Aditya Ghose

DeepSoft: a vision for a deep model of software

2016

Although software analytics has experienced rapid growth as a research area, it has not yet reached its full potential for wide industrial adoption. Most of the existing work in software analytics still relies heavily on …

A deep tree-based model for software defect prediction

2018 · arXiv (Cornell University)

Defects are common in software systems and can potentially cause various problems to software users. Different methods have been developed to quickly predict the most likely locations of defects in large code bases. Most of …