The Impact of Data Reduction on Wearable-Based Human Activity Recognition.
Hosein NouraniEmad ShihabOmid SarbisheiPublished in: PerCom Workshops (2019)
Keyphrases
- data reduction
- human activity recognition
- activity recognition
- data compression
- human activities
- preprocessing
- action recognition
- classification rules
- knowledge discovery
- visual surveillance
- feature selection
- human computer interaction
- data mining
- high dimensionality
- data analysis
- rough set theory
- singular value decomposition
- model selection
- classification accuracy
- data quality
- video sequences
- support vector
- feature extraction
- real world