Comparing Gray Box Methods to Derive Building Properties from Smart Thermostat Data.
Gaby M. BaaschAdam WicikowskiGaëlle FaureRalph EvinsPublished in: BuildSys@SenSys (2019)
Keyphrases
- data mining methods
- raw data
- data processing
- data representations
- noisy data
- database
- small number
- data analysis
- original data
- statistical methods
- data collection
- statistical analysis
- synthetic data
- data sources
- high quality
- data objects
- data structure
- data distribution
- data mining applications
- preprocessing
- data points
- incomplete data
- complex data
- learning models
- data reduction
- benchmark datasets
- spectral clustering
- experimental data
- spatial data
- input data
- computational cost
- prior knowledge
- neural network