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

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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Bibliographische Detailangaben
Hauptverfasser: Krakovsky, R., Forgac, R., Mokris, I.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Accuracy
Clustering algorithms
Neural networks
Neurons
Subspace constraints
Testing
Training
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Beschreibung
Zusammenfassung: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