Information-Based Objective Functions for Active Data Selection.
David J. C. MacKayPublished in: Neural Comput. (1992)
Keyphrases
- raw data
- information sources
- end users
- data analysis
- historical data
- synthetic data
- complex data
- collected data
- prior knowledge
- data sets
- data records
- huge amounts
- web data
- high quality
- digital data
- external data
- multiple sources
- prior information
- original data
- database
- structural information
- temporal information
- computer systems
- data collection
- data processing
- sensor data
- databases
- objective function
- heterogeneous sources
- data structure
- background information
- privacy concerns
- private information
- data points
- background knowledge
- multimedia data
- data quality
- information processing
- statistical analysis
- knowledge discovery
- user interaction
- data repositories
- stored data
- spatial data
- missing information
- xml documents
- domain knowledge
- information loss
- log files
- log data
- probability distribution