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Journal of Computer Applications
2018, Vol.38 No.11
Published  10 November 2018

3053 QU Zhaowei, WANG Yuan, WANG Xiaoru
Transfer learning based hierarchical attention neural network for sentiment analysis
2018 Vol. 38 (11): 3053-3056 [Abstract] ( 65 ) [HTML] [PDF 759KB] ( 117 )
3057 ZHAO Junhao, LI Yuhua, HUO Lin, LI Ruixuan, GU Xiwu
Macroeconomic forecasting method fusing Weibo sentiment analysis and deep learning
2018 Vol. 38 (11): 3057-3062 [Abstract] ( 22 ) [HTML] [PDF 994KB] ( 52 )
3063 LIU Yuxin, WANG Li, ZHANG Hao
Hierarchical attention-based neural network model for spam review detection
2018 Vol. 38 (11): 3063-3068 [Abstract] ( 27 ) [HTML] [PDF 1130KB] ( 50 )
3069 GU Junhua, WU Junyan, XU Xinyun, XIE Zhijian, ZHANG Suqi
Optimization and implementation of parallel FP-Growth algorithm based on Spark
2018 Vol. 38 (11): 3069-3074 [Abstract] ( 20 ) [HTML] [PDF 928KB] ( 26 )
3075 LI Yang, DONG Hongbin
Text sentiment analysis based on feature fusion of convolution neural network and bidirectional long short-term memory network
2018 Vol. 38 (11): 3075-3080 [Abstract] ( 28 ) [HTML] [PDF 906KB] ( 57 )
3081 QU Liping, WU Jiaxi
Cross-domain personalized recommendation method based on scoring reliability
2018 Vol. 38 (11): 3081-3083 [Abstract] ( 19 ) [HTML] [PDF 589KB] ( 47 )
3084 FAN Zhen, GUO Yi, ZHANG Zhenhao, HAN Meiqi
Sentiment analysis of movie reviews based on dictionary and weak tagging information
2018 Vol. 38 (11): 3084-3088 [Abstract] ( 14 ) [HTML] [PDF 804KB] ( 38 )
3089 WANG Zihan, SHAO Mingguang, LIU Guojun, GUO Maozu, BI Jiandong, LIU Yang
Knowledge graph completion algorithm based on similarity between entities
2018 Vol. 38 (11): 3089-3093 [Abstract] ( 18 ) [HTML] [PDF 784KB] ( 37 )
3094 XU Liyang, HUANG Ruizhang, CHEN Yanping, QIAN Zhisen, LI Wanying
Multi-source text topic mining model based on Dirichlet multinomial allocation model
2018 Vol. 38 (11): 3094-3099 [Abstract] ( 21 ) [HTML] [PDF 1100KB] ( 27 )
3100 XU Jing, YANG Xiaoping
Web information timeliness evaluation based on clue characteristics
2018 Vol. 38 (11): 3100-3104 [Abstract] ( 23 ) [HTML] [PDF 796KB] ( 29 )
3105 CHENG Yusheng, CHEN Fei, WANG Yibin
Feature selection for multi-label distribution learning with streaming data based on rough set
2018 Vol. 38 (11): 3105-3111 [Abstract] ( 18 ) [HTML] [PDF 1135KB] ( 35 )
3112 HUANG Yuyang, DONG Minggang, JING Chao
Genetic instance selection algorithm for K-nearest neighbor classifier
2018 Vol. 38 (11): 3112-3118 [Abstract] ( 21 ) [HTML] [PDF 1063KB] ( 42 )
3119 HUANG Hua, ZHENG Jiamin, QIAN Pengjiang
Adjusted cluster assumption and pairwise constraints jointly based semi-supervised classification method
2018 Vol. 38 (11): 3119-3126 [Abstract] ( 18 ) [HTML] [PDF 1174KB] ( 33 )
3127 LI Wanying, HUANG Ruizhang, DING Zhiyuan, CHEN Yanping, XU Liyang
Multi-dimensional text clustering with user behavior characteristics
2018 Vol. 38 (11): 3127-3131 [Abstract] ( 24 ) [HTML] [PDF 970KB] ( 27 )
3132 TANG Haibo, LIN Yuming, LI You, CAI Guoyong
Balanced clustering based on simulated annealing and greedy strategy
2018 Vol. 38 (11): 3132-3138 [Abstract] ( 26 ) [HTML] [PDF 1065KB] ( 33 )
3139 CHAI Bianfang, LYU Feng, LI Wenbin, WANG Yao
Semi-supervised K-means clustering algorithm based on active learning priors
2018 Vol. 38 (11): 3139-3143 [Abstract] ( 23 ) [HTML] [PDF 827KB] ( 32 )
3144 ZHANG Jia, ZHANG Hui, ZHAO Xujian, YANG Chunming, LI Bo
Probabilistic soft logic reasoning model with semi-automatic rule learning
2018 Vol. 38 (11): 3144-3149 [Abstract] ( 15 ) [HTML] [PDF 1047KB] ( 32 )
3150 ZHANG Fangjuan, YANG Yan, DU Shengdong
Stipend prediction based on enhanced-discriminative canonical correlations analysis and classification ensemble
2018 Vol. 38 (11): 3150-3155 [Abstract] ( 15 ) [HTML] [PDF 893KB] ( 35 )
3156 ZHANG Cuijun, CHEN Beibei, ZHOU Chong, YIN Xinge
Feature selection algorithm based on multi-objective bare-bones particle swarm optimization
2018 Vol. 38 (11): 3156-3160 [Abstract] ( 17 ) [HTML] [PDF 908KB] ( 41 )
3161 CHEN Shoubing, WANG Hongyuan, JIN Cui, ZHANG Wei
Person re-identification based on siamese network and reranking
2018 Vol. 38 (11): 3161-3166 [Abstract] ( 23 ) [HTML] [PDF 904KB] ( 55 )
3167 HU Minjie, LIN Yaojin, WANG Chenxi, TANG Li, ZHENG Liping
Multi-label feature selection algorithm based on Laplacian score
2018 Vol. 38 (11): 3167-3174 [Abstract] ( 18 ) [HTML] [PDF 1178KB] ( 37 )
3175 QIU Meng, YIN Haoyu, CHEN Qiang, LIU Yingjian
Automatic cloud detection algorithm based on deep belief network-Otsu hybrid model
2018 Vol. 38 (11): 3175-3179 [Abstract] ( 20 ) [HTML] [PDF 996KB] ( 28 )
3180 XIE Jiyang, YAN Dong, XIE Yao, MA Zhanyu
Analysis of key factors in heat demand prediction based on NARX neural network
2018 Vol. 38 (11): 3180-3187 [Abstract] ( 15 ) [HTML] [PDF 1202KB] ( 30 )
3188 ZHANG Runlian, ZHANG Xin, ZHANG Chuyun, XI Yuang
Path planning algorithm based on distance and slope in regular Grid digital elevation model
2018 Vol. 38 (11): 3188-3192 [Abstract] ( 12 ) [HTML] [PDF 985KB] ( 26 )
3193 ZHANG Huanhuan, HONG Min, YUAN Yubo
Deep sparse auto-encoder method using extreme learning machine for facial features
2018 Vol. 38 (11): 3193-3198 [Abstract] ( 22 ) [HTML] [PDF 1002KB] ( 34 )
3199 WANG Peng, ZHANG Aofan, WANG Liqin, DONG Yongfeng
Image automatic annotation based on transfer learning and multi-label smoothing strategy
2018 Vol. 38 (11): 3199-3203 [Abstract] ( 15 ) [HTML] [PDF 960KB] ( 37 )
3204 LI Hailin, WU Xianli
Time series anomaly detection method based on frequent pattern discovery
2018 Vol. 38 (11): 3204-3210 [Abstract] ( 23 ) [HTML] [PDF 1091KB] ( 50 )
3211 LAI Chuanbin, HAN Yuexing, GU Hui, WANG Bing
Novel virtual boundary detection method based on deep learning
2018 Vol. 38 (11): 3211-3215 [Abstract] ( 22 ) [HTML] [PDF 875KB] ( 24 )
3216 YANG Wenya, SONG Guangle, CUI Chaoran, YIN Yilong
Image aesthetic quality assessment method based on semantic perception
2018 Vol. 38 (11): 3216-3220 [Abstract] ( 15 ) [HTML] [PDF 866KB] ( 30 )
3221 LIU Feng, JI Wei, LI Yun
Prediction of Parkinson’s disease based on multi-task regression of model filtering
2018 Vol. 38 (11): 3221-3224 [Abstract] ( 15 ) [HTML] [PDF 750KB] ( 30 )
3225 YANG Jian, ZHOU Tao, GUO Lifang, ZHANG Feifei, LIANG Mengmeng
Lung tumor image recognition algorithm based on cuckoo search and deep belief network
2018 Vol. 38 (11): 3225-3230 [Abstract] ( 26 ) [HTML] [PDF 957KB] ( 42 )
3231 XU Hui, FANG Ce, LIU Xiang, YE Zhiwei
Network intrusion detection system based on improved moth-flame optimization algorithm
2018 Vol. 38 (11): 3231-3235 [Abstract] ( 22 ) [HTML] [PDF 900KB] ( 39 )
3236 HE Xueying, HAN Zhongyi, WEI Benzheng
Pigmented skin lesion recognition and classification based on deep convolutional neural network
2018 Vol. 38 (11): 3236-3240 [Abstract] ( 21 ) [HTML] [PDF 810KB] ( 45 )
3241 CAO Xiangying, SUN Weimin, ZHU Youxiang, QIAN Xin, LI Xiaoyu, YE Ning
Plant image recoginiton based on family priority strategy
2018 Vol. 38 (11): 3241-3245 [Abstract] ( 24 ) [HTML] [PDF 819KB] ( 41 )
3246 XIAO Yuelei, WU Junsheng, ZHU Zhixiang
Improvement and analysis of LAN security association scheme based on pre-shared key
2018 Vol. 38 (11): 3246-3251 [Abstract] ( 19 ) [HTML] [PDF 1018KB] ( 27 )
3252 WANG Yifei, LUO Yonglong, YU Qingying, LIU Qingqing, CHEN Wen
Trajectory privacy-preserving method based on information entropy suppression
2018 Vol. 38 (11): 3252-3257 [Abstract] ( 16 ) [HTML] [PDF 1005KB] ( 35 )
3258 ZHANG Chuanhao, GU Xuehui, MENG Caixia
Anti-sniffering attack method based on software defined network
2018 Vol. 38 (11): 3258-3262 [Abstract] ( 19 ) [HTML] [PDF 986KB] ( 31 )
3263 GUO Liangmin, WANG Anxin, ZHENG Xiaoyao
Trajectory privacy protection method based on district partitioning
2018 Vol. 38 (11): 3263-3269 [Abstract] ( 23 ) [HTML] [PDF 1029KB] ( 21 )
3270 CHEN Fatang, XING Pingping, YANG Yanjuan
Analysis and design of uplink resource scheduling in narrow band Internet of things
2018 Vol. 38 (11): 3270-3274 [Abstract] ( 17 ) [HTML] [PDF 942KB] ( 32 )
3275 XU Lijie
Broadcasting energy-efficiency optimization algorithms for asymmetric duty-cycled sensor network
2018 Vol. 38 (11): 3275-3281 [Abstract] ( 14 ) [HTML] [PDF 1193KB] ( 29 )
3282 LIU Yi, HU Zhe, JING Xiaorong
Downlink beamforming design based user scheduling for MIMO-NOMA systems
2018 Vol. 38 (11): 3282-3286 [Abstract] ( 16 ) [HTML] [PDF 774KB] ( 25 )
3287 WANG Shuai, YANG Xiaodong
RFID tag number estimation algorithm based on sequential linear Bayes method
2018 Vol. 38 (11): 3287-3292 [Abstract] ( 21 ) [HTML] [PDF 923KB] ( 27 )
3293 WU Shikui, WANG Yan
Resource allocation framework for heterogeneous wireless network based on software defined network
2018 Vol. 38 (11): 3293-3298 [Abstract] ( 20 ) [HTML] [PDF 889KB] ( 36 )
3299 CHEN Hao, WU Qiwu, LI Fang, JIANG Lingzhi
Hierarchical PCE-based and bimatrix game-based multicast dedicated protection algorithm in multi-domain optical network under static state
2018 Vol. 38 (11): 3299-3304 [Abstract] ( 19 ) [HTML] [PDF 1131KB] ( 26 )
3305 CHEN Wenbing, GUAN Zhengxiong, CHEN Yunjie
Data augmentation method based on conditional generative adversarial net model
2018 Vol. 38 (11): 3305-3311 [Abstract] ( 18 ) [HTML] [PDF 1131KB] ( 43 )
3312 RAN Maojie, LIU Chao, HUANG Xianying, LIU Xiaoyang, YANG Hongyu, ZHANG Guangjian
Rumor spread model considering difference of individual interest degree and refutation mechanism
2018 Vol. 38 (11): 3312-3318 [Abstract] ( 18 ) [HTML] [PDF 951KB] ( 44 )
3319 ZHANG Yonghong, GE Taotao, TIAN Wei, XIA Guanghao, HE Jing
Evaluation of susceptibility to debris flow hazards based on geological big data
2018 Vol. 38 (11): 3319-3325 [Abstract] ( 25 ) [HTML] [PDF 1168KB] ( 70 )
3326 ZHANG Haitao, ZHOU Huan, ZHANG Guonan
Mining method of trajectory interval pattern based on spatial proximity searching
2018 Vol. 38 (11): 3326-3331 [Abstract] ( 20 ) [HTML] [PDF 941KB] ( 38 )
3332 CHEN Hongkun, CHA Hao, LIU Liguo, MENG Wei
Vessel traffic pattern extraction based on automatic identification system data and Hough transformation
2018 Vol. 38 (11): 3332-3335 [Abstract] ( 22 ) [HTML] [PDF 771KB] ( 49 )
3336 YAO Xiaoqiang, HOU Zhisen
Financial time series prediction by long short term memory neural network with tree structure
2018 Vol. 38 (11): 3336-3341 [Abstract] ( 28 ) [HTML] [PDF 941KB] ( 56 )
3342 GAO Junqiang, TANG Xiaqing, ZHANG Huan, GUO Libin
Processing method of INS/GPS information delay based on factor graph algorithm
2018 Vol. 38 (11): 3342-3347 [Abstract] ( 26 ) [HTML] [PDF 963KB] ( 35 )
3348 LIU Yiming, ZHANG Pengcheng, LIU Yi, GUI Zhiguo
Segmentation of cervical nuclei based on fully convolutional network and conditional random field
2018 Vol. 38 (11): 3348-3354 [Abstract] ( 25 ) [HTML] [PDF 1095KB] ( 54 )
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