Data cleaning and machine learning: a systematic literature review.
Pierre-Olivier CôtéAmin NikanjamNafisa AhmedDmytro HumeniukFoutse KhomhPublished in: Autom. Softw. Eng. (2024)
Keyphrases
- literature review
- data cleaning
- machine learning
- text classification
- data integration
- information extraction
- record linkage
- data quality
- case study
- outlier detection
- database
- data processing
- missing values
- data warehousing
- feature selection
- web usage mining
- data warehouse
- text mining
- databases
- decision trees
- information retrieval
- natural language processing
- data mining
- data analysis
- natural language
- website
- decision support
- knowledge representation
- data sources
- active learning
- fraud detection
- real world