Using Mahout for Clustering Wikipedia's Latest Articles: A Comparison between K-means and Fuzzy C-means in the Cloud.
Rui Máximo EstevesChunming RongPublished in: CloudCom (2011)
Keyphrases
- fuzzy c means
- k means
- clustering algorithm
- clustering method
- fuzzy clustering algorithm
- cluster centers
- fcm algorithm
- fcm clustering
- fuzzy c means clustering
- fuzzy clustering
- cluster analysis
- unsupervised clustering
- data clustering
- spectral clustering
- fuzzy clustering algorithms
- hard c means
- cluster validity
- hierarchical clustering
- self organizing maps
- cluster validity index
- cluster validity indices
- document clustering
- cloud computing
- clustering approaches
- clustering result
- clustering quality
- possibilistic c means
- clustering analysis
- predictive analytics
- expectation maximization
- gustafson kessel
- databases
- membership functions
- similarity measure
- metadata
- possibilistic clustering
- computer vision