A stochastic expectation-maximization algorithm for the analysis of system lifetime data with known signature.
Yandan YangHon Keung Tony NgNarayanaswamy BalakrishnanPublished in: Comput. Stat. (2016)
Keyphrases
- expectation maximization
- data analysis
- noisy data
- em algorithm
- statistical analysis
- input data
- learning algorithm
- worst case
- data sets
- data collection
- data reduction
- detection algorithm
- training data
- k means
- spatial data
- synthetic datasets
- matching algorithm
- synthetic data
- preprocessing
- database
- maximum likelihood
- knowledge discovery
- data acquisition
- data sources
- prior knowledge
- computational complexity
- monte carlo
- data mining techniques
- data distribution
- data structure
- spectral clustering
- cost function
- incomplete data
- gaussian mixture
- information loss
- similarity measure