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Nasraldeen Alnor Adam Khleel

Observed names: Alnor Adam Khleel Nasraldeen, Khleel, Nasraldeen Alnor Adam, Nasraldeen A. A. Khleel, Nasraldeen Khleel
Observed institution: University of Miskolc
ORCID: 0000-0003-1093-8732
Observed ORCID: 0000-0003-1093-8732
OpenAlex ID: A5087326689
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method
2023 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Journal of Intelligent Information Systems · 89
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Software defect prediction using a bidirectional LSTM network combined with oversampling techniques
2023 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Cluster Computing · 87
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Modeling of groundwater quality index by using artificial intelligence algorithms in northern Khartoum State, Sudan
2022 · Musaab A. A. Mohammed, Nasraldeen A. A. Khleel, et al. · Modeling Earth Systems and Environment · 55
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Improving accuracy of code smells detection using machine learning with data balancing techniques
2024 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · The Journal of Supercomputing · 35
Deep convolutional neural network model for bad code smells detection based on oversampling method
2022 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Indonesian Journal of Electrical Engineering and Computer Science · 28
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Ensemble-Based Machine Learning Algorithms Combined with Near Miss Method for Software Bug Prediction
2025 · Nasraldeen Alnor Adam Khleel, Károly Nehéz, et al. · The International journal of networked and distributed computing · 23
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Comprehensive Study on Machine Learning Techniques for Software Bug Prediction
2021 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · International Journal of Advanced Computer Science and Applications · 22
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Detection of code smells using machine learning techniques combined with data-balancing methods
2023 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · International Journal of Advances in Intelligent Informatics · 20
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A new approach to software defect prediction based on convolutional neural network and bidirectional long short-term memory
2022 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Production Systems and Information Engineering · 13
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A Novel Approach for Software Defect Prediction using CNN and GRU Based on SMOTE Tomek Method
2022 · Nasraldeen Khleel, Károly Nehéz · Research Square · 9
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Development of Artificial intelligence model with aid of statistical methods for simulation of water quality indices in north Khartoum area, Sudan
2022 · Musaab A. A. Mohammed, Nasraldeen A. A. Khleel, et al. · Research Square · 9
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Comparison of version control system tools
2020 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Multidiszciplináris Tudományok · 8
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Improving the accuracy of recurrent neural networks models in predicting software bug based on undersampling methods
2023 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Indonesian Journal of Electrical Engineering and Computer Science · 7
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Tools, processes and factors influencing of code review
2020 · Károly Nehéz, Nasraldeen Alnor Adam Khleel · Multidiszciplináris Tudományok · 5
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Optimizing LSTM for Code Smell Detection: The Role of Data Balancing
2024 · Alnor Adam Khleel Nasraldeen, Károly Nehéz · Híradástechnika/Infocommunications journal · 2
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A Novel Approach for Software Defect Prediction using CNN and GRU Based on SMOTE Tomek Method
2022 · Nasraldeen Khleel · Research Square · 2
Detection of God Class and Data Class code smells based on an automatic machine learning tool
2025 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · International Conference on Formal Methods and Foundations of Artificial Intelligence · 1
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Improving Accuracy of Code Smells Detection with Data Balancing Techniques
2022 · Nasraldeen Alnor Adam Khleel · Research Square · 1
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Merging problems in modern version control systems
2020 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Multidiszciplináris Tudományok · 1
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A structured overview and empirical evaluation of fine-tuning pre-trained transformer models for software defect prediction
2026 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · International Journal of Data Science and Analytics
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Fine-Tuning DistilBERT: A Pre-Trained Transformer Model for Software Defect Prediction
2026 · Nasraldeen Alnor Adam Khleel, Károly Nehéz · Atlantis highlights in social sciences, education and humanities/Atlantis Highlights in Social Sciences, Education and Humanities
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Works count: 22
Citation count: 417
H-index: 9
I10-index: 9
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