Conclusions - cont’d
New tools for Data Mining: Fractals/power laws:
- appear everywhere
- lead to skewed distributions (Gaussian, Poisson, uniformity, independence)
- ‘correlation integral’ for separability/cluster detection
- PFD for dimensionality reduction