On the Trade-off Between Robustness and Complexity in Data Pipelines.
Aiswarya Raj MunappyJan BoschHelena Holmström OlssonPublished in: QUATIC (2021)
Keyphrases
- trade off
- data sets
- synthetic data
- data processing
- training data
- data points
- image data
- raw data
- application domains
- small number
- knowledge discovery
- high quality
- data analysis
- real time
- input data
- statistical analysis
- data acquisition
- big data
- data sources
- information systems
- social networks
- domain experts
- learning algorithm
- data distribution
- genetic algorithm
- original data