1. How to submit my research paper? What’s the process of publication of my paper?
The journal receives submitted manuscripts via email only. Please submit your research paper in .doc or .pdf format to the submission email: jait@etpub.com.
2.Can I submit an abstract?
The journal publishes full research papers. So only full paper submission should be considered for possible publication. Papers with insufficient content may be rejected as well, make sure your paper is sufficient enough to be published...[Read More]

Study on Residual Defect Prediction using Multiple Technologies

Wanjiang. Han1, Lixin. Jiang2, Tianbo. Lu3, Xiaoyan. Zhang,3, and Sun Yi3
1. School Of Software Engineering, Beijing University of Posts and Telecommunication, Beijing, ChinaRiyadh, Saudi Arabia
2. Department of Emergency Response, China Earthquake Networks Center, Beijing, China
3. School Of Software Engineering, Beijing University of Posts and Telecommunication, Beijing, China
Abstract— Finding defects in a software system is not easy. Effective detection of software defects is an important activity of software development process. In this paper, we propose an approach to predict residual defects, which applies machine learning algorithms (classifiers) and defect distribution model. This approach includes two steps. Firstly, use machine learning Algorithms to get defect classification table, then confirm the defect distribution trend referring to several distribution models. Experiment results on a GUI project show that the approach can effectively improve the accuracy of defect prediction and be used for test planning and implementation.

Index Terms— residual defect prediction, defect distribution model, software defect classification, defect trend, classifiers

Cite: Wanjiang. Han, Lixin. Jiang, Tianbo. Lu,Xiaoyan. Zhang, Sun Yi " Study on Residual Defect Prediction using Multiple Technologies, Vol. 5, No. 3, pp. 79-85, August, 2014.doi: doi:10.4304/jait.5.3.79-85
Copyright © 2013-2016 Journal of Advances in Information Technology, All Rights Reserved
E-mail: jait@etpub.com