Influence of cluster center selection on clustering by hybrid neural network model

The paper deals with application of hybrid neural network model consisting of OM-PCNN and Projective ART for multidimensional data clustering. This paper points out the impact of cluster center selection for parameter σ in the Projective ART, which affects the number of clusters and the clustering a...

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Bibliographic Details
Main Authors: Krakovsky, R., Forgac, R., Mokris, I.
Format: Conference Proceeding
Language:English
Subjects:
Accuracy
Clustering algorithms
Neural networks
Neurons
Subspace constraints
Testing
Training
Online Access:Request full text
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Description
Summary:The paper deals with application of hybrid neural network model consisting of OM-PCNN and Projective ART for multidimensional data clustering. This paper points out the impact of cluster center selection for parameter σ in the Projective ART, which affects the number of clusters and the clustering accuracy.
ISSN:2156-8790
2156-8804
DOI:10.1109/LINDI.2012.6319494