SOC Estimation using Deep Bidirectional Gated Recurrent Units with Tree Parzen Estimator Hyperparameter Optimization.
Dickson N. T. HowM. A. HannanMolla S. Hossain LipuPin Jern KerMuhamad Bin MansorKhairul Salleh Bin Mohamed SahariKashem M. MuttaqiPublished in: IAS (2021)
Keyphrases
- error estimation
- density estimation
- model selection
- estimation algorithm
- density estimators
- optimization problems
- tree structure
- estimation error
- knn
- non stationary
- importance sampling
- feed forward
- least squares
- power losses
- maximum likelihood
- recurrent neural networks
- gaussian process
- constrained optimization
- gaussian processes
- maximum a posteriori
- optimization method
- parameter estimation
- maximum likelihood estimator
- robust estimator
- low power
- global optimization
- tree nodes
- variance estimator
- multi unit combinatorial auctions