QED: Groupon's ETL management and curated feature catalog system for machine learning.
Derrick C. SpellLing-Yong WangRichard T. ShomerBahador NooraeiJarrell WaggonerXiao-Han T. ZengJae Young ChungKai-Chen ChengDaniel KirschePublished in: IEEE BigData (2016)
Keyphrases
- machine learning
- data warehouse
- management system
- learning tasks
- machine learning algorithms
- business intelligence
- data analysis
- decision making
- learning algorithm
- decision support
- decision trees
- pattern recognition
- knowledge acquisition
- machine learning methods
- scientific databases
- image features
- information management
- feature vectors
- data processing
- project management
- information systems
- asymptotic analysis
- natural language processing
- learning systems
- machine learning approaches
- square root
- decision support system
- feature set
- knowledge management
- text mining
- database
- object oriented
- natural language
- case study
- computer vision
- artificial intelligence
- data mining