Fast estimation of fractal dimension and correlation integral on stream data

The Fractal Geometry of Nature.

Colin Sparrow, B. B. Mandelbrot · Journal of the Royal Statistical Society Series A (General) · 1984 · 14.7K citations

Integral Geometry, Computer Graphics, Discrete Geometry +15

LOCI: fast outlier detection using the local correlation integral

Spiros Papadimitriou, Hiroyuki Kitagawa, Phillip B. Gibbons et al. · 2004 · 849 citations

Cluster Computing, Anomaly Detection, Engineering +13

The space complexity of approximating the frequency moments

Noga Alon, Yossi Matias, Márió Szegedy · 1996 · 840 citations

Computational Complexity Theory, Engineering, Information Theory +14

Fractals, chaos, power laws: minutes from an infinite paradise

Choice Reviews Online · 1992 · 819 citations

Physics, Chaos Theory, Entropy +7

Beyond uniformity and independence

Christos Faloutsos, Ibrahim Kamel · 1994 · 241 citations · Full text

Geometry, Statistical Shape Analysis, Law +16