Improving Machine Learning-Based Decision-Making Through Inclusion of Data Quality.
Jens de HoogSiegfried MercelisPeter HellinckxPublished in: BNAIC/BENELEARN (2019)
Keyphrases
- data quality
- machine learning
- decision making
- data preparation
- quality management
- data confidentiality
- data warehouse
- information loss
- data mining
- data cleansing
- decision makers
- quality assessment
- data cleaning
- business intelligence systems
- poor quality
- fuzzy logic
- decision support system
- data transformation
- natural resources
- text classification
- decision support
- database
- text mining
- feature selection
- databases
- data privacy
- privacy preservation
- information extraction
- support vector machine
- active learning
- data analysis
- knowledge management
- privacy guarantees
- information technology