Computing Clusters of Correlation Connected objects
@inproceedings{Bhm2004ComputingCO, title={Computing Clusters of Correlation Connected objects}, author={C. B{\"o}hm and K. Murthy and P. Kr{\"o}ger and A. Zimek}, booktitle={SIGMOD '04}, year={2004} }
The detection of correlations between different features in a set of feature vectors is a very important data mining task because correlation indicates a dependency between the features or some association of cause and effect between them. This association can be arbitrarily complex, i.e. one or more features might be dependent from a combination of several other features. Well-known methods like the principal components analysis (PCA) can perfectly find correlations which are global, linear… CONTINUE READING
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