Consistently accurate forecasts of temperature within buildings from sensor data using ridge and lasso regression.
Feras N. Al-ObeidatBruce SpencerOmar AlfandiPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- sensor data
- sensor networks
- linear regression
- regression model
- ridge regression
- sensor readings
- human activities
- data streams
- model selection
- sensor measurements
- least squares
- smart environments
- cross validation
- health monitoring
- group lasso
- multiple sensors
- heterogeneous sensor networks
- regression coefficients
- aerial images
- sensory data
- data fusion
- ambient intelligence
- software development
- expert systems
- data sets
- database