Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges.
Anas DakkakHongyi ZhangDavid Issa MattosJan BoschHelena Holmström OlssonPublished in: APSEC (2021)
Keyphrases
- data collection
- data analysis
- data sets
- database
- raw data
- continuous data
- collected data
- synthetic data
- image data
- databases
- input data
- machine learning
- statistical analysis
- data processing
- management system
- data points
- end users
- data sources
- data structure
- digital libraries
- probability distribution
- dimensional data
- real world
- data quality
- privacy preserving
- web services
- database applications
- prior knowledge
- computer systems
- training data
- query processing
- data streams
- multi dimensional
- high quality