HDCluster: An Accurate Clustering Using Brain-Inspired High-Dimensional Computing.
Mohsen ImaniYeseong KimThomas WorleySaransh GuptaTajana RosingPublished in: DATE (2019)
Keyphrases
- high dimensional
- data points
- high dimensionality
- high dimensional data
- clustering method
- clustering algorithm
- k means
- high dimensional datasets
- low dimensional
- unsupervised learning
- document clustering
- information theoretic
- dimensionality reduction
- highly accurate
- brain images
- spectral clustering
- data clustering
- subspace clustering
- high dimensional data sets
- self organizing maps
- outlier detection
- data sets
- multi dimensional
- nearest neighbor
- high dimensional data space
- distance metric
- high degree of accuracy
- high quality
- data analysis
- functional magnetic resonance imaging
- feature space
- high accuracy
- manifold learning
- hierarchical clustering
- computationally efficient
- similarity search
- cluster analysis