Accurate QoT Estimation by Means of a Reduction of EDFA Characteristics Uncertainties with Machine Learning.
Emmanuel SeveJelena PesicYvan PointurierPublished in: ONDM (2020)
Keyphrases
- machine learning
- accurate estimation
- feature selection
- estimation accuracy
- machine learning algorithms
- decision trees
- pattern recognition
- high quality
- high accuracy
- error analysis
- explanation based learning
- data mining
- supervised learning
- machine learning approaches
- estimation algorithm
- machine learning methods
- knowledge acquisition
- text classification
- computational intelligence
- databases
- reinforcement learning
- information extraction
- model selection
- parameter estimation
- support vector machine
- evolutionary algorithm
- artificial neural networks
- maximum likelihood estimation
- training data
- computer vision
- social networks
- search engine
- estimation process