Clustering Large Datasets Using Cobweb and K-Means in Tandem.
Mi LiGeoffrey HolmesBernhard PfahringerPublished in: Australian Conference on Artificial Intelligence (2004)
Keyphrases
- k means
- clustering approaches
- clustering algorithm
- clustering method
- data clustering
- cluster analysis
- hierarchical clustering
- self organizing maps
- spectral clustering
- clustering quality
- unsupervised clustering
- document clustering
- rough k means
- high dimensional datasets
- initial cluster centers
- clustering analysis
- data sets
- genetic k means algorithm
- center based clustering
- data mining tasks
- constrained clustering
- clustering result
- variable weighting
- partitional clustering
- clustering solutions
- image segmentation
- text clustering
- fuzzy c means
- cluster centers
- synthetic datasets
- data points
- semi supervised clustering
- synthetic and real datasets
- fuzzy clustering
- clustering ensemble
- fuzzy clustering algorithm
- fuzzy k means
- data mining
- categorical data
- database
- bisecting k means