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(3902)]  [View PDF(5648)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(4420)]  [View PDF(7472)1.96 M]

Rule Based Shortest Path Query Algorithm LI Zhong-Fei, YANG Ya-Jun and WANG Xin 2019,30(3):515-536 [Abstract(4283)]  [View PDF(7413)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(3485)]  [View PDF(5940)2.51 M]

Approaches to Community Search Under Complex Conditions ZHU Jun-Chao and WANG Chao-Kun 2019,30(3):552-572 [Abstract(3823)]  [View PDF(7640)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(3628)]  [View PDF(6000)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(3984)]  [View PDF(6441)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(3475)]  [View PDF(5293)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(3229)]  [View PDF(6317)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(3919)]  [View PDF(6202)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(3270)]  [View PDF(5981)1.94 M]

Data Synchronization Tool for Distributed Heterogeneous Database XU Zi-Jian, YE Sheng and ZHANG Xiao 2019,30(3):684-699 [Abstract(3975)]  [View PDF(7277)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(3411)]  [View PDF(6367)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(4128)]  [View PDF(10111)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(4335)]  [View PDF(8384)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(5461)]  [View PDF(10558)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(3793)]  [View PDF(6129)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(3608)]  [View PDF(5890)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(3791)]  [View PDF(8874)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(3449)]  [View PDF(7232)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(8361)]  [View PDF(14826)2.11 M]