Correcting Jaccard and other similarity indices for chance agreement in cluster analysis.
Ahmed AlbatinehMagdalena Niewiadomska-BugajPublished in: Adv. Data Anal. Classif. (2011)
Keyphrases
- cluster analysis
- similarity measure
- clustering method
- cosine similarity
- similarity metric
- categorical data
- multidimensional scaling
- k means
- data clustering
- factor analysis
- unsupervised learning
- clustering algorithm
- clustering analysis
- edit distance
- semantic similarity
- similarity function
- data mining
- document clustering
- data analysis
- cluster validity
- hierarchical latent class models
- fuzzy clustering
- euclidean distance
- correlation analysis
- distance function
- distance measure
- data mining techniques
- fuzzy c means
- partitional clustering
- association rules
- object recognition