A New Distance Metric Exploiting Heterogeneous Interattribute Relationship for Ordinal-and-Nominal-Attribute Data Clustering.
Yiqun ZhangYiu-Ming CheungPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- data clustering
- distance metric
- nominal attributes
- euclidean distance
- distance metric learning
- distance measure
- metric learning
- k means
- attribute values
- deterministic annealing
- clustering algorithm
- unsupervised learning
- distance function
- numerical attributes
- spectral clustering
- numeric attributes
- cluster analysis
- data points
- linear transformation
- databases
- geodesic distance
- neural network
- real world
- clustering ensemble
- self organizing maps
- query processing