Evaluation of the Mini-Models Robustness to Data Uncertainty with the Application of the Information-Gap Theory.
Marcin PlucinskiPublished in: ICAISC (2) (2013)
Keyphrases
- historical data
- raw data
- collected data
- prior knowledge
- data collection
- data analysis
- information sources
- huge amounts
- complex data
- database
- uncertain information
- computer systems
- uncertain data
- data sets
- log data
- temporal information
- experimental data
- data processing
- data sources
- sensor data
- image data
- data mining
- accurate models
- structural information
- end users
- stored data
- web data
- dimensional vector
- digital data
- inherent uncertainty
- sensitive information
- empirical data
- privacy concerns
- data mining tools
- missing information
- computational models
- statistical methods
- information sharing
- background knowledge
- probabilistic model
- training data
- multiple sources
- data quality
- prior information
- spatial data
- information processing
- user interaction
- knowledge discovery
- information retrieval