Software defect prediction using fuzzy integral fusion based on GA-FM

EDP Sciences - Tập 19 Số 5 - Trang 405-408 - 2014
Kewen Li1, Chenxi Chen1, Wenying Liu1, Fang Xu1, Qinghua Lu1
1College of Computer and Communication Engineering, China University of Petroleum, Qingdao, Shandong, China

Tóm tắt

Từ khóa


Tài liệu tham khảo

Paksoya A, Goktiirka M. Information fusion with Dempster-Shafer evidence theory for software defect prediction [J]. Procedia Computer Science, 2011, 3: 600–605.

Kitchenham B. Towards a constructive quality model: Software quality modeling, measurement and prediction [J]. Software Quality Journal, 1987, 2(4): 105–113.

Wang Q, Wu S J, Li M S. Software defect prediction technology [J]. Journal of Software, 2008, 19(7):1565–1580 (Ch).

Farid Md D, Zhang L. Hybrid decision tree and naive Bayes classifiers for multi-class classification tasks [J]. Expert Systems with Applications, 2014, 41(4):1937–1946.

Zadeh L A. Fuzzy sets[J]. Information and Control, 1965, 8(3): 338–353.

Sugeno M. Theory of Fuzzy Integrals and Its Applications[M]. Tokyo: Tokyo Institute of Technology, 1974.

Kuncheva L I, Bezdek J C, Duin R P W. Decision templates for multiple classifier fusion: An experimental comparison [J]. Pattern Recognition, 2001, 34(2):299–314.

Jin C, Jin S W. Applications of fuzzy integrals for predicting software fault-prone [J]. Journal of Intelligent and Fuzzy System, 2014, 26(2):721–729.

Fawcett T. An introduction to ROC analysis [J]. Pattern Recognition Letters, 2006, 27(8):861–874.

Ma Ying. Software Defect Prediction Research Based on Machine Learning [D]. Chengdu: University of Electronic Science and Technology of China, 2012(Ch).