Optical Network Alarms Classification using Unsupervised Machine Learning.
Lareb Zar KhanAhmed TrikiMaxime LayeNicola SamboPublished in: OECC/PSC (2022)
Keyphrases
- machine learning
- supervised learning
- supervised classification
- pattern recognition
- unsupervised learning
- decision trees
- machine learning methods
- machine learning algorithms
- text classification
- support vector machine
- supervised machine learning
- feature space
- classification accuracy
- natural language processing
- learning algorithm
- model selection
- classification method
- classification scheme
- data mining
- semi supervised learning
- wireless sensor networks
- unsupervised classification
- active learning
- feature selection
- machine learning approaches
- pattern classification
- feature extraction
- image classification
- automatic classification
- network model
- optical networks
- networked data
- supervised and unsupervised learning
- radial basis function network
- complex networks
- feature vectors
- preprocessing
- communication networks
- computer networks
- unsupervised clustering
- deep learning
- false positives
- training samples
- information extraction
- text mining