Instance-based Learning with Prototype Reduction for Real-Time Proportional Myocontrol: A Randomized User Study Demonstrating Accuracy-preserving Data Reduction for Prosthetic Embedded Systems.
Tim SziburisMarkus NowakDavide BrunelliPublished in: CoRR (2023)
Keyphrases
- data reduction
- instance based learning
- instance selection
- embedded systems
- real time
- data compression
- low cost
- classification accuracy
- preprocessing
- classification rules
- rule induction
- data mining
- data analysis
- knowledge discovery
- high dimensionality
- image processing
- data sets
- control system
- singular value decomposition
- clustering algorithm