Data Management in Machine Learning: Challenges, Techniques, and Systems.
Arun KumarMatthias BoehmJun YangPublished in: SIGMOD Conference (2017)
Keyphrases
- data management
- machine learning
- learning systems
- interactive systems
- artificial intelligence
- database management systems
- distributed systems
- lessons learned
- machine learning approaches
- pattern recognition
- database systems
- poses challenges
- real world
- computer vision
- data mining
- retrieval systems
- complex systems
- ubiquitous and pervasive
- knowledge discovery
- decision trees
- computer systems
- knowledge acquisition
- building blocks
- computational intelligence
- support vector machine
- query processing
- mobile devices
- computer science
- case study