How transformations of representation for input data can affect the properties of induced decision reducts and rules.
Urszula StanczykPublished in: KES (2023)
Keyphrases
- decision rules
- input data
- rough sets
- condition attributes
- decision making
- rule sets
- data sets
- lie algebra
- decision table
- decision process
- decision processes
- reasoning mechanisms
- greedy algorithm
- rule induction
- topological properties
- neural network
- decision trees
- structural properties
- rough sets theory
- data mining
- image representation
- transformation rules
- rewrite rules
- production rules
- database
- desirable properties
- decision problems
- knowledge representation
- background knowledge