An Efficient Similarity Measure for Clustering of Categorical Sequences.
Sang-Kyun NohYongmin KimDongKook KimBong-Nam NohPublished in: Australian Conference on Artificial Intelligence (2006)
Keyphrases
- similarity measure
- clustering method
- categorical data
- similarity function
- clustering algorithm
- similarity calculation
- similarity computation
- measuring similarity
- hierarchical clustering
- similarity matrix
- similarity assessment
- hidden markov models
- unsupervised learning
- dissimilarity measure
- mutual information
- cluster analysis
- hierarchical clustering algorithm
- cosine similarity
- numerical data
- fuzzy clustering
- information theoretic
- k means
- feature vectors
- normalized mutual information
- neural network
- semantic similarity
- graph theoretic
- dynamic time warping
- data points
- spectral clustering
- euclidean distance
- attribute values
- similarity search
- co occurrence
- distance measure