DQDF: Data-Quality-Aware Dataframes.
Phanwadee SinthongDhaval PatelNianjun ZhouShrey ShrivastavaArun IyengarAnuradha BhamidipatyPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- data sets
- database
- data structure
- machine learning
- data quality
- input data
- data points
- probability distribution
- data objects
- raw data
- image data
- information systems
- data sources
- prior knowledge
- knowledge discovery
- xml documents
- high dimensional
- sensor data
- learning algorithm
- noisy data
- information retrieval
- historical data