QoT estimation for unestablished lighpaths using machine learning.
Luca BarlettaAlessandro GiustiCristina RottondiMassimo TornatorePublished in: OFC (2017)
Keyphrases
- statistical methods
- machine learning
- machine learning methods
- decision trees
- estimation algorithm
- active learning
- learning tasks
- learning systems
- machine learning algorithms
- parameter estimation
- semi supervised learning
- information extraction
- expert systems
- pattern recognition
- learning environment
- website
- explanation based learning
- artificial intelligence
- computational intelligence
- maximum likelihood estimation
- estimation error
- density estimation
- robust estimation
- machine learning and data mining
- estimation accuracy
- knowledge acquisition
- neural network
- natural language processing
- probabilistic model
- feature selection
- information systems
- learning algorithm
- data mining