Improving QoT Estimation Accuracy with DGE Monitoring using Machine Learning.
Ankush MahajanKostas ChristodoulopoulosRicardo MartinezSalvatore SpadaroRaul MuñozPublished in: ONDM (2020)
Keyphrases
- estimation accuracy
- machine learning
- prediction accuracy
- estimation error
- learning tasks
- extended kalman filter
- explanation based learning
- pattern recognition
- inductive learning
- machine learning methods
- data mining
- machine learning approaches
- monitoring system
- knowledge acquisition
- text mining
- data analysis
- decision trees
- decision support
- supervised learning
- learning systems
- information extraction
- early warning
- feature selection
- reinforcement learning
- knowledge representation
- age estimation
- real time
- multi objective
- support vector machine
- model selection
- natural language processing