An Abstract Syntax Tree Encoding Method for Cross-Project Defect Prediction

An Abstract Syntax Tree Encoding Method for Cross-Project Defect Prediction

In the last few years, with the development of deep learning theory, researchers have tried to introduce the method of artificial intelligence into the field of software defect prediction (SDP) to improve its prediction effect. To be fed into the neural network, the sample codes are represented as a...

Full description

Bibliographic Details
Main Authors: Ziyi Cai, Lu Lu, Shaojian Qiu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Software engineering
software defect prediction
cross project defect prediction
deep learning
continuous bag-of-word
transfer component algorithm
Online Access:https://ieeexplore.ieee.org/document/8901993/

Internet

https://ieeexplore.ieee.org/document/8901993/

Similar Items