Impacts of Dirty Data: and Experimental Evaluation.
Zhixin QiHongzhi WangJianzhong LiHong GaoPublished in: CoRR (2018)
Keyphrases
- experimental evaluation
- data sets
- raw data
- data analysis
- database
- training data
- prior knowledge
- data sources
- synthetic data
- statistical analysis
- data mining techniques
- input data
- data collection
- data quality
- network structure
- high dimensional data
- data processing
- small number
- knowledge discovery
- data points
- xml documents
- data structure
- high quality