Computer Science ›› 2017, Vol. 44 ›› Issue (4): 229-233.doi: 10.11896/j.issn.1002-137X.2017.04.049
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GAN Lu, ZANG Lie and LI Hang
| [1] LIANG C C,ZHANG D Y,LIN H J.Integrated Research ofSoftware Defect[J].Computer Engineering,2006,32(19):88-90.(in Chinese) 梁成才,章代雨,林海静.软件缺陷的综合研究[J].计算机工程,2006,32(19):88-90. [2] NAGAPPAN N,BALL T,ZELLER A.Mining metrics to predict component failures[C]∥Proceedings of the 28th International Conference on Software Engineering.ACM,2006:452-461. [3] KIM S,ZIMMERMANN T,W HITEHEAD JR E J,et al.Predicting faults from cached history[C]∥Proceedings of the 29th International Conference on Software Engineering.IEEE Computer Society,2007:489-498. [4] ZIMMERMANN T,NAGAPPAN N.Predicting defects usingnetwork analysis on dependency graphs[C]∥Proceedings of the 30th International Conference on Software Engineering.ACM,2008:531-540. [5] MENZIES T,MILTON Z,TURHAN B,et al.Defect prediction from static code features:current results,limitations,new approaches[J].Automated Software Engineering,2010,17(4):375-407. [6] CHEN X,GU Q,LIU W S,et al.Research on Static software defect prediction method [J].Journal of Software,2016,27(1):1-25.(in Chinese) 陈翔,顾庆,刘望舒,等.静态软件缺陷预测方法研究[J].软件学报,2016,27(1):1-25. [7] ELISH K O,ELISH M O.Predicting defect-prone software mo-dules using support vector machines[J].Journal of Systems and Software,2008,81(5):649-660. [8] JINDAL R,MALHOTRA R,JAIN A.Software defect predic-tion using neural networks[C]∥ International Conference on Reliability,INFOCOM Technologies and Optimization.2014:1-6. [9] GE H H,JIN C,YE J M.Software Defect Prediction ModelBased on Particle Swarm Optimization and Na ve Bayes[J].Computer Engineering,2011,37(12):36-37.(in Chinese) 葛贺贺,金聪,叶俊民.基于PSO和朴素贝叶斯的软件缺陷预测模型[J].计算机工程,2011,37(12):36-37. [10] SUN Z J,XUE L,XU Y M,et al.Overview of Deep Learning[J].Application Research of Computers,2012,29(8):2806-2810.(in Chinese) 孙志军,薛磊,许阳明,等.深度学习研究综述[J].计算机应用研究,2012,29(8):2806-2810. [11] FISCHER A,IGEL C.An introduction to restricted Boltzmann machines[M]∥Progress in Pattern Recognition,Image Analysis,Computer Vision,and Applications.Springer Berlin Heidelberg,2012:14-36 [12] HINTON G E,OSINDERO S,TEH Y W.A fast learning algorithm for deep belief nets[J].Neural Computation,2006,18(7):1527-1554 [13] WANG S,LIU T,TAN L.Automatically learning semantic features for defect prediction[C]∥International Conference on Software Engineering.ACM,2016:297-308. [14] YANG X,LO D,XIA X,et al.Deep Learning for Just-In-Time Defect Prediction[C]∥2015 IEEE International Conference on Software Quality,Reliability and Security (QRS).IEEE,2015:17-26. [15] SCHLKOPF B,PLATT J,HOFMANN T.Greedy Layer-Wise Training of Deep Networks[C]∥Conference on Advances in Neural Information Processing Systems.MIT Press,2007:153-160. |
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