Advances, challenges and opportunities in creating data for trustworthy AI.
Weixin LiangGirmaw Abebe TadesseDaniel HoLi Fei-FeiMatei ZahariaCe ZhangJames ZouPublished in: Nat. Mach. Intell. (2022)
Keyphrases
- artificial intelligence
- data sets
- data collection
- database
- computer systems
- data structure
- data sources
- data processing
- synthetic data
- experimental data
- end users
- expert systems
- recent advances
- machine learning
- complex data
- high dimensional data
- data analysis
- data distribution
- original data
- image data
- data quality
- neural network
- raw data
- current challenges
- lessons learned
- sensor data
- statistical analysis
- input data
- computational intelligence
- data warehouse
- knowledge discovery
- data points
- probability distribution
- relational databases
- case study
- knowledge base
- real world
- databases