Monitoring Data Augmentation of Spectral Information using VAE and GAN for Soft-Failure Identification.
Lars E. KruseSebastian KühlAnnika DochhanStephan PachnickePublished in: OFC (2024)
Keyphrases
- raw data
- data sets
- information sources
- complex data
- data analysis
- prior knowledge
- image data
- data structure
- data processing
- historical data
- log data
- computer systems
- huge amounts
- sensitive information
- collected data
- digital data
- information resources
- original data
- data acquisition
- structural information
- end users
- high dimensional data
- data points
- multiple types
- missing information
- data sources
- domain knowledge
- multimedia data
- monitoring system
- multispectral
- background knowledge
- multiple sources
- input data
- information extraction
- private information
- vital signs