神经网络在ICIx数据库索引中的应用障碍

Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290) Pub Date : 2002-08-07 DOI:10.1109/IJCNN.2002.1007509

R. Neubert, O. Gorlitz, W. Benn, T. Teich

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引用次数: 1

摘要

介绍了使用GNG网络进行分层聚类分析的思想和初步结果，以便为数据管理系统创建索引结构。它描述了一个多维索引结构——智能集群索引(ICIx)的创建过程。特别讨论了关键的设计决策以及索引效率和神经网络聚类解决方案之间的权衡。

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Obstacles for neural network application in the ICIx database index

Presents the idea and first results of using GNG networks for hierarchical cluster analysis in order to create index structures for data management systems. It describes the creation procedure of a multi-dimensional index structure, the Intelligent Cluster Index (ICIx). In particular critical design decisions and tradeoffs between index efficiency and the neural network's clustering solution are discussed.

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Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290)

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