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Szymon Stradowski
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Year
Exploring the challenges in software testing of the 5G system at Nokia: A survey
S Stradowski, L Madeyski
Information and Software Technology 153, 107067, 2023
182023
Machine learning in software defect prediction: A business-driven systematic mapping study
S Stradowski, L Madeyski
Information and Software Technology 155, 107128, 2023
142023
Industrial applications of software defect prediction using machine learning: A business-driven systematic literature review
S Stradowski, L Madeyski
Information and Software Technology 159, 107192, 2023
112023
Bridging the Gap Between Academia and Industry in Machine Learning Software Defect Prediction: Thirteen Considerations
S Stradowski, L Madeyski
2023 38th IEEE/ACM International Conference on Automated Software …, 2023
32023
Can we Knapsack Software Defect Prediction? Nokia 5G Case
S Stradowski, L Madeyski
2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023
32023
Costs and Benefits of Machine Learning Software Defect Prediction: Industrial Case Study
S Stradowski, L Madeyski
Companion Proceedings of the 32nd ACM International Conference on the …, 2024
12024
Predicting Test Failures Induced by Software Defects: A Lightweight Alternative to Software Defect Prediction and its Industrial Application
L Madeyski, S Stradowski
12024
Interpretability/Explainability applied to Machine Learning Software Defect Prediction: Industrial Perspective
S Stradowski, L Madeyski
2024
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