Sequential boundary eigenvalue destabilisation (SeBEDes): An expert method for parameter screening and estimation in complex ecosystem models.
Roger Allan CroppIrene M. MorozJohn NorburyPublished in: Environ. Model. Softw. (2017)
Keyphrases
- high accuracy
- complex systems
- cost function
- probabilistic model
- parameter estimation
- significant improvement
- high precision
- linear model
- pairwise
- monte carlo simulation
- machine learning methods
- model selection
- dynamic programming
- statistical model
- support vector machine svm
- prediction model
- prior knowledge
- estimation algorithm
- modeling method
- neural network
- statistical methods
- parameters estimation
- data sets
- computationally efficient
- em algorithm
- least squares
- k means
- feature space
- preprocessing
- feature extraction
- learning algorithm