Systematic Review of Clustering High-Dimensional and Large Datasets.
Divya PandoveShivani GoelRinkle RaniPublished in: ACM Trans. Knowl. Discov. Data (2018)
Keyphrases
- high dimensional datasets
- high dimensional
- systematic review
- high dimensionality
- data points
- high dimensional data
- outlier detection
- empirical studies
- categorical data
- data mining tasks
- categorical attributes
- clustering algorithm
- synthetic datasets
- clustering approaches
- cluster analysis
- dimension reduction
- k means
- clustering method
- low dimensional
- high dimensional data sets
- synthetic and real datasets
- feature space
- unsupervised learning
- multi dimensional
- parameter space
- sparse data
- information theoretic
- high dimensional problems
- nearest neighbor
- fuzzy clustering
- dimensional data
- gene expression profiles
- distance function
- pairwise
- synthetic and real life datasets