Method for estimating hidden structures determined by unidentifiable state-space models and time-series data based on the Groebner basis.
Mizuka KomatsuTakaharu YaguchiPublished in: CoRR (2020)
Keyphrases
- prior knowledge
- probabilistic model
- detection method
- state space
- significant improvement
- high accuracy
- dynamic programming
- parameter estimation
- linear model
- clustering method
- similarity measure
- monte carlo simulation
- machine learning methods
- dynamical systems
- synthetic data
- model selection
- experimental evaluation
- cost function
- preprocessing
- medical images
- pairwise
- statistical model
- computational complexity
- objective function
- bayesian framework
- prediction model
- reinforcement learning
- data sets
- modeling method