Proposing a Formal Method to Reduce RTS Logical Model Complexity.
Francisco Supino MarcondesEmilia de Menezes ColoneseÍtalo Santiago VegaLuiz Alberto Vieira DiasPublished in: ITNG (2008)
Keyphrases
- statistical model
- cost function
- formal model
- sensitivity analysis
- modeling method
- theoretical analysis
- computational cost
- objective function
- study proposes
- probabilistic model
- input data
- prior knowledge
- linear model
- high accuracy
- mathematical model
- analytical model
- monte carlo simulation
- test data
- high order
- hybrid method
- significant improvement
- parameter estimation
- regression analysis
- classification method
- linear regression
- computational complexity
- closed form
- optimization method
- similarity measure
- network model
- evaluation method
- bayesian framework
- logical reasoning
- autoregressive
- optimization model
- hybrid model
- prior information
- classification algorithm
- tree structure
- computational model
- em algorithm
- preprocessing
- high level
- gaussian distribution
- parameter space
- clustering method
- dynamic programming
- markov model
- pairwise
- reconstruction method
- knowledge base
- genetic algorithm