Applications of statistical causal inference in software engineering
J Siebert - Information and Software Technology, 2023 - Elsevier
Context: The aim of statistical causal inference (SCI) methods is to estimate causal effects
from observational data (ie, when randomized controlled trials are not possible). In this …
from observational data (ie, when randomized controlled trials are not possible). In this …
SituRepair: Incorporating machine-learning fault class prediction to inform situational multiple fault automatic program repair
M Valueian, M Vahidi-Asl, A Khalilian - International Journal of Critical …, 2022 - Elsevier
Automatic program repair (APR) is an active research area, in which the problem is to
discover a solution for a given faulty program that fixes the fault. As yet, a myriad of APR …
discover a solution for a given faulty program that fixes the fault. As yet, a myriad of APR …
Search-Based Automated Program Repair: A Survey
S Zhang, D Li, M Zhao, H Li… - 2024 IEEE 24th …, 2024 - ieeexplore.ieee.org
This paper presents a review of state-of-the-art search-based automated program repair
techniques, which are crucial for efficiently and accurately fixing bugs and vulnerabilities in …
techniques, which are crucial for efficiently and accurately fixing bugs and vulnerabilities in …