Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems [Invited].
Jianing LuGai ZhouQirui FanDengke ZengChangjian GuoLinyue LuJianqiang LiChongjin XieChao LuFaisal Nadeem KhanAlan Pak Tao LauPublished in: JOCN (2021)
Keyphrases
- information systems
- analytical models
- machine learning
- learning systems
- machine learning methods
- analytical model
- infrared
- knowledge acquisition
- computational intelligence
- machine learning systems
- natural language processing
- active learning
- pattern recognition
- text mining
- intelligent systems
- model selection
- complex systems
- retrieval systems
- high quality
- decision trees
- artificial intelligence