Разработка методов и средств контроля достоверности и актуальности фактографического наполнения информационных систем (Developing Methods for Maintaining Data Reliability in an Information System Based on Facts).
Alexey SeryPublished in: RCDL (2013)
Keyphrases
- data sets
- statistical methods
- information systems
- data processing
- data sources
- statistical analysis
- data analysis
- data mining methods
- raw data
- data structure
- image data
- data collection
- high dimensional data
- historical data
- human experts
- machine learning
- missing values
- background knowledge
- synthetic data
- computer systems
- data mining techniques
- significant improvement
- high quality
- training data
- benchmark datasets
- small number
- sensor data
- data distribution
- machine learning methods
- information extraction
- prior knowledge
- preprocessing
- data objects
- data reduction