Information-based Preprocessing of PLC Data for Automatic Behavior Modeling.
Brandon K. SaiJonas GramThomas BauernhanslPublished in: CoRR (2023)
Keyphrases
- information sources
- raw data
- preprocessing
- data analysis
- historical data
- prior knowledge
- data sets
- external data
- complex data
- sensor data
- multiple sources
- collected data
- log data
- data structure
- original data
- enormous amounts
- huge amounts
- digital data
- sensitive information
- information loss
- prior information
- background knowledge
- synthetic data
- computer systems
- domain experts
- multimedia data
- structural information
- training data
- essential information
- data sources
- end users
- privacy concerns
- global information
- knowledge discovery
- data streams
- database
- heterogeneous sources
- image data
- data processing
- log files
- data mining
- information processing
- feature selection
- information resources
- data quality
- high dimensional data
- high dimensional
- spatial data
- high quality