ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation.
Kaan KaraKen EguroCe ZhangGustavo AlonsoPublished in: Proc. VLDB Endow. (2018)
Keyphrases
- data transformation
- machine learning
- data mining
- data integration
- column oriented
- privacy preserving
- functional dependencies
- data quality
- privacy preserving data mining
- data warehousing
- pattern recognition
- dimensionality reduction
- knowledge discovery
- computer vision
- data sets
- data privacy
- neural network
- data warehouse
- data analysis
- business intelligence
- data storage
- data management
- feature selection