Sparse Generative Topographic Mapping for Both Data Visualization and Clustering.
Hiromasa KanekoPublished in: J. Chem. Inf. Model. (2018)
Keyphrases
- data visualization
- generative topographic mapping
- data clustering
- data exploration
- data analysis
- self organizing maps
- knowledge discovery
- visual data mining
- data mining and knowledge discovery
- clustering algorithm
- data mining
- k means
- clustering method
- information visualization
- big data
- high dimensional
- cluster analysis
- unsupervised learning
- semi supervised
- parallel coordinates
- density estimation
- high dimensional data
- dimension reduction
- distance metric
- expectation maximization
- nearest neighbor
- data points
- data mining framework
- database systems
- machine learning