Optimization of Probabilistic Switching Models Based on a Two-Step Clustering Approach.
Hafsa IqbalDamian CampoGiulia SlavicLucio MarcenaroDavid Martín GómezCarlo S. RegazzoniPublished in: SiPS (2020)
Keyphrases
- probabilistic model
- statistical models
- optimization algorithm
- clustering algorithm
- k means
- self organizing maps
- clustering method
- global optimization
- experimental data
- parameter estimation
- machine learning
- statistical model
- information theoretic
- data clustering
- optimization process
- model selection
- least squares
- semi supervised
- prior knowledge
- uncertain data