Volume 31,Issue 3,2020 Table of Contents

Other Issues:  
  
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
  • 2020,31(3):597-599 [Abstract(787)]  [View PDF(367)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
  • 2020,31(3):600-619 [Abstract(2514)]  [View PDF(3338)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
  • 2020,31(3):620-633 [Abstract(749)]  [View PDF(607)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
  • 2020,31(3):634-647 [Abstract(790)]  [View PDF(608)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
  • 2020,31(3):648-662 [Abstract(800)]  [View PDF(1365)1.72 M]
  • In-memory Skiplist Optimization Technologies Based on Data Feature
  • LI Liang, WU Gang and WANG Guo-Ren
  • 2020,31(3):663-679 [Abstract(671)]  [View PDF(366)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
  • 2020,31(3):680-694 [Abstract(843)]  [View PDF(706)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
  • 2020,31(3):695-709 [Abstract(735)]  [View PDF(658)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
  • 2020,31(3):710-725 [Abstract(700)]  [View PDF(725)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
  • 2020,31(3):726-747 [Abstract(935)]  [View PDF(3233)2.25 M]
  • Graph Neural Network Based Anomaly Detection in Dynamic Networks
  • GUO Jia-Yan, LI Rong-Hua, ZHANG Yan and WANG Guo-Ren
  • 2020,31(3):748-762 [Abstract(1169)]  [View PDF(1605)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
  • 2020,31(3):763-777 [Abstract(727)]  [View PDF(880)1.86 M]
  • Attention-based Regularized Matrix Factorization for Recommendation
  • ZHANG Qing-Bo, WANG Bin, CUI Ning-Ning, SONG Xiao-Xu and QIN Jing
  • 2020,31(3):778-793 [Abstract(800)]  [View PDF(1884)1.76 M]
  • Explicit and Implicit Feedback Based Collaborative Filtering Algorithm
  • CHEN Bi-Yi, HUANG Ling, WANG Chang-Dong and JING Li-Ping
  • 2020,31(3):794-805 [Abstract(856)]  [View PDF(988)2.87 M]
  • Review Articles

  • Learnable Database Systems: Challenges and Opportunities
  • CHAI Ming-Ke, FAN Ju and DU Xiao-Yong
  • 2020,31(3):806-830 [Abstract(864)]  [View PDF(2098)2.99 M]
  • Special Issue's Articles

  • XuanYuan: An AI-native Database Systems
  • LI Guo-Liang and ZHOU Xuan-He
  • 2020,31(3):831-844 [Abstract(917)]  [View PDF(1502)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
  • 2020,31(3):845-865 [Abstract(687)]  [View PDF(729)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
  • 2020,31(3):866-892 [Abstract(2310)]  [View PDF(4222)2.73 M]
  • Survey and Prospect: Data Integration Methodologies
  • WANG Song, PENG Yu-Wei, LAN Hai, LUO Qian-Wen and PENG Zhi-Yong
  • 2020,31(3):893-908 [Abstract(985)]  [View PDF(1601)1.71 M]