Applications of Machine Learning in Optical Communications and Networks.
Faisal Nadeem KhanQirui FanJianing LuGai ZhouChao LuAlan Pak Tao LauPublished in: OFC (2020)
Keyphrases
- machine learning
- learning algorithm
- communication networks
- machine learning methods
- computer networks
- decision trees
- pattern recognition
- data mining
- heterogeneous networks
- network structure
- learning systems
- machine learning algorithms
- active learning
- neural network
- machine learning approaches
- communication systems
- inductive learning
- social networks
- learning problems
- learning tasks
- computer vision
- computer science
- model selection
- knowledge acquisition
- computational intelligence
- artificial intelligence
- optical burst switching
- network topologies
- data analysis
- explanation based learning
- knowledge discovery
- information extraction
- network model
- feature selection
- community structure
- statistical methods
- complex networks
- reinforcement learning