Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways.
Alessio BurrelloAlex MarchioniDavide BrunelliLuca BeniniPublished in: CF (2019)
Keyphrases
- data reduction
- low cost
- principal component analysis
- singular value decomposition
- dimensionality reduction
- data compression
- knowledge discovery
- feature extraction
- preprocessing
- classification rules
- data analysis
- high dimensionality
- data mining
- instance selection
- face recognition
- feature selection
- representative subset
- classification accuracy
- low dimensional
- model selection
- rough set theory
- database
- real time
- high dimensional
- feature space
- databases
- wavelet transform
- rough sets
- association rules
- pattern recognition
- information retrieval
- neural network
- data sets