Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-fidelity EM Analysis.
Anna Pietrenko-DabrowskaSlawomir KozielLeifur LeifssonPublished in: ICCS (5) (2024)
Keyphrases
- machine learning
- feature extraction
- machine learning approaches
- learning algorithm
- data analysis
- decision trees
- feature vectors
- computer vision
- machine learning models
- image analysis
- model selection
- data driven approaches
- feature analysis
- abstraction levels
- unsupervised learning
- expectation maximization
- co occurrence
- knowledge representation
- probabilistic model
- low level
- feature space
- training data