Ecosyste.ms: Packages
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hackage.haskell.org : hsgsom
The growing self organising map (GSOM) algorithm is a clustering algorithm working on a set of n-dimensional numeric input vectors. It's output is a network of nodes laid out in two dimensions where each node has a weight vector associated with it. This weight vector has the same dimension as the input vectors and is meant to be intepreted as a cluster center, i.e. it represents those input vectors whose distance to the node's weight vector is minimal when compared to the distance to the other nodes weight vectors. See http://en.wikipedia.org/wiki/GSOM for an explanation of the algorithm. The algorithm was introduced in: Alahakoon, D., Halgamuge, S. K. and Sirinivasan, B. (2000) Dynamic Self Organizing Maps With Controlled Growth for Knowledge Discovery, IEEE Transactions on Neural Networks, Special Issue on Knowledge Discovery and Data Mining, 11, pp 601-614.
Registry
- JSON
purl: pkg:hackage/hsgsom
Keywords: bsd3, clustering, data-mining, library
License: BSD-3-Clause
Latest release: over 13 years ago
First release: about 15 years ago
Downloads: 1,951 total
Last synced: 22 days ago