Apr 13, 2023 · In this work, we have implemented three different word embeddings intending to extract numeric vectors for the refactoring prediction model.
Apr 13, 2023 · It can figure out what a word means in the context of a document. Authors [13] have used the Word embedding technique for finding the defect ...
Automatic Identification of Class Level Refactoring Using Abstract Syntax Tree and Embedding Technique ... using machine learning techniques. In ...
A new code embedding method based on adding class level to the abstract syntax tree. •. Detection of the refactoring requirements with code history and deep ...
Automatic Identification of Class Level Refactoring Using Abstract Syntax Tree and Embedding Technique. Rasmita Panigrahi, Sanjay K. Kuanar, Lov Kumar.
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Abstract—The use of machine learning to automate the detec- tion of refactoring candidates is a rapidly evolving research area.
Apr 25, 2024 · Automatic Identification of Class Level Refactoring Using Abstract Syntax Tree and Embedding Technique. ... Technique and SMOTE to Improve ...
We introduce a novel class-level abstract syntax tree-based code embedding method for code analysis. ... The vast majority of existing refactoring detection ...
Apr 25, 2024 · Automatic Identification of Class Level Refactoring Using Abstract Syntax Tree and Embedding Technique. ... Technique and SMOTE to Improve ...
Jul 7, 2024 · The paper proposes an automated refactoring model using word embeddings and data sampling techniques to enhance predictive capability, aiding in ...