FLAME clustering: Difference between revisions

Revision as of 16:06, 5 December 2007

Revision as of 19:15, 16 January 2008

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The FLAME algorithm is mainly divided into three steps:

# ExtrationExtraction of the structure information from the dataset:

## Construct a neighborhood graph to connect each object to its K-Nearest Neighbors (KNN);

## Estimate a density for each object based on its proximities to its KNN;