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IJCNN
2000
IEEE

The Growing Hierarchical Self-Organizing Map

9 years 4 months ago
The Growing Hierarchical Self-Organizing Map
In this paper we present the growing hierarchical self-organizing map. This dynamically growing neural network model evolves into a hierarchical structure according to the requirements of the input data during an unsupervised training process. We demonstrate the benefits of this novel neural network model by organizing a real-world document collection according to their similarities.
Michael Dittenbach, Dieter Merkl, Andreas Rauber
Added 31 Jul 2010
Updated 31 Jul 2010
Type Conference
Year 2000
Where IJCNN
Authors Michael Dittenbach, Dieter Merkl, Andreas Rauber
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