Out-of-Distribution Detection and Data Drift Monitoring using Statistical Process Control.
Ghada ZamzmiKesavan VenkateshBrandon NelsonSmriti PrathapanPaul H. YiBerkman SahinerJana G. DelfinoPublished in: CoRR (2024)
Keyphrases
- data collection
- data sets
- synthetic data
- data distribution
- image data
- data processing
- database
- uniformly distributed
- statistical analysis
- data sources
- raw data
- data structure
- high quality
- data points
- data acquisition
- data analysis
- missing data
- high dimensional data
- original data
- data mining techniques
- input data
- object detection
- knowledge discovery
- prior knowledge
- training data
- real time