A two-stage maximum entropy approach for time series regression.
Pedro MacedoPublished in: Commun. Stat. Simul. Comput. (2024)
Keyphrases
- maximum entropy
- multi variate
- maximum entropy principle
- markov models
- regression model
- maximum entropy discrimination
- maximum entropy model
- random fields
- probabilistic logic
- transformation based learning
- linear regression
- support vector
- minimum cross entropy
- iterative scaling
- class conditional
- conditional random fields
- principle of maximum entropy
- training data
- support vector regression
- model selection
- graphical models
- hidden markov models
- data clustering
- non stationary