Nearest Neighbors-Based Forecasting for Electricity Demand Time Series in Streaming.
Laura Melgar-GarcíaDavid Gutiérrez-AvilésCristina Rubio-EscuderoAlicia Troncoso LoraPublished in: CAEPIA (2021)
Keyphrases
- demand forecasting
- forecasting accuracy
- nearest neighbor
- exponential smoothing
- hybrid model
- forecasting model
- bp neural network
- load forecasting
- neural network model
- electricity markets
- support vector regression
- k nearest neighbor
- short term
- knn
- historical data
- nearest neighbor search
- data streams
- electricity consumption
- neural network
- streaming data
- high dimensional spaces
- high dimensional data
- high dimensional
- autoregressive integrated moving average
- data points
- support vector machine
- supply chain
- video streaming
- decision boundary
- long term
- artificial neural networks
- wind power
- weather forecasting
- non stationary
- training set
- decision trees
- real time
- forecast models
- rbf neural network