A Model and Method for Detecting Errors in Data Sets.
Brendan MumeyPublished in: German Conference on Bioinformatics (1997)
Keyphrases
- mathematical model
- statistical model
- data sets
- input data
- cost function
- network model
- objective function
- parameter estimation
- prior knowledge
- test data
- similarity measure
- probabilistic model
- theoretical analysis
- evaluation method
- em algorithm
- detection method
- analytical model
- modeling method
- high order
- optimization method
- prediction model
- linear model
- hybrid method
- markov model
- synthetic data
- classification method
- energy function
- computational model
- significant improvement
- sensitivity analysis
- preprocessing
- study proposes
- high accuracy
- optimization model
- reconstruction method
- pairwise
- hybrid model
- bp neural network
- statistical methods
- tree structure
- segmentation method
- error analysis
- neural network
- computational complexity
- monte carlo simulation
- dynamic programming
- support vector machine
- gaussian distribution
- linear regression
- benchmark data sets
- closed form