An Empirical Study on Software Defect Prediction Using CodeBERT Model

Cost-Sensitive and Sparse Ladder Network for Software Defect Prediction

(2020) Jing SUN et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Software defect prediction via LSTM

(2020) Jiehan Deng et al.   IET Software

An Approach to Semantic and Structural Features Learning for Software Defect Prediction

(2020) Shi Meilong et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

PathPair2Vec: An AST path pair-based code representation method for defect prediction

(2020) Ke Shi et al.   Journal of Computer Languages

An Improved CNN Model for Within-Project Software Defect Prediction

(2019) Pan et al.   Applied Sciences-Basel

Deep learning based software defect prediction

(2019) Lei Qiao et al.   NEUROCOMPUTING

SLDeep: Statement-level software defect prediction using deep-learning model on static code features

(2019) Amirabbas Majd et al.   EXPERT SYSTEMS WITH APPLICATIONS

Software defect prediction using stacked denoising autoencoders and two-stage ensemble learning

(2018) Haonan Tong et al.   INFORMATION AND SOFTWARE TECHNOLOGY

A Survey of Machine Learning for Big Code and Naturalness

(2018) Miltiadis Allamanis et al.   ACM COMPUTING SURVEYS

Deep learning

(2015) Yann LeCun et al.   NATURE

Defect prediction from static code features: current results, limitations, new approaches

(2010) Tim Menzies et al.   Automated Software Engineering