Estimating Personalized Demand with Unobserved No-Purchases Using a Mixture Model: An Application in the Hotel Industry.
Sanghoon ChoMark E. FergusonPelin PekgünAndrew VakhutinskyPublished in: Manuf. Serv. Oper. Manag. (2023)
Keyphrases
- mixture model
- em algorithm
- gaussian mixture model
- probabilistic model
- density estimation
- generative model
- expectation maximization
- hidden variables
- maximum likelihood
- unsupervised learning
- language model
- e learning
- model selection
- gaussian mixture
- mixture modeling
- latent variables
- dirichlet processes
- probabilistic mixture model
- data sets
- active learning
- pairwise
- closed form
- probability density function
- decision trees
- mixture components
- gaussian densities