Clustering Similarity Comparison Using Density Profiles.
Eric BaeJames BaileyGuozhu DongPublished in: Australian Conference on Artificial Intelligence (2006)
Keyphrases
- similarity function
- k means
- clustering algorithm
- clustering method
- distance metric
- measuring similarity
- similarity measure
- similarity calculation
- cosine similarity
- similarity computation
- high similarity
- dissimilarity measure
- similarity assessment
- fuzzy clustering
- data clustering
- probability measure
- distance measure
- density based clustering algorithm
- web sessions
- edit distance
- similarity matrix
- arbitrary shape
- similarity graph
- similarity measurement
- document clustering
- data points
- outlier detection
- euclidean distance
- distance function
- self organizing maps
- alternative clusterings
- pairwise
- knn
- content similarity
- unsupervised learning
- high dimensional data
- similarity metric
- user defined
- similar objects
- multidimensional scaling
- structural similarity
- hierarchical clustering