A Formal Framework for Data Lakes Based on Category Theory.
Alexis GuyotAnnabelle GilletÉric LeclercqNadine CullotPublished in: IDEAS (2022)
Keyphrases
- data sets
- data points
- data analysis
- image data
- complex data
- high dimensional data
- data processing
- high quality
- training data
- neural network
- theoretical foundation
- knowledge discovery
- database
- social networks
- data distribution
- computer systems
- main contribution
- theoretical framework
- mathematical foundations
- data objects
- spatial data
- data mining
- data collection
- input data
- probability distribution
- prior knowledge
- relational databases