Dimension Reduction of Multi-Source Time Series Sensor Data for Industrial Process.
Jiao MengXin HuoChangchun HeChao ZhuPublished in: ISIE (2024)
Keyphrases
- industrial process
- dimension reduction
- sensor data
- multi source
- data fusion
- industrial processes
- information fusion
- sensor networks
- principal component analysis
- multiple sources
- high dimensional
- high dimensional data
- low dimensional
- feature extraction
- data streams
- linear discriminant analysis
- data integration
- feature selection
- feature space
- singular value decomposition
- data sources
- preprocessing
- unsupervised learning
- dimensionality reduction
- high dimensionality
- pattern recognition
- cluster analysis
- fault detection
- decision making
- data model
- neural network
- quality improvement