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By Rui Xu

This can be the 1st booklet to take a really entire examine clustering. It starts with an creation to cluster research and is going directly to discover: proximity measures; hierarchical clustering; partition clustering; neural network-based clustering; kernel-based clustering; sequential info clustering; large-scale facts clustering; information visualization and high-dimensional info clustering; and cluster validation. The authors think no prior historical past in clustering and their beneficiant inclusion of examples and references assist in making the subject material understandable for readers of various degrees and backgrounds.

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