Identification of Thermal Model of Power Module Using Expectation-Maximization Algorithm.
Jakub SevcikVáclav SmídlMartin VotavaPublished in: IECON (2019)
Keyphrases
- expectation maximization
- em algorithm
- probabilistic model
- mathematical model
- parameter estimation
- cost function
- objective function
- final result
- estimation algorithm
- k means
- bayesian framework
- recognition algorithm
- theoretical analysis
- input data
- learning algorithm
- algorithm employs
- selection algorithm
- np hard
- optimization model
- detection algorithm
- gaussian mixture
- optimization algorithm
- similarity measure
- closed form
- gaussian mixture model
- identification rate
- matching algorithm
- classification algorithm
- segmentation algorithm
- search space
- optimal solution
- image processing
- optimization method
- energy function
- probability density function
- density estimation
- generative model
- dynamic programming
- preprocessing
- computational complexity
- model based clustering