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(2537)]  [View PDF(4325)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(4808)]  [View PDF(9258)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(2537)]  [View PDF(4560)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(2926)]  [View PDF(7500)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(2760)]  [View PDF(5491)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(2856)]  [View PDF(5373)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(4102)]  [View PDF(7977)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(3304)]  [View PDF(5994)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(2903)]  [View PDF(5862)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(3559)]  [View PDF(5351)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(3519)]  [View PDF(6346)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(2721)]  [View PDF(6229)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(2622)]  [View PDF(5128)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(2724)]  [View PDF(4822)1.97 M]

Empirical Study of Code Smell Impact on Software Evolution ZHANG Xiao-Fang and ZHU Can 2019,30(5):1422-1437 [Abstract(2837)]  [View PDF(5228)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(2978)]  [View PDF(6178)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(2583)]  [View PDF(5063)1.47 M]

Second-order Mutant Reduction Based on SOM Neural Network SONG Li and LIU Jing 2019,30(5):1464-1480 [Abstract(2380)]  [View PDF(5046)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(2796)]  [View PDF(5694)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(2722)]  [View PDF(5429)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(2543)]  [View PDF(4749)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(2957)]  [View PDF(5441)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(2748)]  [View PDF(4764)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(2917)]  [View PDF(5493)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(2691)]  [View PDF(5227)1.91 M]