Bayesian-optimized Bidirectional LSTM Regression Model for Non-intrusive Load Monitoring.
Maria KaselimiNikolaos DoulamisAnastasios D. DoulamisAthanasios VoulodimosEftychios ProtopapadakisPublished in: ICASSP (2019)
Keyphrases
- regression model
- regression analysis
- gaussian process
- prediction model
- recurrent neural networks
- linear regression model
- generalized linear models
- support vector regression
- model selection
- linear model
- gaussian processes
- survival analysis
- bayesian inference
- regression methods
- kernel regression
- explanatory variables
- posterior probability
- regression trees
- posterior distribution
- response variable
- maximum likelihood
- bayesian networks
- prediction intervals
- locally weighted
- logistic regression models
- regression method
- generalized linear
- cross validation
- artificial neural networks
- neural network
- interval valued data