A Probabilistic Method for Pruning CADJ Graphs with Applications to SOM Clustering.
Joshua TaylorErzsébet MerényiPublished in: WSOM+ (2019)
Keyphrases
- clustering method
- k means
- high accuracy
- unsupervised learning
- self organizing maps
- clustering algorithm
- significant improvement
- hierarchical clustering
- objective function
- preprocessing
- pruning method
- cluster analysis
- kohonen self organizing map
- graph representation
- similarity function
- distance metric
- knn
- probabilistic model
- cost function
- pairwise
- bayesian networks