Convolutional Recurrent Machine Learning for OSNR and Launch Power Estimation: A Critical Assessment.
Hyung Joon ChoSiddharth VarugheseDaniel LippiattStephen E. RalphPublished in: OFC (2020)
Keyphrases
- machine learning
- power consumption
- deep learning
- learning algorithm
- machine learning algorithms
- computational intelligence
- estimation accuracy
- machine learning methods
- learning systems
- text mining
- natural language processing
- information extraction
- explanation based learning
- reinforcement learning
- computer vision
- supervised machine learning
- recurrent neural networks
- pattern recognition
- decision trees
- genetic algorithm
- multi unit combinatorial auctions
- estimation algorithm
- assessment process
- data sets
- feed forward
- knowledge discovery
- knowledge representation
- data analysis
- natural language
- feature selection
- artificial intelligence
- data mining
- neural network