A dissimilarity measure for mixed nominal and ordinal attribute data in k-Modes algorithm.
Fang YuanYoulong YangTiantian YuanPublished in: Appl. Intell. (2020)
Keyphrases
- dissimilarity measure
- input data
- noisy data
- dynamic programming
- distance metric
- data structure
- computational complexity
- attribute values
- data sets
- training data
- k means
- synthetic datasets
- convex hull
- information loss
- clustering method
- expectation maximization
- data points
- data sources
- similarity measure
- numeric attributes
- matching algorithm
- missing data
- high dimensional data
- data analysis
- learning algorithm