Deep Learning for Just-In-Time Defect Prediction

• Main Authors: YANG, Xinli, David LO, XIA, Xin, ZHANG, Yun, SUN, Jianling
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: Cost Effectiveness; Deep Belief Network; Deep Learning; Just-In-Time Defect Prediction; Numerical Analysis and Scientific Computing; Software Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/3096; https://ink.library.smu.edu.sg/context/sis_research/article/4096/viewcontent/Deep_Learning_JIT_2015_av.pdf
• Institution: Singapore Management University

Defect prediction is a very meaningful topic, particularly at change-level. Change-level defect prediction, which is also referred as just-in-time defect prediction, could not only ensure software quality in the development process, but also make the developers check and fix the defects in time. Now...