On the Role of Data Engineering Decisions in AI-Based Applications.
Aurek ChattopadhyayMatthew Van DorenReese JohnsonNan NiuPublished in: REFSQ Workshops (2022)
Keyphrases
- data collection
- data sets
- high quality
- artificial intelligence
- data sources
- image data
- data analysis
- data structure
- original data
- small number
- databases
- machine learning
- data mining
- database
- data mining techniques
- case study
- synthetic data
- statistical analysis
- input data
- noisy data
- application domains
- sensor data
- computer systems
- intelligent systems
- case based reasoning
- xml documents
- feature selection