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This paper presents an unsupervised hierarchical growing self-organizing neural network for exploring, visualizing and clustering the input space in a hierarchical manner. The Multi-Layer Growing Self-Organization Maps (Multi-Layer GSOM), which is an extension of Growing Self-Organization Maps (GSOM) is capable of alleviating the limitations of both hierarchical agglomerative clustering (HAC) algorithms...
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