Approximation Spaces in Machine Learning and Pattern Recognition.
Andrzej SkowronJaroslaw StepaniukRoman W. SwiniarskiPublished in: PReMI (2005)
Keyphrases
- machine learning and pattern recognition
- approximation spaces
- rough sets
- metric learning
- rough set theory
- dimensionality reduction
- topological spaces
- fuzzy sets
- information entropy
- granular computing
- equivalence relation
- distance metric
- data mining
- decision rules
- concept lattice
- image processing
- decision table
- training data
- data analysis
- binary relations
- feature selection
- genetic algorithm
- soft computing
- learning tasks
- high dimensional