Challenges in leveraging existing human performance data for quantifying the IDHEAS HRA method.
Huafei LiaoKatrina M. GrothSusan Stevens-AdamsPublished in: Reliab. Eng. Syst. Saf. (2015)
Keyphrases
- synthetic data
- test data
- input data
- data sets
- information loss
- prior knowledge
- statistical methods
- data processing
- high quality
- correlation analysis
- missing data
- objective function
- data collection
- computational complexity
- raw data
- database
- pairwise
- detection method
- real world
- data quality
- original data
- high dimensional data
- training samples
- high accuracy
- knowledge discovery
- end users
- computational cost
- cost function
- significant improvement
- clustering method
- data structure
- data distribution
- support vector machine
- missing values
- similarity measure
- human experts
- motion capture data