariant and Discriminative Features for Homogeneous Unsupervised Domain Adaptation
ZHANG Yun, WANG Nianbin, CAI Shaobin
2020, 29(6): 1119-1125. DOI: 10.1049/cje.2020.09.013
Abstract PDF
CNQ: Compressor-Based Non-uniform Quantization of Deep Neural Networks
YUAN Yong, CHEN Chen, HU Xiyuan, PENG Silong
2020, 29(6): 1126-1133. DOI: 10.1049/cje.2020.09.014
Abstract PDF
Advancing Graph Convolution Network with Revised Laplacian Matrix
WANG Jiahui, GUO Yi, WANG Zhihong, TANG Qifeng, WEN Xinxiu
2020, 29(6): 1134-1140. DOI: 10.1049/cje.2020.09.015
Abstract PDF
HSNR: A Network Representation Learning Algorithm Using Hierarchical Structure Embedding
YE Zhonglin, ZHAO Haixing, ZHU Yu, XIAO Yuzhi
2020, 29(6): 1141-1152. DOI: 10.1049/cje.2020.10.001
Abstract PDF
Feature Fusion Based Hand Gesture Recognition Method for Automotive Interfaces
XU Qianyi, QIN Guihe, SUN Minghui, YAN Jie, JIANG Huiming, ZHANG Zhonghan
2020, 29(6): 1153-1164. DOI: 10.1049/cje.2020.06.008
Abstract PDF
Detection of Malicious PDF Files Using a Two-Stage Machine Learning Algorithm
HE Kang, ZHU Yuefei, HE Yubo, LIU Long, LU Bin, LIN Wei
2020, 29(6): 1165-1177. DOI: 10.1049/cje.2020.10.002
Abstract PDF
Quantum Contextuality for Training Neural Networks
ZHANG Junwei, LI Zhao
2020, 29(6): 1178-1184. DOI: 10.1049/cje.2020.10.003
Abstract PDF
The Kernel Dynamics of Convolutional Neural Networks in Manifolds
WU Wei, JING Xiaoyuan, DU Wencai
2020, 29(6): 1185-1192. DOI: 10.1049/cje.2020.10.004
Abstract PDF
Classification and Early Warning Model of Terrorist Attacks Based on Optimal GCN
FENG Yong, GAI Ming, WANG Fuhai, WANG Rongbing, XU Xiaowei
2020, 29(6): 1193-1200. DOI: 10.1049/cje.2020.10.005
Abstract PDF
A Novel Goodness of Fit Test Spectrum Sensing Using Extreme Eigenvalues
LI He, ZHAO Wenjing, LIU Chang, JIN Minglu, YOO Sang-Jo
2020, 29(6): 1201-1206. DOI: 10.1049/cje.2020.10.007
Abstract PDF
SLA-Aware and Energy-Efficient VM Consolidation in Cloud Data Centers Using Host State 3rd-Order Markov Chain Model
LI Lianpeng, DONG Jian, ZUO Decheng, JI Songyan
2020, 29(6): 1207-1217. DOI: 10.1049/cje.2020.10.008
Abstract PDF

Links

E-mail Alert RSS

Chinese Journal of Electronics

(Bimonthly)

ISSN    1022-4653CN  10-1284/TN

eISSN  2075-5597CODEN CHJEEW