Advances in clustering and visualization of time series using GTM through time.
Iván OlierAlfredo VellidoPublished in: Neural Networks (2008)
Keyphrases
- generative topographic mapping
- self organizing maps
- data clustering
- k means
- clustering method
- clustering algorithm
- data mining tasks
- unsupervised learning
- semi supervised
- data mining
- streaming time series
- multidimensional scaling
- cluster analysis
- data analysis
- artificial intelligence
- hierarchical clustering
- similarity function
- recent advances
- multidimensional data
- data sets
- exploratory analysis
- manifold learning
- density estimation
- high dimension space
- machine learning
- subsequence matching
- data exploration
- feature selection
- dimension reduction
- document clustering
- low dimensional
- information theoretic
- em algorithm