A literature review of using machine learning in software development life cycle stages
The software engineering community is rapidly adopting machine learning for transitioning
modern-day software towards highly intelligent and self-learning systems. However, the …
modern-day software towards highly intelligent and self-learning systems. However, the …
A survey on machine learning techniques for source code analysis
The advancements in machine learning techniques have encouraged researchers to apply
these techniques to a myriad of software engineering tasks that use source code analysis …
these techniques to a myriad of software engineering tasks that use source code analysis …
A novel approach for code smell detection: an empirical study
Code smells detection helps in improving understandability and maintainability of software
while reducing the chances of system failure. In this study, six machine learning algorithms …
while reducing the chances of system failure. In this study, six machine learning algorithms …
Extraction of prediction rules of code smell using decision tree algorithm
PS Yadav, S Dewangan, RS Rao - 2021 10th international …, 2021 - ieeexplore.ieee.org
Code Smell is a set of information of a source code that indicates any serious problem in the
software. To detect the code smell prediction rule, we have applied a Decision tree …
software. To detect the code smell prediction rule, we have applied a Decision tree …
Human-level ordinal maintainability prediction based on static code metrics
M Schnappinger, A Fietzke, A Pretschner - Proceedings of the 25th …, 2021 - dl.acm.org
One of the greatest challenges in software quality control is the efficient and effective
measurement of maintainability. Thorough expert assessments are precise yet slow and …
measurement of maintainability. Thorough expert assessments are precise yet slow and …
Predicting Program Code Changes Using a CNN Model
DK Kim - Journal of the Korea Convergence Society, 2021 - koreascience.kr
A software system is required to change during its life cycle due to various requirements
such as adding functionalities, fixing bugs, and adjusting to new computing environments …
such as adding functionalities, fixing bugs, and adjusting to new computing environments …
Design patterns discovery in source code: Novel technique using substring match
The role of design pattern mining is a very significant strategy of re-engineering as with the
help of detection one could easily understand complex systems. Of course, identifying a …
help of detection one could easily understand complex systems. Of course, identifying a …
[PDF][PDF] A Novel Approach for Code Smell Detection: An Empirical Study
M GUPTA - academia.edu
Code smells detection helps in improving understandability and maintainability of software
while reducing the chances of system failure. In this study, six machine learning algorithms …
while reducing the chances of system failure. In this study, six machine learning algorithms …