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Author

Kamal Bashir

Institution: Karary University
ORCID: 0000-0002-1820-6010
Observed ORCID: 0000-0002-1820-6010
OpenAlex ID: A5024206271
A-SMOTE: A New Preprocessing Approach for Highly Imbalanced Datasets by Improving SMOTE
2019 · Ahmed Saad Hussein, Tianrui Li, et al. · International Journal of Computational Intelligence Systems · 105
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Enhancing Crash Injury Severity Prediction on Imbalanced Crash Data by Sampling Technique with Variable Selection
2019 · Mahama Yahaya, Xinguo Jiang, et al. · IEEE International Conference on Intelligent Transportation Systems (ITSC) · 38
Bayesian networks for imbalance data to investigate the contributing factors to fatal injury crashes on the Ghanaian highways
2020 · Mahama Yahaya, Runhua Guo, et al. · Accident Analysis & Prevention · 32
Enhancing software defect prediction using supervised-learning based framework
2017 · Kamal Bashir, Tianrui Li, et al. · International Conference on Intelligent Systems and Knowledge Engineering (ISKE) · 29
Ensemble-based model selection for imbalanced data to investigate the contributing factors to multiple fatality road crashes in Ghana
2020 · Mahama Yahaya, Runhua Guo, et al. · Accident Analysis & Prevention · 21
An Empirical Study for Enhanced Software Defect Prediction Using a Learning-Based Framework
2019 · Kamal Bashir, Tianrui Li, et al. · International Journal of Computational Intelligence Systems · 19
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SMOTEFRIS-INFFC: Handling the challenge of borderline and noisy examples in imbalanced learning for software defect prediction
2019 · Kamal Bashir, Tianrui Li, et al. · Journal of Intelligent & Fuzzy Systems · 17
A Three-Stage Based Ensemble Learning for Improved Software Fault Prediction: An Empirical Comparative Study
2018 · Chubato Wondaferaw Yohannese, Tianrui Li, et al. · International Journal of Computational Intelligence Systems · 17
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A Novel Feature Selection Method Based on Maximum Likelihood Logistic Regression for Imbalanced Learning in Software Defect Prediction
2020 · Kamal Bashir, Tianrui Li, et al. · The International Arab Journal of Information Technology · 12
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A Hybrid Data Preprocessing Technique based on Maximum Likelihood Logistic Regression with Filtering for Enhancing Software Defect Prediction
2019 · Kamal Bashir, Tayseer Ali, et al. · International Conference on Intelligent Systems and Knowledge Engineering (ISKE) · 6
A Novel Resampling Technique for Imbalanced Classification in Software Defect Prediction by a re-sampling method with filtering
2025 · Kamal Bashir, Mohamed Mosadag · Conclusions in Engineering · 4
ABL-SMOTE: A Novel Resampling Method by Handling Noisy and Borderline Challenge for Imbalanced Dataset for Software Defect Prediction
2025 · Kamal Bashir, Sara Abdelwahab Ghorashi, et al. · IEEE Access · 4
A novel preprocessing approach for imbalanced learning in software defect prediction
2018 · Kamal Bashir, Tianrui Li, et al. · Data Science and Knowledge Engineering for Sensing Decision Support · 4
Software fault prediction using data reduction approaches
2018 · Chubato Wondaferaw Yohannese, Tianrui Li, et al. · Data Science and Knowledge Engineering for Sensing Decision Support · 4
A modified adaptive synthetic sampling method for learning imbalanced datasets
2020 · Ahmed Saad Hussein, Tianrui Li, et al. · Developments of Artificial Intelligence Technologies in Computation and Robotics · 3
Early Detection of Chronic Kidney Disease (CKD)Using Machine Learning Algorithms
2025 · Waleed Khalil, Kamal Bashir, et al. · East Journal of Computer Science · 2
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A Comparative Analysis for the Performance of LFW and ORL Databases in Facial Recognition
2025 · Mohamed Mosadag, Mohammed Ahmed Mohammed, et al. · Conclusions in Engineering · 2
An Enhanced Feature Selection Approach for Breast Cancer Prediction Using a Hybrid Framework
2024 · Kamal Bashir, Saied Pirasteh, et al. · Journal of Karary University for Engineering and Science · 1
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Classifying of Isolated Handwritten Arabic Characters (on-line) Using Machine Learning Methods
2024 · Mohamed Mosadag Albadawi, Kamal Bashir, et al. · Journal of Karary University for Engineering and Science · 1
Mammogram Images Classification Using Linear Discriminant Analysis Technique and K-Nearest Neighbor Technique: A Comparative Study
2025 · Waleed Mohammed, Ibrahim Mohammed, et al. · Journal of Karary University for Engineering and Science
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A Novel Hybrid Approach Based on Rough Set for Classification: An Empirical Comparative Study.
2019 · Ahmed Saad Hussein, Tianrui Li, et al. · J. Multiple Valued Log. Soft Comput.
Works count: 21
Citation count: 321
H-index: 9
I10-index: 9
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