Volume 30,Issue 3,2019 Table of Contents

Other Issues:  
  
Special Issue's Articles

  • 智能数据管理与分析技术专刊前言
  • 樊文飞,王国仁,王朝坤
  • 2019,30(3):495-497 [Abstract(2098)]  [View PDF(914)402.37 K]
  • Efficient Distributed Query Processing on Large Scale RDF Graph Data
  • WANG Xin, XU Qiang, CHAI Le-Le, YANG Ya-Jun and CHAI Yun-Peng
  • 2019,30(3):498-514 [Abstract(2027)]  [View PDF(1783)1.96 M]
  • Rule Based Shortest Path Query Algorithm
  • LI Zhong-Fei, YANG Ya-Jun and WANG Xin
  • 2019,30(3):515-536 [Abstract(2058)]  [View PDF(1587)3.06 M]
  • Structure Evolution Analysis Based on Role Discovery in Dynamic Information Networks
  • FENG Bing-Qing, HU Shao-Lin, GUO Dong, ZHONG Xiao-Ge and LI Pei-Yu
  • 2019,30(3):537-551 [Abstract(1792)]  [View PDF(1187)2.51 M]
  • Approaches to Community Search Under Complex Conditions
  • ZHU Jun-Chao and WANG Chao-Kun
  • 2019,30(3):552-572 [Abstract(1756)]  [View PDF(1439)2.23 M]
  • Bilateral Preference Stable Planning over Event Based Social Networks
  • CHENG Yu-Rong, WANG Guo-Ren, LI Bo-Yang and YUAN Ye
  • 2019,30(3):573-588 [Abstract(1796)]  [View PDF(983)1.74 M]
  • Data Repair Algorithm Based on Currency Rules
  • DUAN Xu-Liang, GUO Bing, SHEN Yan, SHEN Yun-Cheng, DONG Xiang-Qian and ZHANG Hong
  • 2019,30(3):589-603 [Abstract(1732)]  [View PDF(839)1.58 M]
  • Cost-sensitive Decision Tree Induction on Dirty Data
  • QI Zhi-Xin, WANG Hong-Zhi, ZHOU Xiong, LI Jian-Zhong and GAO Hong
  • 2019,30(3):604-619 [Abstract(1692)]  [View PDF(623)2.33 M]
  • Learning Pair-wise Relationship Models for Ranking Why-not Problem Explanations
  • QI Dan-Rui, SONG Shao-Xu and WANG Jian-Min
  • 2019,30(3):620-647 [Abstract(1561)]  [View PDF(821)2.70 M]
  • Crucial Patterns Mining with Differential Privacy over Data Streams
  • WANG Jin-Yan, LIU Chen, FU Xing-Cheng, LUO Xu-Dong and LI Xian-Xian
  • 2019,30(3):648-666 [Abstract(1720)]  [View PDF(1060)2.48 M]
  • Data Stream Clustering Based on Grid Coupling
  • ZHANG Dong-Yue, ZHOU Li-Hua, WU Xiang-Yun and ZHAO Li-Hong
  • 2019,30(3):667-683 [Abstract(1689)]  [View PDF(956)1.94 M]
  • Data Synchronization Tool for Distributed Heterogeneous Database
  • XU Zi-Jian, YE Sheng and ZHANG Xiao
  • 2019,30(3):684-699 [Abstract(1801)]  [View PDF(844)1.76 M]
  • High Feasible Method of Cycle Segment Analysis for Common Gait Model
  • MEN Hui-Chao and WANG Bo-Tao
  • 2019,30(3):700-717 [Abstract(1580)]  [View PDF(933)2.11 M]
  • Convolutional Neural Networks for Human Activity Recognition Using Multi-location Wearable Sensors
  • DENG Shi-Zhuo, WANG Bo-Tao, YANG Chuan-Gui and WANG Guo-Ren
  • 2019,30(3):718-737 [Abstract(1936)]  [View PDF(1826)2.64 M]
  • The Target Detection Method of Aerial Photography Images with Improved SSD
  • PEI Wei, XU Yan-Ming, ZHU Yong-Ying, WANG Peng-Qian, LU Ming-Yu and LI Fei
  • 2019,30(3):738-758 [Abstract(1839)]  [View PDF(1878)3.50 M]
  • Multi-component Spatial-temporal Graph Convolution Networks for Traffic Flow Forecasting
  • FENG Ning, GUO Sheng-Nan, SONG Chao, ZHU Qi-Chao and WAN Huai-Yu
  • 2019,30(3):759-769 [Abstract(2120)]  [View PDF(1940)1.44 M]
  • Travel Time Prediction for Urban Road Based on Spatial-temporal Dependency
  • SHI Jin, MAO Jia-Li and JIN Che-Qing
  • 2019,30(3):770-783 [Abstract(1779)]  [View PDF(1041)1.75 M]
  • Distributed Gradient Boosting Decision Tree Algorithm for High-dimensional and Multi-classification Problems
  • JIANG Jia-Wei, FU Fang-Cheng, SHAO Ying-Xia and CUI Bin
  • 2019,30(3):784-798 [Abstract(1773)]  [View PDF(898)1.85 M]
  • Review Articles

  • Survey on Factorization Machines Model
  • ZHAO Kan-Kan, ZHANG Liang-Fu, ZHANG Jing, LI Cui-Ping and CHEN Hong
  • 2019,30(3):799-821 [Abstract(1779)]  [View PDF(2140)2.27 M]
  • Special Issue's Articles

  • Research on Wide and Deep Extension of Factorization Machine
  • YAN Cai-Rong, ZHOU Ling-Jie, ZHANG Qing-Long and LI Xiao-Lin
  • 2019,30(3):822-844 [Abstract(1661)]  [View PDF(1063)7.87 M]
  • Review Articles

  • Review on Financial Trading System Based on Reinforcement Learning
  • LIANG Tian-Xin, YANG Xiao-Ping, WANG Liang and HAN Zhen-Yuan
  • 2019,30(3):845-864 [Abstract(3421)]  [View PDF(5770)2.11 M]