Algorithms for Finding and Correcting Four Kinds of Data Mistakes in Information Table.
Honghai FengHao XuBaoyan LiuLiyun HeBingru YangYueli LiPublished in: KES (1) (2006)
Keyphrases
- database
- raw data
- computer systems
- data collection
- end users
- information sources
- complex data
- collected data
- data sets
- log data
- data structure
- data reduction
- information services
- prior information
- data mining algorithms
- data processing
- sensor data
- multimedia data
- computational complexity
- data analysis
- prior knowledge
- background knowledge
- digital data
- training data
- historical data
- multiple sources
- information resources
- data quality
- structural information
- temporal information
- image data
- probability distribution
- attribute values
- external data
- stored data
- domain experts
- multiple types
- privacy concerns
- databases
- complex structures
- private information
- information loss
- information extraction
- knowledge discovery
- relational databases
- web data