Extracting controllable heating loads from aggregated smart meter data using clustering and predictive modelling.
Harri NiskaPublished in: ISSNIP (2013)
Keyphrases
- data points
- training data
- original data
- data analysis
- data sets
- neural network
- data structure
- data collection
- categorical data
- missing data
- data quality
- statistical analysis
- input data
- small number
- data mining tasks
- predictive model
- clustering algorithm
- historical data
- data mining methods
- clustering analysis
- database
- document clustering
- data extraction
- spatial data
- privacy preserving
- synthetic data
- high dimensional data
- computer systems
- data mining techniques
- text mining
- knowledge discovery
- end users
- high quality
- feature selection