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IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 6
The Growing Hierarchical Self-Organizing Map
Como, Italy
July 24-July 27
ISBN: 0-7695-0619-4
ASCII Text
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Michael Dittenbach, Dieter Merkl, Andreas Rauber, "The Growing Hierarchical Self-Organizing Map," Neural Networks, IEEE - INNS - ENNS International Joint Conference on, vol. 6, pp. 6015, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 6, 2000.
 
 
BibTex
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@article{ 10.1109/IJCNN.2000.859366,
author = {Michael Dittenbach and Dieter Merkl and Andreas Rauber},
title = {The Growing Hierarchical Self-Organizing Map},
journal ={Neural Networks, IEEE - INNS - ENNS International Joint Conference on},
volume = {6},
year = {2000},
issn = {1098-7576},
pages = {6015},
doi = {http://doi.ieeecomputersociety.org/10.1109/IJCNN.2000.859366},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
TI - The Growing Hierarchical Self-Organizing Map
SN - 1098-7576
SP
EP
A1 - Michael Dittenbach,
A1 - Dieter Merkl,
A1 - Andreas Rauber,
PY - 2000
VL - 6
JA - Neural Networks, IEEE - INNS - ENNS International Joint Conference on
ER -
 
Michael Dittenbach, Technische Universit?t Wien
Dieter Merkl, Technische Universit?t Wien
Andreas Rauber, Technische Universit?t Wien
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.
Citation:
Michael Dittenbach, Dieter Merkl, Andreas Rauber, "The Growing Hierarchical Self-Organizing Map," ijcnn, vol. 6, pp.6015, IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN'00)-Volume 6, 2000
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