Special Issue's Articles

人工智能赋能的数据管理、分析与系统专刊前言 李战怀,于戈,杨晓春 Published March 06, 2020 (3 pages) 2020,31(3):597-599 [Abstract(2947)]  [View PDF(3777)391.24 K]

Review Articles

Survey of Data Management Techniques Powered by Artificial Intelligence SUN Lu-Ming, ZHANG Shao-Min, JI Tao, LI Cui-Ping and CHEN Hong Published March 06, 2020 (20 pages) 2020,31(3):600-619 [Abstract(6180)]  [View PDF(9063)1.96 M]

Special Issue's Articles

Middle Layer Based Scalable Learned Index Scheme GAO Yuan-Ning, YE Jin-Biao, YANG Nian-Zu, GAO Xiao-Feng and CHEN Gui-Hai Published March 06, 2020 (14 pages) 2020,31(3):620-633 [Abstract(3657)]  [View PDF(4741)1.57 M]

Intelligent Index Tuning Approach for Relational Databases QIU Tao, WANG Bin, SHU Zhao-Wei, ZHAO Zhi-Bo, SONG Zi-Wen and ZHONG Yan-Hui Published March 06, 2020 (14 pages) 2020,31(3):634-647 [Abstract(3091)]  [View PDF(4869)2.15 M]

Bus Arrival Time Prediction Algorithm Based on Spatio-temporal Correlation Attribute Model LAI Yong-Xuan, ZHANG Lu, YANG Fan, LU Wei and WANG Tian Published March 06, 2020 (15 pages) 2020,31(3):648-662 [Abstract(2963)]  [View PDF(4685)1.72 M]

In-memory Skiplist Optimization Technologies Based on Data Feature LI Liang, WU Gang and WANG Guo-Ren Published March 06, 2020 (17 pages) 2020,31(3):663-679 [Abstract(2489)]  [View PDF(3777)2.01 M]

Efficient Materialized View Maintenance and Trusted Query for Blockchain CAI Lei, ZHU Yan-Chao, GUO Qing-Xing, ZHANG Zhao and JIN Che-Qing Published March 06, 2020 (15 pages) 2020,31(3):680-694 [Abstract(3186)]  [View PDF(4693)1.72 M]

Research on Record Pair Ranking for Entity Resolution with Time Constraint SUN Chen-Chen, SHEN De-Rong, LI Yu-Kun, XIAO Ying-Yuan and MA Jian-Hong Published March 06, 2020 (15 pages) 2020,31(3):695-709 [Abstract(2908)]  [View PDF(3948)1.46 M]

Sale Fraud Behavior Detection over Multidimensional Sparse Data Warehouse ZHENG Jiao-Ling, QIAO Shao-Jie, SHU Hong-Ping, YING Guang-Hua and Louis Alberto GUTIERREZ Published March 06, 2020 (16 pages) 2020,31(3):710-725 [Abstract(2533)]  [View PDF(3857)1.95 M]

Anomaly Detection on Industrial Time Series Based on Correlation Analysis DING Xiao-Ou, YU Sheng-Jian, WANG Mu-Xian, WANG Hong-Zhi, GAO Hong and YANG Dong-Hua Published March 06, 2020 (22 pages) 2020,31(3):726-747 [Abstract(4312)]  [View PDF(9736)2.25 M]

Graph Neural Network Based Anomaly Detection in Dynamic Networks GUO Jia-Yan, LI Rong-Hua, ZHANG Yan and WANG Guo-Ren Published March 06, 2020 (15 pages) 2020,31(3):748-762 [Abstract(5150)]  [View PDF(10124)2.66 M]

Fast Shapelet Discovery Algorithm Combining Selective Extraction and Subclass Clustering ZHAO Chao, WANG Teng-Jiang, LIU Shi-Jun, PAN Li and JI Cun Published March 06, 2020 (15 pages) 2020,31(3):763-777 [Abstract(2590)]  [View PDF(4672)1.86 M]

Attention-based Regularized Matrix Factorization for Recommendation ZHANG Qing-Bo, WANG Bin, CUI Ning-Ning, SONG Xiao-Xu and QIN Jing Published March 06, 2020 (16 pages) 2020,31(3):778-793 [Abstract(3262)]  [View PDF(5826)1.76 M]

Explicit and Implicit Feedback Based Collaborative Filtering Algorithm CHEN Bi-Yi, HUANG Ling, WANG Chang-Dong and JING Li-Ping Published March 06, 2020 (12 pages) 2020,31(3):794-805 [Abstract(3147)]  [View PDF(6000)2.87 M]

Review Articles

Learnable Database Systems: Challenges and Opportunities CHAI Ming-Ke, FAN Ju and DU Xiao-Yong Published March 06, 2020 (25 pages) 2020,31(3):806-830 [Abstract(3438)]  [View PDF(6413)2.99 M]

Special Issue's Articles

XuanYuan: An AI-native Database Systems LI Guo-Liang and ZHOU Xuan-He Published March 06, 2020 (14 pages) 2020,31(3):831-844 [Abstract(3660)]  [View PDF(6370)1.50 M]

Mining Unstructured Economic Indicators Based on PSP_HDP Topic Model ZHANG Yi-Tao, WAN Chang-Xuan, LIU Xi-Ping, JIANG Teng-Jiao, LIU De-Xi and LIAO Guo-Qiong Published March 06, 2020 (21 pages) 2020,31(3):845-865 [Abstract(2442)]  [View PDF(4136)2.49 M]

Review Articles

Survey on Privacy Attacks and Defenses in Machine Learning LIU Rui-Xuan, CHEN Hong, GUO Ruo-Yang, ZHAO Dan, LIANG Wen-Juan and LI Cui-Ping Published March 06, 2020 (27 pages) 2020,31(3):866-892 [Abstract(6070)]  [View PDF(12579)2.73 M]

Survey and Prospect: Data Integration Methodologies WANG Song, PENG Yu-Wei, LAN Hai, LUO Qian-Wen and PENG Zhi-Yong Published March 06, 2020 (16 pages) 2020,31(3):893-908 [Abstract(3742)]  [View PDF(7650)1.71 M]