On the Experiences of Adopting Automated Data Validation in an Industrial Machine Learning Project.
Lucy Ellen LwakatareEllinor RångeIvica CrnkovicJan BoschPublished in: ICSE (SEIP) (2021)
Keyphrases
- machine learning
- data sets
- data collection
- data analysis
- database
- knowledge discovery
- synthetic data
- case study
- data points
- sensor data
- computer systems
- original data
- data structure
- data acquisition
- experimental data
- missing data
- data processing
- information extraction
- image data
- data quality
- industrial applications
- raw data
- statistical methods
- high dimensional data
- data sources
- computer vision