Integrating LSTMs with Online Density Estimation for the Probabilistic Forecast of Energy Consumption.

Julian Vexler Stefan Kramer

Published 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