Semantic Web and Web Science by Juanzi Li Guilin Qi Dongyan Zhao Wolfgang Nejdl & Hai-Tao Zheng

Author:Juanzi Li, Guilin Qi, Dongyan Zhao, Wolfgang Nejdl & Hai-Tao Zheng
Language: eng
Format: epub
Publisher: Springer New York, New York, NY

2 Related Work

2.1 Subspace Clustering Approaches

Recent research of clustering in high-dimensional data has introduced a number of different approaches summarized in [14, 17]. One approach is to detect clusters in arbitrary subspace projections of the data. Each cluster is associated with a set of relevant dimensions in which this pattern has been discovered. In the view of redundancy of the result set, we divide subspace clustering approaches into two categories: redundant approaches and non-redundant approaches.

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