Using Machine Learning to Accelerate Data Wrangling.
Shilpi AhujaMary RothRashmi GangadharaiahPeter M. SchwarzRafael BastidasPublished in: ICDM Workshops (2016)
Keyphrases
- machine learning
- data sets
- data collection
- data analysis
- database
- original data
- data processing
- statistical analysis
- synthetic data
- image data
- sensor data
- probability distribution
- data sources
- training data
- experimental data
- data distribution
- raw data
- complex data
- historical data
- text classification
- input data
- data points
- end users
- information retrieval
- databases
- text mining
- high dimensional data
- supervised learning
- domain experts
- attribute values
- spatial data
- pattern recognition
- data structure
- reinforcement learning
- data quality
- explanation based learning