Use Cases of Data Reduction to Time Series Data in Sensor Monitoring.
Selvine G. MathiasDaniel GrossmannPublished in: J. Ubiquitous Syst. Pervasive Networks (2022)
Keyphrases
- data reduction
- data compression
- data analysis
- rough set theory
- real time
- sensor data
- instance selection
- classification rules
- classification accuracy
- knowledge discovery
- data mining
- feature selection
- monitoring system
- preprocessing
- model selection
- representative subset
- sensor networks
- high dimensional
- singular value decomposition
- high dimensionality
- decision making
- neural network
- dimensionality reduction
- rough sets
- computational intelligence
- expert systems
- clustering algorithm
- artificial intelligence
- data sets