A unified representation and transformation of multi-model data using category theory.
Pavel KoupilIrena HolubováPublished in: J. Big Data (2022)
Keyphrases
- experimental data
- computational model
- data sets
- theoretical framework
- formal model
- empirical data
- theoretical foundation
- test data
- unified model
- image data
- original data
- prior knowledge
- data collection
- data processing
- general theory
- spatial data
- mathematical model
- synthetic data
- input data
- high quality
- data structure
- data quality
- prior information
- data analysis
- expert knowledge
- statistical methods
- network structure
- graph representation
- probabilistic model
- missing data
- data mining techniques
- discrete data
- learning models
- objective function
- measured data
- similarity measure
- high level
- object categories
- raw data
- conceptual model
- hierarchical structure
- high dimensional
- artificial neural networks
- statistical model
- hidden markov models
- database
- knowledge discovery