Few-Shot Learning with Uncertainty-based Quadruplet Selection for Interference Classification in GNSS Data.
Felix OttLucas HeubleinNisha Lakshmana RaichurTobias FeiglJonathan HansenAlexander RügamerChristopher MutschlerPublished in: CoRR (2024)
Keyphrases
- data sets
- supervised learning
- prior knowledge
- learning algorithm
- database
- incremental learning
- learning process
- image data
- uncertain data
- training samples
- data processing
- data sources
- neural network
- data analysis
- decision trees
- learning models
- machine learning
- high dimensional data
- data collection
- classification accuracy
- unsupervised learning
- visual features
- feature extraction
- pattern recognition
- machine learning algorithms
- missing data
- background knowledge
- classification rules
- learning tasks
- probability distribution
- active learning