Granular Computing: Granular Classifiers and Missing Values.
Lech PolkowskiPiotr ArtiemjewPublished in: IEEE ICCI (2007)
Keyphrases
- granular computing
- missing values
- incomplete data sets
- missing attribute values
- rough sets
- data stream classification
- information processing
- feature values
- missing data
- soft computing
- incomplete data
- rough set theory
- information granules
- data imputation
- fuzzy sets
- training data
- unseen data
- unseen test data
- support vector
- decision trees
- missing data imputation
- high dimensional data
- data mining
- data sets
- fuzzy similarity relations
- classification algorithm
- equivalence relation
- feature selection
- machine learning algorithms
- imputation methods
- evolutionary algorithm
- decision making
- k nearest neighbour
- input data
- training set
- database systems
- computer vision
- artificial intelligence