Machine Learning Based Prediction of Erbium-Doped Fiber WDM Line Amplifier Gain Spectra.
Shengxiang ZhuCraig L. GuttermanWeiyang MoYao LiGil ZussmanDaniel C. KilperPublished in: ECOC (2018)
Keyphrases
- machine learning
- prediction accuracy
- wavelength division multiplexing
- data mining
- explanation based learning
- prediction error
- machine learning methods
- line segments
- prediction model
- machine learning algorithms
- principal component analysis
- pattern recognition
- text classification
- prediction algorithm
- data analysis
- support vector machine
- learning algorithm
- knowledge representation
- learning tasks
- inductive logic programming
- decision trees
- feature selection
- diffusion tensor
- natural language processing
- predictive modeling
- optical networks
- optical fiber
- computer vision