Machine-learning-based telemetry for monitoring long-haul optical transmission impairments: methodologies and challenges [Invited].
Huazhi LunXiaomin LiuMeng CaiYihao ZhangRuoxuan GaoWeisheng HuLilin YiQunbi ZhugePublished in: JOCN (2021)
Keyphrases
- machine learning
- monitoring system
- data mining
- information extraction
- lessons learned
- pattern recognition
- artificial intelligence
- long period
- knowledge acquisition
- machine learning methods
- real world
- real time
- feature selection
- computational approaches
- early warning
- data transmission
- machine learning algorithms
- researchers and practitioners
- inductive logic programming
- evaluation methodologies
- statistical methods
- age related
- neural network
- active learning
- learning algorithm
- computer vision
- decision trees
- support vector machine
- knowledge discovery
- knowledge representation
- wireless sensor networks
- text classification
- computer science
- machine learning approaches
- explanation based learning
- natural language
- three dimensional
- supervised learning
- natural language processing
- text mining