NASA NTRS · 19740053361
NCUBE - A clustering algorithm based on a discretized data space
Abstract
Cluster analysis involves the unsupervised grouping of data. The process provides an automatic procedure for generating known training samples for pattern classification. NCUBE, the clustering algorithm presented, is based upon the concept of imposing a gridwork on the data space. The NCUBE computer implementation of this concept provides an easily derived form of piecewise linear discrimination. This piecewise linear discrimination permits the separation of some types of data groups that are not linearly separable.
Keep this discovery
Explore connections, maps & timelines
Eigen, D. J., Northouse, R. A.. 1974-01-01. NCUBE - A clustering algorithm based on a discretized data space. https://ntrs.nasa.gov/citations/19740053361
Cite the original work for its findings. Save a collection to share your selection of sources.