Kamal Bashir

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 9

Top Topics

Highly Imbalanced

Imbalanced Datasets

Comparative Study

Software Defect Prediction

Top Venues

Int. J. Comput. Intell. Syst.

J. Multiple Valued Log. Soft Comput.

Publications

Kamal Bashir, Tianrui Li, Mahama Yahaya
A novel feature selection method based on maximum likelihood logistic regression for imbalanced learning in software defect prediction. Int. Arab J. Inf. Technol. 17 (5) (2020)
Kamal Bashir, Tianrui Li, Chubato Wondaferaw Yohannese, Mahama Yahaya
SMOTEFRIS-INFFC: Handling the challenge of borderline and noisy examples in imbalanced learning for software defect prediction. J. Intell. Fuzzy Syst. 38 (1) (2020)
Ahmed Saad Hussein, Tianrui Li, Chubato Wondaferaw Yohannese, Kamal Bashir
A-SMOTE: A New Preprocessing Approach for Highly Imbalanced Datasets by Improving SMOTE. Int. J. Comput. Intell. Syst. 12 (2) (2019)
Kamal Bashir, Tayseer Ali, Mahama Yahaya, Ahmed Saad Hussein
A Hybrid Data Preprocessing Technique based on Maximum Likelihood Logistic Regression with Filtering for Enhancing Software Defect Prediction. ISKE (2019)
Ahmed Saad Hussein, Tianrui Li, Chubato Wondaferaw Yohannese, Kamal Bashir
A Novel Hybrid Approach Based on Rough Set for Classification: An Empirical Comparative Study. J. Multiple Valued Log. Soft Comput. 33 (4-5) (2019)
Mahama Yahaya, Xinguo Jiang, Chuanyun Fu, Kamal Bashir, Wenbo Fan
Enhancing Crash Injury Severity Prediction on Imbalanced Crash Data by Sampling Technique with Variable Selection. ITSC (2019)
Chubato Wondaferaw Yohannese, Tianrui Li, Kamal Bashir
A Three-Stage Based Ensemble Learning for Improved Software Fault Prediction: An Empirical Comparative Study. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Kamal Bashir, Tianrui Li, Chubato Wondaferaw Yohannese
An Empirical Study for Enhanced Software Defect Prediction Using a Learning-Based Framework. Int. J. Comput. Intell. Syst. 12 (1) (2018)
Kamal Bashir, Tianrui Li, Chubato Wondaferaw Yohannese, Mahama Yahaya
Enhancing software defect prediction using supervised-learning based framework. ISKE (2017)