Source Code Statement Classification using ANTLR and Random Forest
In software development, source code analysis is essential to maintain software. One of the
metrics used to assess software quality is software complexity, which can be calculated by …
metrics used to assess software quality is software complexity, which can be calculated by …
Machine Learning-Based Approach for Classifying the Source Code Using Programming Keywords
The implementation phase is one of the most critical periods in software development.
Developers build their source code or reuse old source code functionalities concerning the …
Developers build their source code or reuse old source code functionalities concerning the …
[PDF][PDF] [engineering paper] scc: Automatic classification of code snippets
Determining the programming language of a source code file has been considered in the
research community; it has been shown that Machine Learning (ML) and Natural Language …
research community; it has been shown that Machine Learning (ML) and Natural Language …
SCC: automatic classification of code snippets
Determining the programming language of a source code file has been considered in the
research community; it has been shown that Machine Learning (ML) and Natural Language …
research community; it has been shown that Machine Learning (ML) and Natural Language …
Scc++: Predicting the programming language of questions and snippets of stack overflow
Stack Overflow is the most popular Q&A website among software developers. As a platform
for knowledge sharing and acquisition, the questions posted on Stack Overflow usually …
for knowledge sharing and acquisition, the questions posted on Stack Overflow usually …
Comparison of image-based and text-based source code classification using deep learning
Source code classification (SCC) is a task to assign codes into different categories
according to a criterion such as according to their functionalities, programming languages or …
according to a criterion such as according to their functionalities, programming languages or …
Neural Network-based Approach for Source Code Classification to Enhance Software Maintainability and Reusability
M Ifham, BTGS Kumara… - 2021 From Innovation To …, 2021 - ieeexplore.ieee.org
One of the most essential resources in software development is a program's source code.
When a developer starts coding from scratch for each project, it takes more time and money …
When a developer starts coding from scratch for each project, it takes more time and money …
Automatically classifying source code using tree-based approaches
Analyzing source code to solve software engineering problems such as fault prediction, cost,
and effort estimation always receives attention of researchers as well as companies. The …
and effort estimation always receives attention of researchers as well as companies. The …
Source code classification using Neural Networks
S Gilda - 2017 14th international joint conference on computer …, 2017 - ieeexplore.ieee.org
Programming languages are the primary tools of the software development industry. As of
today, the programming language of the vast majority of the published source code is …
today, the programming language of the vast majority of the published source code is …
Ensemble learning approach to classify user defined functions in Java programs
M Ifham, B Kumara, E Ekanayake - … International Conference on …, 2021 - ieeexplore.ieee.org
Source code of a computer program is vital for any development in information technology
industry. Many experienced IT professionals reuse old source code functionalities in order to …
industry. Many experienced IT professionals reuse old source code functionalities in order to …