MML Mixture Models of Heterogeneous Poisson Processes with Uniform Outliers for Bridge Deterioration.
T. MaheswaranJ. G. SanjayanDavid L. DowePeter J. TanPublished in: Australian Conference on Artificial Intelligence (2006)
Keyphrases
- mixture model
- poisson processes
- poisson process
- gaussian mixture model
- model selection
- density estimation
- em algorithm
- probabilistic model
- generative model
- maximum likelihood
- language model
- unsupervised learning
- outlier detection
- expectation maximization
- data points
- missing data
- mixture modeling
- arrival rate
- cross validation
- automatic model selection