Using machine learning in an open optical line system controller.
Andrea D'AmicoStefano StraulluAntonino NespolaIhtesham KhanElliot LondonEmanuele VirgillitoStefano PiciacciaAberto TanziGabriele GalimbertiVittorio CurriPublished in: JOCN (2020)
Keyphrases
- machine learning
- machine learning algorithms
- closely spaced
- learning algorithm
- control system
- machine learning methods
- data mining
- feature selection
- decision trees
- information extraction
- neural network
- explanation based learning
- control scheme
- closed loop
- learning tasks
- model selection
- artificial intelligence
- computer vision
- computer science
- pattern recognition
- real time
- controller design
- control method
- inductive learning
- control strategy
- learning problems
- data analysis
- knowledge acquisition
- computational intelligence
- supervised learning
- support vector machine
- line segments
- natural language
- knowledge representation
- semi supervised learning
- three dimensional
- control algorithm
- natural language processing
- active learning
- robust stability