SOMFlow: Guided Exploratory Cluster Analysis with Self-Organizing Maps and Analytic Provenance.
Dominik SachaMatthias KrausJürgen BernardMichael BehrischTobias SchreckYuki AsanoDaniel A. KeimPublished in: IEEE Trans. Vis. Comput. Graph. (2018)
Keyphrases
- cluster analysis
- self organizing maps
- k means
- unsupervised learning
- neural gas
- categorical data
- neural network
- clustering algorithm
- data clustering
- metadata
- competitive learning
- clustering method
- clustering analysis
- microarray data
- factor analysis
- data mining
- input data
- hierarchical latent class models
- expectation maximization
- fuzzy clustering
- supervised learning
- semi supervised
- fuzzy c means
- data analysis
- object recognition
- feature selection
- exploratory analysis
- machine learning
- cluster validity
- data mining techniques
- feature vectors
- learning algorithm