Integrating LSTMs with Online Density Estimation for the Probabilistic Forecast of Energy Consumption.
Julian VexlerStefan KramerPublished in: DS (2019)
Keyphrases
- energy consumption
- density estimation
- wireless sensor networks
- energy efficient
- energy efficiency
- energy saving
- mixture model
- energy conservation
- density function
- sensor networks
- probability density function
- mixture modeling
- parzen window
- save energy
- routing protocol
- outlier detection
- base station
- data transmission
- probability density
- bayesian networks
- routing algorithm
- nonparametric density estimation
- sensor nodes
- gaussian mixture model
- generative model
- em algorithm
- probabilistic model
- electricity consumption
- multi hop
- data sets
- data center
- density estimates
- power consumption
- moving objects
- data streams
- density estimators
- information retrieval
- mobile ad hoc networks
- machine learning
- data mining