Method of developing the behavior models in form of states diagram for complex information systems.
Dmytro V. FedasyukSerhiy VolochiyPublished in: CSIT (2015)
Keyphrases
- high precision
- probabilistic model
- high accuracy
- computational cost
- prior knowledge
- information systems
- cost function
- dynamic programming
- synthetic data
- classification accuracy
- significant improvement
- parameter estimation
- machine learning methods
- statistical model
- detection method
- hidden markov models
- maximum likelihood
- support vector machine svm
- similarity measure
- clustering method
- preprocessing
- evolutionary algorithm
- complex systems
- experimental evaluation
- classification method
- machine learning
- statistical methods
- linear regression
- autoregressive