Machine learning enhanced next-generation optical access networks - challenges and emerging solutions [Invited Tutorial].
Elaine WongSourav MondalLihua RuanPublished in: JOCN (2022)
Keyphrases
- machine learning
- lessons learned
- data mining
- pattern recognition
- application of machine learning methods
- optimal solution
- data analysis
- machine learning algorithms
- practical solutions
- computer vision
- learning tasks
- real world
- coming years
- fundamental principles
- solution space
- model selection
- text classification
- reinforcement learning
- neural network
- natural language processing
- support vector machine
- learning systems
- active learning
- decision trees
- web intelligence
- explanation based learning
- paradigm shift
- specific problems
- artificial intelligence
- learning algorithm
- information retrieval