Leveraging Active Learning for Failure Mode Acquisition.
Amol KulkarniJanis TerpennyVittaldas V. PrabhuPublished in: Sensors (2023)
Keyphrases
- failure modes
- active learning
- semi supervised
- fault tree
- random sampling
- machine learning
- learning strategies
- learning algorithm
- selective sampling
- training examples
- labeled data
- training set
- crowd sourced
- pool based active learning
- online learning
- supervised learning
- data acquisition
- learning process
- acquisition process
- lower bound
- active learning strategies
- active learner
- case study
- imbalanced data classification