Gaussian Representations of K-Means Clusters: Case Study of Educational Process Mining of UCI.
Yu-Chien KoHamido FujitaPublished in: SoMeT (2020)
Keyphrases
- process mining
- k means
- case study
- business process
- clustering algorithm
- process model
- hierarchical clustering
- cluster analysis
- event logs
- cluster centers
- unsupervised clustering
- fuzzy k means
- data clustering
- business processes
- clustering approaches
- self organizing maps
- fuzzy clustering algorithm
- agglomerative hierarchical clustering
- clustering quality
- constrained clustering
- document clustering
- clustering method
- fuzzy c means
- clustering result
- fuzzy clustering
- formal concept analysis
- clinical pathway
- spectral clustering
- clustering solutions
- density function
- real world
- cluster structure
- maximum likelihood
- software development
- membership functions
- expectation maximization
- consensus clustering
- web services
- website
- artificial intelligence
- initial cluster centers