Group-Based Dimensionality Reduction and Estimation for Heterogeneous Large-Scale Traffic Networks.
Matteo ScandellaMichelangelo BinThomas ParisiniPublished in: ECC (2022)
Keyphrases
- dimensionality reduction
- intrinsic dimensionality
- heterogeneous networks
- internet traffic
- traffic network
- telecommunication networks
- traffic flow
- high speed networks
- transportation networks
- principal component analysis
- real world
- network resources
- traffic engineering
- traffic flows
- small scale
- pattern recognition and machine learning
- data representation
- social networks
- network traffic
- network structure
- feature selection
- low dimensional
- real time
- computer vision
- traffic patterns
- feature extraction
- feature space
- pattern recognition
- traffic congestion
- transportation systems
- image processing
- linear discriminant analysis
- high dimensional
- dimensionality reduction methods
- high dimensional data
- group members
- quality of service
- road network
- computer networks