Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters.
Mahmoud NabilMuhammad IsmailMohamed MahmoudMostafa Ali ShahinKhalid A. QaraqeErchin SerpedinPublished in: CoRR (2018)
Keyphrases
- hyperparameters
- model selection
- cross validation
- random sampling
- parameter settings
- closed form
- advanced metering infrastructure
- bayesian inference
- ambient intelligence
- bayesian framework
- variational bayes
- maximum likelihood
- em algorithm
- support vector
- prior information
- noise level
- conjugate priors
- sample size
- incremental learning
- bayesian methods
- data sets
- incomplete data
- prior knowledge
- posterior distribution
- multiscale
- computer vision