Few-Shot Learning with Uncertainty-Based Quadruplet Selection for Interference Classification in GNSS Data.
Felix OttLucas HeubleinNisha Lakshmana RaichurTobias FeiglJonathan HansenAlexander RügamerChristopher MutschlerPublished in: ICL-GNSS (2024)
Keyphrases
- data sets
- learning process
- unsupervised learning
- feature extraction
- training samples
- data structure
- database
- data analysis
- data collection
- supervised learning
- training data
- uncertain data
- learning models
- prior knowledge
- probability distribution
- background knowledge
- high dimensional data
- active learning
- machine learning
- data processing
- data quality
- multimedia
- learning algorithm
- labeled and unlabeled data
- data mining techniques
- data points
- data sources
- association rules
- pattern recognition
- video sequences