Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters.
Mahmoud NabilMuhammad IsmailMohamed MahmoudMostafa Ali ShahinKhalid A. QaraqeErchin SerpedinPublished in: ICPR (2018)
Keyphrases
- hyperparameters
- model selection
- advanced metering infrastructure
- random sampling
- ambient intelligence
- closed form
- cross validation
- em algorithm
- variational bayes
- bayesian framework
- support vector
- bayesian inference
- maximum likelihood
- parameter settings
- noise level
- posterior distribution
- prior information
- lower bound
- feature selection
- machine learning
- information security
- artificial neural networks
- probabilistic model
- sample size
- error rate
- conjugate priors