Identifying Erroneous Software Changes through Self-Supervised Contrastive Learning on Time Series Data.
Xuanrun WangKanglin YinQianyu OuyangXidao WenShenglin ZhangWenchi ZhangLi CaoJiuxue HanXing JinDan PeiPublished in: ISSRE (2022)
Keyphrases
- reinforcement learning
- learning process
- software systems
- knowledge acquisition
- data sets
- active learning
- learning problems
- learning systems
- neural network
- expert systems
- data analysis
- prior knowledge
- software engineering
- learning scheme
- artificial intelligence
- inductive learning
- learning algorithm
- genetic algorithm
- incremental learning
- educational software
- inductive inference
- learning community
- software architecture
- empirical studies
- software development
- supervised learning
- mobile robot
- website