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- Vol. 4 Issue 6
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Optimized Fuzzy Classifier Approach for Predicting Defects
Authors
1Asst Prof. Department of Computer Science Engineering Vishwakarma Institute of Technology, Pune, Maharashtra, India. 234 Students, Department of Computer Science Engineering, Vishwakarma Institute of Technology, Pune, Maharashtra, India.
Article Information
- DOI
- No DOI
- Published In
- Volume 4, Issue 6 (2024)
- Published Online
- November-December 2024
- Pages
- 07-10
- Article Type
- Review Article
- Check for updates
- No DOI available for cross-reference
References
1. Arshad, A., et al.: The empirical study of semi-supervised deep fuzzy C-mean clustering for software fault prediction. IEEE Access 6,
47047–54706 (2018).
2. Bal, P.R., Kumar, S.: WR-elm: Weighted regularization extreme learning machine for imbalance learning in software fault prediction.
IEEE Trans. Reliab. 69(4), 1355–1375
3. Borandag, E.: Software fault prediction using an RNN-based deep learning approach and ensemble machine learning techniques. Appl.
Sci. 13(3), 1639 (2023)
4. Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: SMOTE: synthetic minority over-sampling technique. J. Art. Intell. Res. 16,
321–357 (2002)
5. Desuky, A.S., Hussain, S.: An improved hybrid approach for handling class imbalance problem. Arab. J. Sci. Eng. 46, 3853–3864 (2021)
6. Guyon, I., Elisseeff, A.: An introduction to variable and feature selection. J. Mach. Learn. Res. 3, 1157–1182 (2003
47047–54706 (2018).
2. Bal, P.R., Kumar, S.: WR-elm: Weighted regularization extreme learning machine for imbalance learning in software fault prediction.
IEEE Trans. Reliab. 69(4), 1355–1375
3. Borandag, E.: Software fault prediction using an RNN-based deep learning approach and ensemble machine learning techniques. Appl.
Sci. 13(3), 1639 (2023)
4. Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: SMOTE: synthetic minority over-sampling technique. J. Art. Intell. Res. 16,
321–357 (2002)
5. Desuky, A.S., Hussain, S.: An improved hybrid approach for handling class imbalance problem. Arab. J. Sci. Eng. 46, 3853–3864 (2021)
6. Guyon, I., Elisseeff, A.: An introduction to variable and feature selection. J. Mach. Learn. Res. 3, 1157–1182 (2003
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