Relationship-Based Clustering and Visualization for High-Dimensional Data Mining.
Alexander StrehlJoydeep GhoshPublished in: INFORMS J. Comput. (2003)
Keyphrases
- high dimensional
- data mining
- cluster analysis
- data mining tasks
- data analysis
- high dimensionality
- self organizing maps
- high dimensional data
- data visualization
- outlier detection
- exploratory data analysis
- data points
- clustering algorithm
- data clustering
- low dimensional
- high dimensional datasets
- dimensionality reduction
- multidimensional scaling
- unsupervised learning
- knowledge discovery
- clustering method
- data exploration
- similarity search
- high dimensional data sets
- data pre processing
- data summarization
- clustering analysis
- categorical data
- k means
- data mining algorithms
- customer segmentation
- interactive visualization
- information visualization
- graph layout
- data warehouse
- machine learning
- data mining applications
- data mining methods
- microarray data
- multi dimensional
- rough sets
- text mining
- nearest neighbor
- data mining tools
- feature space
- spatial clustering
- real world
- association rule mining
- data mining techniques
- crime analysis
- high dimensional data space