An Ensemble-based Dimensionality Reduction for Service Monitoring Time-series.
Farzana AnowarSamira SadaouiHardik DalalPublished in: DeLTA (2022)
Keyphrases
- dimensionality reduction
- service oriented
- real time
- neural network
- feature extraction
- service composition
- service providers
- feature selection
- web services
- monitoring system
- high dimensional
- ensemble methods
- high dimensionality
- dimensionality reduction methods
- nonlinear dimensionality reduction
- ensemble learning
- dynamic time warping
- service discovery
- principal components
- chronic hepatitis
- linear discriminant analysis
- high dimensional data
- training data
- pattern recognition
- management system
- low dimensional
- principal component analysis
- data sets
- pattern recognition and machine learning
- detect anomalies
- structure preserving
- service quality
- non stationary
- random forest
- information services
- base classifiers
- manifold learning
- euclidean distance