[PDF][PDF] Insights of effectivity analysis of learning-based approaches towards software defect prediction
D Rai, JA Prashant - International Journal of Electrical …, 2024 - pdfs.semanticscholar.org
Software defect prediction is one of the essential sets of operation towards mitigating issues
of risk management in software development known to contribute towards enhancing the …
of risk management in software development known to contribute towards enhancing the …
[图书][B] Articles in ITJEMAST 14 (1) 2023
B Witchayangkoon, AS Hassan - 2024 - books.google.com
Articles from International Transaction Journal of Engineering, Management, & Applied
Sciences & Technologies (ITJEMAST). ITJEMAST publishes a wide spectrum of research …
Sciences & Technologies (ITJEMAST). ITJEMAST publishes a wide spectrum of research …
Hybrid Genetic Algorithm and Machine Learning Approach for Software Reliability Assessment in Safety-Critical Systems
G Goyal, K Sharma, V Mittal, B Singla… - … in Technology and …, 2024 - ieeexplore.ieee.org
Software reliability is a paramount determinant of software quality. In this research paper, we
delve into utilizing Genetic Algorithms (GAs) for feature selection and classification. We …
delve into utilizing Genetic Algorithms (GAs) for feature selection and classification. We …
[PDF][PDF] Optimizing Software Defect Prediction: A Genetic Algorithm Based Comparative Analysis
M Ali - ijcis.com
Software quality assurance is a crucial activity during the initial stages of the
softwaredevelopment life cycle. Over the past two decades, various frameworks have been …
softwaredevelopment life cycle. Over the past two decades, various frameworks have been …
Machine Learning and Deep Learning Techniques to Predict Software Defects: A Bibliometric Analysis, Systematic Review, Challenges and Future Works
A Daza Vergaray, OG Apaza Pérez… - … Challenges and Future … - papers.ssrn.com
Abstract In Australia, approximately 66.00% of projects exceeded the programmed budget
and 33% were out of time, all of them due to software failures. The purpose of this study is to …
and 33% were out of time, all of them due to software failures. The purpose of this study is to …
Enhancing Software Reliability through Naive Bayes-based Defect Prediction
P Dhavakumar, K Lakshmikant - 2024 - researchsquare.com
Software defects can be costly to fix and can lead to reduced system reliability, decreased
user satisfaction, and increased development time. To mitigate these risks, software defect …
user satisfaction, and increased development time. To mitigate these risks, software defect …
[PDF][PDF] THE SYSTEMATIC REVIEW STUDY OF SIGNIFICANCE OF MACHINE LEARNING TECHNIQUES IN SOFTWARE DEFECT PREDICTION
A Kumar, MA Ansari - academia.edu
Software defects remain a critical challenge in the software development lifecycle, impacting
product quality, cost, and delivery time. Predicting and mitigating defects early in the …
product quality, cost, and delivery time. Predicting and mitigating defects early in the …