Data collection and quality challenges in deep learning: a data-centric AI perspective.
Steven Euijong WhangYuji RohHwanjun SongJae-Gil LeePublished in: VLDB J. (2023)
Keyphrases
- data centric
- deep learning
- data collection
- machine learning
- unsupervised learning
- business processes
- data management
- data driven
- information management
- artificial intelligence
- xml schema
- expert systems
- domain specific
- data analysis
- unsupervised feature learning
- semi supervised
- wireless sensor networks
- routing protocol
- data representation
- weakly supervised
- distributed systems
- application development
- high level
- knowledge base