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Journal of Computer Applications
2021, Vol.41 No.1
Published  10 January 2021
China Conference on Data Mining 2020 (CCDM 2020)
Frontier and comprehensive applications
China Conference on Data Mining 2020 (CCDM 2020)
1 YAO Xinghu, TAN Xiaoyang
Reward highway network based global credit assignment algorithm in multi-agent reinforcement learning
2021 Vol. 41 (1): 1-7 [Abstract] ( 29 ) [HTML] [PDF 1410KB] ( 134 )
8 LIN Tengtao, ZHA Siming, CHEN Lei, LONG Xianzhong
Graph trend filtering guided noise tolerant multi-label learning model
2021 Vol. 41 (1): 8-14 [Abstract] ( 24 ) [HTML] [PDF 972KB] ( 54 )
15 LI Erchao, YANG Rongrong
Multi-objective estimation of distribution algorithm with adaptive opposition-based learning
2021 Vol. 41 (1): 15-21 [Abstract] ( 33 ) [HTML] [PDF 4435KB] ( 31 )
22 LI Erchao, LI Kangwei
Decomposition based many-objective evolutionary algorithm based on minimum distance and aggregation strategy
2021 Vol. 41 (1): 22-28 [Abstract] ( 38 ) [HTML] [PDF 953KB] ( 30 )
29 DING Xiangguo, SANG Jitao
Joint extraction of entities and relations based on relation-adaptive decoding
2021 Vol. 41 (1): 29-35 [Abstract] ( 57 ) [HTML] [PDF 1053KB] ( 94 )
36 WANG Lijuan, CHEN Shaomin, YIN Ming, XU Yueying, HAO Zhifeng, CAI Ruichu, WEN Wen
Improved block diagonal subspace clustering algorithm based on neighbor graph
2021 Vol. 41 (1): 36-42 [Abstract] ( 8 ) [HTML] [PDF 1491KB] ( 25 )
43 XU Zhoubo, LI Zhen, LIU Huadong, LI Ping
Subgraph isomorphism matching algorithm based on neighbor information aggregation
2021 Vol. 41 (1): 43-47 [Abstract] ( 7 ) [HTML] [PDF 755KB] ( 22 )
48 WANG Junhong, YAN Jiarong
Classification algorithm based on undersampling and cost-sensitiveness for unbalanced data
2021 Vol. 41 (1): 48-52 [Abstract] ( 25 ) [HTML] [PDF 752KB] ( 68 )
53 LI Xiangkun, JIA Caiyan
Collaborative filtering method fusing overlapping community regularization and implicit feedback
2021 Vol. 41 (1): 53-59 [Abstract] ( 37 ) [HTML] [PDF 956KB] ( 52 )
60 WEN Wen, LIU Fang, CAI Ruichu, HAO Zhifeng
Dynamic recommendation algorithm for group-users' temporal behaviors
2021 Vol. 41 (1): 60-66 [Abstract] ( 26 ) [HTML] [PDF 1014KB] ( 66 )
67 ZHANG Zenghui, JIANG Gaoxia, WANG Wenjian
Label noise filtering method based on local probability sampling
2021 Vol. 41 (1): 67-73 [Abstract] ( 46 ) [HTML] [PDF 1462KB] ( 42 )
74 ZHOU Xiang, ZHAI Junhai, HUANG Yajie, SHEN Ruicai, HOU Yingzhen
Instance selection algorithm for big data based on random forest and voting mechanism
2021 Vol. 41 (1): 74-80 [Abstract] ( 41 ) [HTML] [PDF 906KB] ( 46 )
81 LI Kewen, MA Xiangbo, HOU Wenyan
Enhanced fireworks algorithm with adaptive merging strategy and guidance operator
2021 Vol. 41 (1): 81-86 [Abstract] ( 7 ) [HTML] [PDF 1056KB] ( 20 )
87 CHEN Zhen, ZHONG Yiwen, LIN Juan
Hybrid greedy genetic algorithm for solving 0-1 knapsack problem
2021 Vol. 41 (1): 87-94 [Abstract] ( 70 ) [HTML] [PDF 974KB] ( 98 )
95 DENG Wenhan, ZHANG Ming, WANG Lijin, ZHONG Yiwen
Hybrid population-based incremental learning algorithm for solving closed-loop layout problem
2021 Vol. 41 (1): 95-102 [Abstract] ( 25 ) [HTML] [PDF 992KB] ( 45 )
103 GUO Zhipeng, LIU Jinglei
Optimal coalition structure generation in monotonous overlapping coalition
2021 Vol. 41 (1): 103-111 [Abstract] ( 28 ) [HTML] [PDF 1073KB] ( 14 )
112 LI Congcong, LIU Jinglei
Generating CP-nets with bounded tree width based on Dandelion code
2021 Vol. 41 (1): 112-120 [Abstract] ( 7 ) [HTML] [PDF 1221KB] ( 10 )
121 LI Mingwei, JIANG Qingyuan, XIE Yinpeng, HE Jindong, WU Dan
Hash learning based malicious SQL detection
2021 Vol. 41 (1): 121-126 [Abstract] ( 11 ) [HTML] [PDF 816KB] ( 22 )
127 TAN Jinyuan, DIAO Yufeng, QI Ruihua, LIN Hongfei
Automatic summary generation of Chinese news text based on BERT-PGN model
2021 Vol. 41 (1): 127-132 [Abstract] ( 216 ) [HTML] [PDF 857KB] ( 174 )
133 ZHOU Chaoran, ZHAO Jianping, MA Tai, ZHOU Xin
Web page blacklist discrimination method based on attention mechanism and ensemble learning
2021 Vol. 41 (1): 133-138 [Abstract] ( 48 ) [HTML] [PDF 1076KB] ( 13 )
139 LUO Jun, CHEN Lifei
Sentiment classification of incomplete data based on bidirectional encoder representations from transformers
2021 Vol. 41 (1): 139-144 [Abstract] ( 16 ) [HTML] [PDF 921KB] ( 40 )
145 WU Xiaoping, ZHANG Qiang, ZHAO Fang, JIAO Lin
Entity relation extraction method for guidelines of cardiovascular disease based on bidirectional encoder representation from transformers
2021 Vol. 41 (1): 145-149 [Abstract] ( 89 ) [HTML] [PDF 823KB] ( 211 )
150 LIU Nanbo, XIAO Fen, ZHANG Wenlei, LI Wangxin, WENG Zun
Group scanpath generation based on fixation regions of interest clustering and transferring
2021 Vol. 41 (1): 150-156 [Abstract] ( 12 ) [HTML] [PDF 2048KB] ( 26 )
157 LI Kai, YUE Bingjie
Capsule network based on sharing transformation matrix and its cross-view gait recognition fused with view features
2021 Vol. 41 (1): 157-163 [Abstract] ( 6 ) [HTML] [PDF 1194KB] ( 26 )
164 CHEN Li, WANG Hongyuan, ZHANG Yunpeng, CAO Liang, YIN Yuchang
Video-based person re-identification method by jointing evenly sampling-random erasing and global temporal feature pooling
2021 Vol. 41 (1): 164-169 [Abstract] ( 6 ) [HTML] [PDF 1012KB] ( 12 )
170 CHEN Jinyu, LIU Zhaowei
Internet of vehicles system based on improved proof of vote consensus protocol
2021 Vol. 41 (1): 170-176 [Abstract] ( 22 ) [HTML] [PDF 1142KB] ( 10 )
177 CHEN Kai, YU Yanwei, ZHAO Jindong, SONG Peng
Work location inference method with big data of urban traffic surveillance
2021 Vol. 41 (1): 177-184 [Abstract] ( 38 ) [HTML] [PDF 1377KB] ( 76 )
185 LIU Sijia, TONG Xiangrong
Urban transportation path planning based on reinforcement learning
2021 Vol. 41 (1): 185-190 [Abstract] ( 56 ) [HTML] [PDF 1042KB] ( 74 )
191 LIANG Zhen, FANG Tiyu, LI Jinping
Precise visual navigation method for agricultural robot based on virtual navigation line
2021 Vol. 41 (1): 191-198 [Abstract] ( 37 ) [HTML] [PDF 1980KB] ( 47 )
199 GAO Shile, WANG Ying, LI Hailin, WAN Xiaoji
Prediction method on financial time series data based on matrix profile
2021 Vol. 41 (1): 199-207 [Abstract] ( 11 ) [HTML] [PDF 1433KB] ( 34 )
208 WEN Jing, SONG Jianwei
Visual saliency detection based on multi-level global information propagation model
2021 Vol. 41 (1): 208-214 [Abstract] ( 10 ) [HTML] [PDF 1655KB] ( 31 )
215 WEN Jing, LI Zhihong
Monocular image depth estimation method based on ResNeXt with squeeze-and-excitation module
2021 Vol. 41 (1): 215-219 [Abstract] ( 19 ) [HTML] [PDF 2096KB] ( 35 )
220 CHENG Yaling, BAI Zhi, TAN Aiping
Multi-focus image fusion method based on guided filtering and difference image
2021 Vol. 41 (1): 220-224 [Abstract] ( 16 ) [HTML] [PDF 1626KB] ( 14 )
225 ZHANG Xiaohan, FENG Aimin
Short-term traffic flow prediction based on empirical mode decomposition and long short-term memory neural network
2021 Vol. 41 (1): 225-230 [Abstract] ( 86 ) [HTML] [PDF 1687KB] ( 106 )
231 XIAO Yong, ZHENG Kaihong, ZHENG Zhenjing, QIAN Bin, LI Sen, MA Qianli
Multi-scale skip deep long short-term memory network for short-term multivariate load forecasting
2021 Vol. 41 (1): 231-236 [Abstract] ( 8 ) [HTML] [PDF 862KB] ( 42 )
237 MENG Xinyu, WANG Ruihan, ZHANG Xiping, WANG Mingjie, QIU Gang, WANG Zhengxia
Ultra-short-term wind power prediction based on empirical mode decomposition and multi-branch neural network
2021 Vol. 41 (1): 237-242 [Abstract] ( 34 ) [HTML] [PDF 1078KB] ( 47 )
243 QIAN Bin, ZHENG Kaihong, CHEN Zipeng, XIAO Yong, LI Sen, YE Chunzhuang, MA Qianli
Time series imputation model based on long-short term memory network with residual connection
2021 Vol. 41 (1): 243-248 [Abstract] ( 23 ) [HTML] [PDF 942KB] ( 41 )
249 JIANG Yangsheng, WANG Shengnan, TU Jiaqi, LI Sha, WANG Hongjun
Comprehensive prediction of thermal comfort and energy consumption for high-speed railway stations
2021 Vol. 41 (1): 249-257 [Abstract] ( 29 ) [HTML] [PDF 1132KB] ( 45 )
258 CHEN Yanru, ZHANG Tujingwa, DU Qian, RAN Maoliang, WANG Hongjun
Prediction of indoor thermal comfort level of high-speed railway station based on deep forest
2021 Vol. 41 (1): 258-264 [Abstract] ( 40 ) [HTML] [PDF 1166KB] ( 51 )
265 MA Tingting, JI Tianjiao, YANG Guanyu, CHEN Yang, XU Wenbo, LIU Hongtu
Incidence trend prediction of hand-foot-mouth disease based on long short-term memory neural network
2021 Vol. 41 (1): 265-269 [Abstract] ( 27 ) [HTML] [PDF 892KB] ( 47 )
270 YUAN Ye, TAN Xiaoyang
Defect detection of refrigerator metal surface in complex environment
2021 Vol. 41 (1): 270-274 [Abstract] ( 9 ) [HTML] [PDF 905KB] ( 41 )
275 ZHANG Jing'ai, WANG Jiangtao
Magnetic tile surface quality recognition based on multi-scale convolution neural network and within-class mixup operation
2021 Vol. 41 (1): 275-279 [Abstract] ( 10 ) [HTML] [PDF 974KB] ( 43 )
Frontier and comprehensive applications
280 SUN Zhongjie, WAN Tao, CHEN Dong, WANG Hao, ZHAO Yanli, QIN Zengchang
Application of deep learning in histopathological image classification of aortic medial degeneration
2021 Vol. 41 (1): 280-285 [Abstract] ( 32 ) [HTML] [PDF 1150KB] ( 21 )
286 WANG Yonghang, ZHANG Tianyu, ZHENG Hongxing
Multi-stage rescheduling method of liner considering severe weather
2021 Vol. 41 (1): 286-294 [Abstract] ( 27 ) [HTML] [PDF 1058KB] ( 153 )
295 LYU Ruimin, MEI Lilin, XING Hongcha, MENG Lei, ZE Yuefeng
Sequentiality perception quantification method of painting and calligraphy based on Markov chain
2021 Vol. 41 (1): 295-299 [Abstract] ( 14 ) [HTML] [PDF 1520KB] ( 11 )
300 LI Huafeng, HUANG Zhangcan, ZHANG Qiang, ZHAN Hang, TAN Qing
Improved pyramid evolution strategy for solving split delivery vehicle routing problem
2021 Vol. 41 (1): 300-306 [Abstract] ( 36 ) [HTML] [PDF 948KB] ( 50 )
计算机应用
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