Optimization of Ground Penetrating Radar (GPR) Mixture Model in Road Pavement Density Data Analysis.
Helmi Zulhaidi Mohd ShafriRaja Syamsul Azmir Raja AbdullahMardeni RosleeRatnasamy MuniandyPublished in: IGARSS (3) (2008)
Keyphrases
- ground penetrating radar
- mixture model
- data analysis
- gaussian mixture model
- em algorithm
- road network
- probabilistic model
- model selection
- generative model
- expectation maximization
- density estimation
- maximum likelihood
- unsupervised learning
- language model
- mixture modeling
- gaussian mixture
- model based clustering
- data mining
- probability density
- dirichlet process
- machine learning
- dirichlet processes
- generalized em algorithm
- density function
- finite mixture model
- data sets
- probabilistic mixture model