Mahama Yahaya

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 5

Top Topics

Maximum Likelihood

Software Defect Prediction

Variable Selection

Fold Cross Validation

Top Venues

J. Intell. Fuzzy Syst.

Int. Arab J. Inf. Technol.

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)
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)
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)
Kamal Bashir, Tianrui Li, Chubato Wondaferaw Yohannese, Mahama Yahaya
Enhancing software defect prediction using supervised-learning based framework. ISKE (2017)