An Intelligent Forecasting Model for Building Energy Consumption Using K-shape Clustering and Random Forest.
Bo WangDanhong ZhangWeishan YangZhiwen LengPublished in: ICAIIS (2021)
Keyphrases
- energy consumption
- random forest
- forecasting model
- wireless sensor networks
- energy efficiency
- energy saving
- sensor networks
- short term
- decision trees
- feature set
- routing protocol
- ensemble methods
- multi label
- long term
- bp neural network
- support vector regression
- total energy
- nearest neighbor
- data points
- test set
- benchmark datasets
- high dimensional data
- multi class