Similarity Measure Selection for Clustering Time Series Databases.
Usue MoriAlexander MendiburuJosé Antonio LozanoPublished in: IEEE Trans. Knowl. Data Eng. (2016)
Keyphrases
- similarity measure
- clustering method
- similarity assessment
- similarity search
- clustering algorithm
- similarity function
- similarity calculation
- data mining tasks
- measuring similarity
- k means
- graph theoretic
- pairwise
- document clustering
- hierarchical clustering
- dissimilarity measure
- cosine similarity
- cluster analysis
- similarity computation
- mutual information
- hierarchical clustering algorithm
- similarity matrix
- similarity metric
- edit distance
- semantic similarity
- data clustering
- self organizing maps
- high dimensional data
- categorical data
- hidden markov models
- graph model
- data points
- spectral clustering
- parameter free
- user defined
- co occurrence
- distance measure
- genetic algorithm