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Keyphrases
Machine Learning Models
100%
Lightpath
100%
Deep Neural Network
100%
Quality of Transmission Estimation
100%
AutoML
100%
Efficient Machine Learning
100%
Interpretable Machine Learning
100%
Domain Adaptation
66%
Artificial Neural Network
66%
Boruta-SHAP
66%
Accuracy Improvement
33%
Random Forest
33%
Machine Learning Algorithms
33%
Optical Networks
33%
Decision-making Process
33%
Quality of Service
33%
Classification Accuracy
33%
Estimation Model
33%
Feature Selection
33%
Computational Resources
33%
Target Domain
33%
Domain Shift
33%
Neural Network Model
33%
Convolutional Neural Network
33%
Quality of Transmission
33%
Training Time
33%
Inference Time
33%
Accurate Estimation
33%
Service Operations
33%
Labeled Data
33%
Large-scale Deployment
33%
Forest-based
33%
Two-component Domains
33%
Feature Correlation
33%
Heterogeneous Environment
33%
Network Environment
33%
Fast Estimation
33%
Multi-domain Optical Networks
33%
Production Networks
33%
SHAP Method
33%
Feature Augmentation
33%
Diverse Dataset
33%
World Networks
33%
Coral
33%
Transfer Learning Models
33%
Neural Network-based
33%
Better Performance
33%
Reduced Dimensionality
33%
Transfer Learning Framework
33%
Technique Feature
33%
Automated Feature Selection
33%
Interpretable Transfer Learning
33%
Seamless Operation
33%
Computer Science
Deep Neural Network
100%
lightpath
100%
Machine Learning Model
100%
Domain Adaptation
66%
Neural Network
66%
Feature Extraction
66%
Feature Selection
66%
Transfer Learning
66%
Fiber Optic Networks
66%
SHapley Additive exPlanation
66%
Quality of Service
33%
Learning Approach
33%
Machine Learning Algorithm
33%
Random Decision Forest
33%
Interpretability
33%
Classification Accuracy
33%
Learning Framework
33%
Decision-Making
33%
Convolutional Neural Network
33%
Computational Resource
33%
Baseline Model
33%
Network Environment
33%
Production Network
33%