On the experiences of adopting automated data validation in an industrial machine learning project.
Lucy Ellen LwakatareEllinor RångeIvica CrnkovicJan BoschPublished in: CoRR (2021)
Keyphrases
- data sets
- machine learning
- data collection
- data processing
- image data
- case study
- knowledge discovery
- database
- data acquisition
- synthetic data
- input data
- complex data
- big data
- data distribution
- attribute values
- active learning
- data analysis
- high quality
- social networks
- end users
- prior knowledge
- statistical analysis
- high dimensional data
- background knowledge
- pattern recognition
- sensor data
- experimental data
- information systems
- neural network
- technology transfer