How Can We Improve Data Quality for Machine Learning? A Visual Analytics System using Data and Process-driven Strategies.
Hyein HongSangbong YooYejin JinYun JangPublished in: PacificVis (2023)
Keyphrases
- data quality
- machine learning
- data analysis
- data preparation
- data sets
- data warehouse
- database
- data sources
- intelligence analysis
- visual analytics
- data privacy
- data cleaning
- data collection
- data processing
- knowledge discovery
- information retrieval
- data mining
- spatial data
- statistical methods
- information loss
- text classification
- privacy preservation
- query processing
- data transformation
- class noise