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: Medical Biol. Eng. Comput. (2024)
Keyphrases
- data reduction
- embedded systems
- instance selection
- instance based learning
- real time
- classification accuracy
- data compression
- low cost
- knowledge discovery
- feature selection
- data mining
- high dimensionality
- preprocessing
- classification rules
- data sets
- databases
- rule induction
- dimensionality reduction
- model selection
- singular value decomposition
- low dimensional
- artificial intelligence
- neural network
- text mining
- nearest neighbor
- data analysis