Dimensionality Reduction of Service Monitoring Time-Series: An Industrial Use Case.
Farzana AnowarSamira SadaouiHardik DalalPublished in: SN Comput. Sci. (2023)
Keyphrases
- dimensionality reduction
- industrial process
- real time
- feature extraction
- industrial applications
- management system
- principal component analysis
- high dimensionality
- monitoring system
- industrial systems
- linear discriminant analysis
- high dimensional data
- service providers
- low dimensional
- service oriented
- industrial processes
- data representation
- non stationary
- high dimensional
- web services
- service discovery
- dimensionality reduction methods
- pattern recognition and machine learning
- information services
- euclidean distance
- manifold learning
- end users
- pattern recognition
- neural network
- dimension reduction
- mobile devices
- stock price
- face recognition
- feature selection
- data mining
- structure preserving
- disease outbreaks
- data sets