Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors.
D. Bastidas TorresC. Piñeros RodriguezDiego Hernán Peluffo-OrdóñezX. P. Blanco-ValenciaJavier Revelo-FuelagánMiguel A. BecerraAndrés Eduardo Castro-OspinaLeandro Leonardo Lorente-LeyvaPublished in: ACIIDS (1) (2019)
Keyphrases
- density estimation
- bayesian estimation
- case based reasoning systems
- nearest neighbor
- case based reasoning
- cbr systems
- case base
- parzen window
- mixture model
- density function
- probability density function
- knn
- data points
- training set
- posterior distribution
- decision boundary
- gaussian mixture model
- outlier detection
- distance function
- case retrieval
- high dimensional
- high dimensional data
- em algorithm
- probabilistic model
- data sets
- model selection
- expectation maximization
- graphical models
- probability distribution
- learning algorithm