A methodology for enhancing data quality for classification purposes using attribute-based decision graphs.
João Roberto Bertini Jr.Published in: LA-CCI (2017)
Keyphrases
- data quality
- decision rules
- data cleaning
- classification algorithm
- quality management
- associative classification
- data preparation
- classification method
- decision makers
- classification accuracy
- data cleansing
- data warehouse
- text classification
- support vector machine
- decision making
- quality assessment
- poor quality
- preprocessing
- data analysis
- class noise
- data transformation
- statistical summaries
- real world
- data privacy
- classification rules
- class labels
- data integration
- metadata
- machine learning