Kamal Bashir

A-SMOTE: A New Preprocessing Approach for Highly Imbalanced Datasets by Improving SMOTE

Ahmed Saad Hussein, Tianrui Li, Chubato Wondaferaw Yohannese et al. · International Journal of Computational Intelligence Systems · 2019 · 75 citations · Full text

Enhancing software defect prediction using supervised-learning based framework

Kamal Bashir, Tianrui Li, Chubato Wondaferaw Yohannese et al. · 2017 · 29 citations

Software Maintenance, Engineering, Machine Learning +20

Bayesian networks for imbalance data to investigate the contributing factors to fatal injury crashes on the Ghanaian highways

Mahama Yahaya, Runhua Guo, Wenbo Fan et al. · Accident Analysis & Prevention · 2020 · 29 citations

Bayesian Statistics, Engineering, Data Science +12

Enhancing Crash Injury Severity Prediction on Imbalanced Crash Data by Sampling Technique with Variable Selection

Mahama Yahaya, Xinguo Jiang, Chuanyun Fu et al. · 2019 · 26 citations

Engineering, Machine Learning, Rare Event Estimation +22

Ensemble-based model selection for imbalanced data to investigate the contributing factors to multiple fatality road crashes in Ghana

Mahama Yahaya, Runhua Guo, Xinguo Jiang et al. · Accident Analysis & Prevention · 2020 · 19 citations

Imbalanced Data, Engineering, Data Science +10