Special Issue's Articles

智能化软件新技术专刊前言 申富饶,李戈 2019,30(5):1203-1205 [Abstract(3375)]  [View PDF(6024)403.21 K]

Review Articles

Program Generation and Code Completion Techniques Based on Deep Learning: Literature Review HU Xing, LI Ge, LIU Fang and JIN Zhi 2019,30(5):1206-1223 [Abstract(5787)]  [View PDF(11704)1.91 M]

Special Issue's Articles

Hybrid Programming System of Differentiable Abstract Machines ZHOU Peng, WU Yan-Jun and ZHAO Chen 2019,30(5):1224-1242 [Abstract(3455)]  [View PDF(6506)2.00 M]

Automatic Defect Repair and Validation Approach for C/C++ Programs ZHOU Feng-Shun, WANG Lin-Zhang and LI Xuan-Dong 2019,30(5):1243-1255 [Abstract(3667)]  [View PDF(11753)1.37 M]

Example-evolution-driven Automatic Repair of Student Programs WANG Tian-Tian, XU Jia-Huan, WANG Ke-Chao and SU Xiao-Hong 2019,30(5):1256-1268 [Abstract(3466)]  [View PDF(7397)1.30 M]

Evolutionary Algorithm for Optimization of Energy Consumption at GCC Compile Time Based on Frequent Pattern Mining NI You-Cong, WU Rui, DU Xin, YE Peng, LI Wang-Biao and XIAO Ru-Liang 2019,30(5):1269-1287 [Abstract(3644)]  [View PDF(8364)2.19 M]

Review Articles

Just-in-time Software Defect Prediction: Literature Review CAI Liang, FAN Yuan-Rui, YAN Meng and XIA Xin 2019,30(5):1288-1307 [Abstract(5166)]  [View PDF(10287)2.02 M]

Special Issue's Articles

Cross-project Defect Prediction Method Based on Feature Transfer and Instance Transfer NI Chao, CHEN Xiang, LIU Wang-Shu, GU Qing, HUANG Qi-Guo and LI Na 2019,30(5):1308-1329 [Abstract(4129)]  [View PDF(7923)2.49 M]

Memory Leak Intelligent Detection Method for C Programs ZHU Ya-Wei, ZUO Zhi-Qiang, WANG Lin-Zhang and LI Xuan-Dong 2019,30(5):1330-1341 [Abstract(3693)]  [View PDF(8829)1.25 M]

API Misuse Bug Detection Based on Deep Learning WANG Xin, CHEN Chi, ZHAO Yi-Fan, PENG Xin and ZHAO Wen-Yun 2019,30(5):1342-1358 [Abstract(4496)]  [View PDF(7484)1.80 M]

God Class Detection Approach Based on Deep Learning BU Yi-Fan, LIU Hui and LI Guang-Jie 2019,30(5):1359-1374 [Abstract(4354)]  [View PDF(8420)1.62 M]

Fault Cause Identification Method for Aircraft Equipment Based on Maintenance Log WANG Rui-Guang, WU Ji, LIU Chao and YANG Hai-Yan 2019,30(5):1375-1385 [Abstract(3658)]  [View PDF(8367)1.30 M]

Approach of Bug Reports Classification Based on Cost Extreme Learning Machine ZHANG Tian-Lun, CHEN Rong, YANG Xi and ZHU Hong-Yu 2019,30(5):1386-1406 [Abstract(3412)]  [View PDF(7080)3.42 M]

Hybrid Approach for Linking Related Issues Based on Embedding Models ZHANG Yang, WANG Tao, WU Yi-Wen, YIN Gang and WANG Huai-Min 2019,30(5):1407-1421 [Abstract(3532)]  [View PDF(7011)1.97 M]

Empirical Study of Code Smell Impact on Software Evolution ZHANG Xiao-Fang and ZHU Can 2019,30(5):1422-1437 [Abstract(3662)]  [View PDF(7378)1.95 M]

Reward of Reinforcement Learning of Test Optimization for Continuous Integration HE Liu-Liu, YANG Yang, LI Zheng and ZHAO Rui-Lian 2019,30(5):1438-1449 [Abstract(3898)]  [View PDF(8341)1.37 M]

Generation Method for Test Oracle Based on Sensitive Variables and Linear Perceptron MA Chun-Yan, LI Shang-Ru, WANG Hui-Chao, ZHANG Lei and ZHANG Tao 2019,30(5):1450-1463 [Abstract(3388)]  [View PDF(7146)1.47 M]

Second-order Mutant Reduction Based on SOM Neural Network SONG Li and LIU Jing 2019,30(5):1464-1480 [Abstract(3147)]  [View PDF(7069)1.66 M]

Approach to Searching Software Source Code with Graph Embedding LING Chun-Yang, ZOU Yan-Zhen, LIN Ze-Qi, XIE Bing and ZHAO Jun-Feng 2019,30(5):1481-1497 [Abstract(3629)]  [View PDF(7820)2.15 M]

Retrieval and Management Technology for Industrial-scale Massive Code LIU Zhi-Wei, XING Yong-Xu, YU Hao, LI Tao and ZHANG Xiao-Dong 2019,30(5):1498-1509 [Abstract(3517)]  [View PDF(7263)1.32 M]

Iterative-based Relational Model to Ontology Schema Matching Approach WANG Feng, WANG Ya-Sha, ZHAO Jun-Feng and CUI Da 2019,30(5):1510-1521 [Abstract(3316)]  [View PDF(6802)1.43 M]

Review Articles

Data Quality Problems in Software Development Activity Data TU Fei-Fei and ZHOU Ming-Hui 2019,30(5):1522-1531 [Abstract(3691)]  [View PDF(7376)1.19 M]

Special Issue's Articles

End User Data Query Construction Approach Based on Ontology Reasoning TANG Shuang, WANG Ya-Sha, ZHAO Jun-Feng, WANG Jiang-Tao and XIA Ding 2019,30(5):1532-1546 [Abstract(3420)]  [View PDF(6752)1.73 M]

Review Analysis Method Based on Support Vector Machine and Latent Dirichlet Allocation CHEN Qi, ZHANG Li, JIANG Jing and HUANG Xin-Yue 2019,30(5):1547-1560 [Abstract(3632)]  [View PDF(7633)1.42 M]

User Recommendation Algorithm Based on Multi-developer Community SHI Yu-Cen, YIN Ying, ZHAO Yu-Hai, ZHANG Bin and WANG Guo-Ren 2019,30(5):1561-1574 [Abstract(3550)]  [View PDF(7189)1.91 M]