Data Quality Mining: Employing Classifiers for Assuring Consistent Datasets.
Fabian GrüningPublished in: ITEE (2007)
Keyphrases
- data quality
- data cleaning
- data preparation
- privacy preservation
- class noise
- data warehouse
- quality assessment
- quality management
- data cleansing
- decision trees
- data transformation
- data mining algorithms
- associative classifiers
- training data
- data mining techniques
- training set
- text mining
- naive bayes
- data privacy
- training samples
- web mining
- privacy guarantees
- data mining
- association rule mining
- knowledge discovery
- feature selection
- database
- information loss
- poor quality
- text classification
- cell suppression
- pattern discovery
- emerging patterns
- associative classification
- support vector machine
- machine learning