PCA-Assisted Fuzzy Clustering Approach for Soft-Failure Detection in Optical Networks.
Andrei N. RibeiroRafael F. SalesFabricio R. L. LobatoJoão C. W. A. CostaM. F. SilvaAndrea SgambelluriLuca ValcarenghiLena WosinskaPublished in: ONDM (2024)
Keyphrases
- fuzzy clustering
- failure detection
- optical networks
- principal component analysis
- fuzzy c means
- fuzzy clustering algorithm
- service differentiation
- fault detection
- fuzzy c means algorithm
- intuitionistic fuzzy
- wavelength division multiplexing
- routing and wavelength assignment
- clustering algorithm
- membership functions
- dimensionality reduction
- cluster analysis
- fuzzy c means clustering algorithm
- fuzzy clustering method
- highly reliable
- feature space
- dynamic reconfiguration
- neural network
- wireless networks
- face recognition
- fcm algorithm
- high dimensional
- genetic algorithm
- possibilistic clustering
- real time
- image segmentation
- general purpose
- fuzzy clustering algorithms
- hard c means
- unsupervised learning