Exploring Kolmogorov Complexity Approximations for Data Analysis: Insights and Applications.
Jorge Miguel SilvaDiogo PratasSérgio MatosPublished in: DoCEIS (2023)
Keyphrases
- kolmogorov complexity
- data analysis
- inductive inference
- data mining
- complexity measures
- data processing
- machine learning
- multi aspect
- big data
- cluster analysis
- data sets
- knowledge discovery
- data collection
- high dimensional data
- approximation methods
- rough set theory
- evolutionary computation
- rough sets
- data warehouse
- feature extraction
- artificial intelligence
- computational intelligence
- learning algorithm
- data analytics
- decision trees
- feature selection