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Journal of Computer Applications
2017, Vol.37 No.11
Published  10 November 2017
3039 JIAO Jiafeng, LI Yun
Review of typical machine learning platforms for big data
2017 Vol. 37 (11): 3039-3047 [Abstract] ( 535 ) [HTML] ( ) [PDF 1608KB] ( 937 )
3048 LI Haichao, WANG Kaijun, HU Miao, CHEN Lifei
Relative importance index of dummy variables in regression model
2017 Vol. 37 (11): 3048-3052 [Abstract] ( 280 ) [HTML] ( ) [PDF 819KB] ( 296 )
3053 LIU Zheng, WEI Zhihua, ZHANG Renxian
Rumor detection based on convolutional neural network
2017 Vol. 37 (11): 3053-3056 [Abstract] ( 587 ) [HTML] ( ) [PDF 748KB] ( 580 )
3057 DAI Lijie, ZHANG Changjiang, MA Leiming
Dynamic forecasting model of short-term PM2.5 concentration based on machine learning
2017 Vol. 37 (11): 3057-3063 [Abstract] ( 223 ) [HTML] ( ) [PDF 1092KB] ( 413 )
3064 WANG Baoquan, JIANG Tonghai, ZHOU Xi, MA Bo, ZHAO Fan
Mining of accompanying vehicle group from trajectory data based on analogous automatic number plate recognition
2017 Vol. 37 (11): 3064-3068 [Abstract] ( 182 ) [HTML] ( ) [PDF 908KB] ( 230 )
3069 ZHAO Caiyun, WU Changqing, GE Hua
Robust L1-norm non-parallel proximal support vector machine via efficient iterative algorithm
2017 Vol. 37 (11): 3069-3074 [Abstract] ( 134 ) [HTML] ( ) [PDF 989KB] ( 227 )
3075 HUO Weigang, QU Feng, CHENG Zhen
Incremental fuzzy associative classification method based on evolving vector quantization clustering algorithm
2017 Vol. 37 (11): 3075-3079 [Abstract] ( 136 ) [HTML] ( ) [PDF 773KB] ( 244 )
3080 YANG Jie, WANG Guoyin, WANG Fei
Grid clustering algorithm based on density peaks
2017 Vol. 37 (11): 3080-3084 [Abstract] ( 190 ) [HTML] ( ) [PDF 809KB] ( 342 )
3085 CHEN Yiying, CHAI Bianfang, LI Wenbin, HE Yichao, WU Congcong
Semi-supervised community detection algorithm using active link selection based on iterative framework
2017 Vol. 37 (11): 3085-3089 [Abstract] ( 172 ) [HTML] ( ) [PDF 758KB] ( 293 )
3090 CHAI Bianfang, WANG Jianling, XU Jiwei, LI Wenbin
Active semi-supervised community detection method based on link model
2017 Vol. 37 (11): 3090-3094 [Abstract] ( 136 ) [HTML] ( ) [PDF 756KB] ( 289 )
3095 XUE Yun, LI Guohe, WU Weijiang, HONG Yunfeng, ZHOU Xiaoming
User discovery based on loyalty in social networks
2017 Vol. 37 (11): 3095-3100 [Abstract] ( 170 ) [HTML] ( ) [PDF 869KB] ( 247 )
3101 ZHENG Yongguang, YUE Kun, YIN Zidu, ZHANG Xuejie
Efficient approach for selecting key users in large-scale social networks
2017 Vol. 37 (11): 3101-3106 [Abstract] ( 220 ) [HTML] ( ) [PDF 965KB] ( 212 )
3107 TAN Zheng, LIU JingLei, YU Hang
Conditional preference mining based on MaxClique
2017 Vol. 37 (11): 3107-3114 [Abstract] ( 164 ) [HTML] ( ) [PDF 1274KB] ( 278 )
3115 YOU Xinxin, GE Meng
Community detection algorithm based on belief propagation in complex networks
2017 Vol. 37 (11): 3115-3118 [Abstract] ( 182 ) [HTML] ( ) [PDF 655KB] ( 202 )
3119 SHI Jin, DONG Yao, BAI Zhendong, CUI Zechen, DONG Yongfeng
Research and implementation of mobile robot path planning method
2017 Vol. 37 (11): 3119-3123 [Abstract] ( 279 ) [HTML] ( ) [PDF 721KB] ( 321 )
3124 GUO Xiao, TAN Wenan
High-performance image super-resolution restruction based on cascade deep convolutional network
2017 Vol. 37 (11): 3124-3127 [Abstract] ( 168 ) [HTML] ( ) [PDF 783KB] ( 242 )
3128 LIN Lingpeng, HUANG Tianqiang, LIN Jing
Object tracking based on foreground discrimination and circle search
2017 Vol. 37 (11): 3128-3133 [Abstract] ( 161 ) [HTML] ( ) [PDF 1049KB] ( 252 )
3134 LI Xuejun, ZHANG Kaihua, SONG Huihui
Unsupervised video segmentation by fusing multiple spatio-temporal feature representations
2017 Vol. 37 (11): 3134-3138 [Abstract] ( 163 ) [HTML] ( ) [PDF 1045KB] ( 230 )
3139 YU Huangyue, WANG Han, GUO Mengting
Video keyframe extraction based on users' interests
2017 Vol. 37 (11): 3139-3144 [Abstract] ( 175 ) [HTML] ( ) [PDF 1017KB] ( 242 )
3145 WANG Xuejun, WANG Wenjian, CAO Feilong
Weighted sparse representation based on self-paced learning for face recognition
2017 Vol. 37 (11): 3145-3151 [Abstract] ( 174 ) [HTML] ( ) [PDF 1023KB] ( 227 )
3152 LOU Kang, XUE Yanbing, ZHANG Hua, XU Guangping, GAO Zan, WANG Zhigang
Face detection in bus environment based on cost-sensitive deep quadratic tree
2017 Vol. 37 (11): 3152-3156 [Abstract] ( 205 ) [HTML] ( ) [PDF 1038KB] ( 259 )
3157 YANG Xubing, TAN Xinyi, ZHANG Fuquan
Forest fire image segmentation algorithm with adaptive threshold based on smooth spline function
2017 Vol. 37 (11): 3157-3161 [Abstract] ( 145 ) [HTML] ( ) [PDF 923KB] ( 181 )
3162 ZHOU Mingfei, WANG Xili
Remote sensing image segmentation with texture removal
2017 Vol. 37 (11): 3162-3167 [Abstract] ( 223 ) [HTML] ( ) [PDF 1051KB] ( 234 )
3168 ZHANG Xinming, CHENG Jinfeng, KANG Qiang, WANG Xia
Iterative adaptive weighted-mean filter for image denoising
2017 Vol. 37 (11): 3168-3175 [Abstract] ( 224 ) [HTML] ( ) [PDF 1473KB] ( 252 )
3176 WANG Wenpeng, MAO Wentao, HE Jianliang, DOU Zhi
Smoke recognition based on deep transfer learning
2017 Vol. 37 (11): 3176-3181 [Abstract] ( 285 ) [HTML] ( ) [PDF 1219KB] ( 417 )
3182 DONG Linjia, QIANG Yan, ZHAO Juanjuan, YUAN jie, ZHAO Wenting
Automatic detection of pulmonary nodules based on 3D shape index
2017 Vol. 37 (11): 3182-3187 [Abstract] ( 233 ) [HTML] ( ) [PDF 935KB] ( 239 )
3188 GU Junhua, GUAN Lei, ZHANG Jian, GAO Xing, ZHANG Suqi
IPTV implicit scoring model based on Hadoop
2017 Vol. 37 (11): 3188-3193 [Abstract] ( 182 ) [HTML] ( ) [PDF 867KB] ( 199 )
3194 ZHANG Xinming, KANG Qiang, WANG Xia, CHENG Jinfeng
Particle swarm optimization algorithm with cross opposition learning and particle-based social learning
2017 Vol. 37 (11): 3194-3200 [Abstract] ( 119 ) [HTML] ( ) [PDF 1241KB] ( 237 )
3201 JI Yugang, LI Yitong, SHI Chuan
Aspect rating prediction based on heterogeneous network and topic model
2017 Vol. 37 (11): 3201-3206 [Abstract] ( 213 ) [HTML] ( ) [PDF 863KB] ( 195 )
3207 HUANG Hongwei, GE Xiaotian, CHEN Xuansong
Density clustering method based on complex learning classification system
2017 Vol. 37 (11): 3207-3211 [Abstract] ( 146 ) [HTML] ( ) [PDF 779KB] ( 224 )
3212 ZHANG Yongliang, ZHOU Bing, ZHAN Xiaosi, QIU Xiaoguang, LU Tianpei
Small-size fingerprint matching based on deep learning
2017 Vol. 37 (11): 3212-3218 [Abstract] ( 297 ) [HTML] ( ) [PDF 1270KB] ( 265 )
3219 DONG Xiaogang, DENG Changshou, TAN Yucheng, PENG Hu, WU Zhijian
Cooperative differential evolution algorithm for large-scale optimization problems
2017 Vol. 37 (11): 3219-3225 [Abstract] ( 147 ) [HTML] ( ) [PDF 1056KB] ( 214 )
3226 SUN Qiang, TAN Xiaoyang
Super-resolution and frontalization in unconstrained face images
2017 Vol. 37 (11): 3226-3230 [Abstract] ( 136 ) [HTML] ( ) [PDF 963KB] ( 194 )
3231 CHEN Kaixing, LIU Yun, WANG Jinhai, YUAN Yubo
Foreground extraction with genetic mechanism and difference of Guassian
2017 Vol. 37 (11): 3231-3237 [Abstract] ( 156 ) [HTML] ( ) [PDF 1023KB] ( 182 )
3238 ZHU Jie, WU Shufang, XIE Bojun, MA Liyan
Color based compact hierarchical image representation
2017 Vol. 37 (11): 3238-3243 [Abstract] ( 116 ) [HTML] ( ) [PDF 1047KB] ( 183 )
3244 ZHANG Ke, GAO Ce, GUO Liru, YUAN Jinsha, ZHAO Zhenbing
Deep face age classification under unconstrained conditions
2017 Vol. 37 (11): 3244-3248 [Abstract] ( 204 ) [HTML] ( ) [PDF 970KB] ( 220 )
3249 CHEN Aiai, LI Lai, LIU Guangcan, LIU Qingshan
Clothing retrieval based on landmarks
2017 Vol. 37 (11): 3249-3255 [Abstract] ( 224 ) [HTML] ( ) [PDF 1166KB] ( 364 )
3256 ZHANG Haiyan, GAO Shangbing, JIANG Mingxin
Facial feature points localization algorithm using pose estimation
2017 Vol. 37 (11): 3256-3260 [Abstract] ( 267 ) [HTML] ( ) [PDF 854KB] ( 208 )
3261 QIAO Jianhua, ZHANG Xueying
Compressed sensing based data gathering in wireless sensor networks: a survey
2017 Vol. 37 (11): 3261-3269 [Abstract] ( 262 ) [HTML] ( ) [PDF 1635KB] ( 440 )
3270 PENG Hongxing, HU Yiwen, YANG Xueqing, LI Xingwang
Upper bounds on sum rate of 3D distributed MIMO systems over K fading cpmposite channels
2017 Vol. 37 (11): 3270-3275 [Abstract] ( 115 ) [HTML] ( ) [PDF 861KB] ( 163 )
3276 LI Xinchun, HOU Yue
Indoor positioning technology based on improved access point selection and K nearest neighbor algorithm
2017 Vol. 37 (11): 3276-3280 [Abstract] ( 117 ) [HTML] ( ) [PDF 913KB] ( 160 )
3281 LI Yue, HUANG Junqin, WANG Ruijin
DCI control model of digital works based on blockchain
2017 Vol. 37 (11): 3281-3287 [Abstract] ( 343 ) [HTML] ( ) [PDF 1030KB] ( 546 )
3288 ZHOU Min, ZHOU Anmin, LIU Liang, JIA Peng, TAN Cuijiang
Mining denial of service vulnerability in Android applications automatically
2017 Vol. 37 (11): 3288-3293 [Abstract] ( 164 ) [HTML] ( ) [PDF 1044KB] ( 201 )
3294 JIANG Zhongqing, ZHOU Anmin, JIA Peng
DEX unpacking technology in ART virtual machine
2017 Vol. 37 (11): 3294-3298 [Abstract] ( 202 ) [HTML] ( ) [PDF 980KB] ( 264 )
3299 LI Cong, YANG Xiaoyuan, WANG Xu'an, BAI Ping
Efficient verifiable outsourced decryption based on attribute-based encryption and fixed ciphertext length
2017 Vol. 37 (11): 3299-3303 [Abstract] ( 181 ) [HTML] ( ) [PDF 806KB] ( 186 )
3304 GU Zeyu, ZHANG Xingming, LIN Senjie
Load-aware dynamic scheduling mechanism based on security strategies
2017 Vol. 37 (11): 3304-3310 [Abstract] ( 145 ) [HTML] ( ) [PDF 1196KB] ( 206 )
3311 ZHANG Hengde, XIAN Yunhao, XIE Yonghua, YANG Le, ZHANG Tianhang
Haze forecast based on time series analysis and Kalman filtering
2017 Vol. 37 (11): 3311-3316 [Abstract] ( 222 ) [HTML] ( ) [PDF 936KB] ( 233 )
3317 ZHOU Mo, JIN Min
Short-term power load forecasting method combining with multi-algorithm & multi-model and online second learning
2017 Vol. 37 (11): 3317-3322 [Abstract] ( 157 ) [HTML] ( ) [PDF 1027KB] ( 244 )
3323 FENG Shizhou, ZHOU Shangbo
College enrollment consultation algorithm based on deep autoencoders
2017 Vol. 37 (11): 3323-3329 [Abstract] ( 142 ) [HTML] ( ) [PDF 1124KB] ( 128 )
3330 WU Qingsong, YANG Hongbing, FANG Jia
Production scheduling and preventive maintenance integrated optimization based on catastrophe mechanism
2017 Vol. 37 (11): 3330-3334 [Abstract] ( 175 ) [HTML] ( ) [PDF 769KB] ( 190 )
3335 ZENG Ling, XIAO Ruliang
Session identification algorithm based on dynamic time threshold of adjacent requests
2017 Vol. 37 (11): 3335-3338 [Abstract] ( 202 ) [HTML] ( ) [PDF 674KB] ( 208 )
3339 GUO Hao, LIU Lei, CHEN Junjie
Brain network analysis and classification for patients of Alzheimer's disease based on high-order minimum spanning tree
2017 Vol. 37 (11): 3339-3344 [Abstract] ( 144 ) [HTML] ( ) [PDF 1091KB] ( 214 )
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